diff --git a/data/external/evidence/formal/derived_summaries/scripts/__pycache__/build_formal_evidence_summaries.cpython-312.pyc b/data/external/evidence/formal/derived_summaries/scripts/__pycache__/build_formal_evidence_summaries.cpython-312.pyc new file mode 100644 index 0000000000000000000000000000000000000000..0d13a87dd7fb171e9e885e42307f780b145f128a Binary files /dev/null and b/data/external/evidence/formal/derived_summaries/scripts/__pycache__/build_formal_evidence_summaries.cpython-312.pyc differ diff --git a/data/external/evidence/formal/derived_summaries/scripts/build_formal_evidence_summaries.py b/data/external/evidence/formal/derived_summaries/scripts/build_formal_evidence_summaries.py new file mode 100644 index 0000000000000000000000000000000000000000..9db74cb4d6804de4a90adb4e02c8611366c6a955 --- /dev/null +++ b/data/external/evidence/formal/derived_summaries/scripts/build_formal_evidence_summaries.py @@ -0,0 +1,1986 @@ +from __future__ import annotations + +import csv +import hashlib +import math +from collections import defaultdict +from pathlib import Path +from typing import Iterable, Mapping + +import numpy as np +import pandas as pd +from scipy.optimize import curve_fit + +from reasoning_meme.analysis.boundary_cross_validation import ( + boundary_binned_auc_rows, + ranking_pair_counts, +) +from reasoning_meme.diffusion.cost_efficiency_16sample import _strategy_correct + + +ROOT = Path(__file__).resolve().parents[5] +OUT_DIR = ROOT / "manuscript" / "evidence" / "formal" / "derived_summaries" + +FOUR_BENCH_BINNED = ROOT / "results" / "summaries" / "boundary_cross_model_2x2_binned_auc.csv" +HLE_QA_MODEL_PAIR_BINNED = ROOT / "results" / "formal" / "hle_qa_selector_boundary" / "summaries" / "hle_qa_model_pair_binned_auc.csv" +HLE_QA_ROOT = ROOT / "results" / "formal" / "hle_qa_selector_boundary" + +FIVE_BENCH_ROOT = ROOT / "results" / "formal" / "five_benchmark_selector_boundary" +MEDIUM_SAMPLE_BANK_DIR = ( + ROOT + / "results" + / "formal" + / "medium_thinking_sample_banks" + / "generated_pools" + / "mimo_medium_generated" +) +SAMPLE_BANK_DIR_OVERRIDES = {"mimo_medium": MEDIUM_SAMPLE_BANK_DIR} +GLOBAL_REPLAY_ROOT = ROOT / "results" / "formal" / "global_leaderboard_diffusion" +MINORITY_ROOT = ROOT / "results" / "formal" / "prospective_diffusion_minority_evidence" +PERTURB_ROOT = ROOT / "results" / "formal" / "prospective_diffusion_perturbation" +POOL_COST_ROOT = ROOT / "results" / "formal" / "five_benchmark_cost_efficiency" + +K16_MATCHED_COHORTS = { + "mimo_no_think": { + "generator": "mimo", + "pools": ( + POOL_COST_ROOT + / "raw" + / "populations" + / "baseline_pool_size_v1" + / "pools" + / "generator=mimo" + / "strict_common_natural_k16" + / "pools.csv" + ), + "rankings": ( + POOL_COST_ROOT + / "raw" + / "populations" + / "baseline_pool_size_v1" + / "rankings" + / "distribution=natural" + / "k=16" + / "generator=mimo" + / "selector=deepseek" + / "details.csv" + ), + }, + "mimo_medium_thinking": { + "generator": "mimo_medium", + "pools": ( + POOL_COST_ROOT + / "raw" + / "populations" + / "mimo_medium_v1" + / "pools" + / "distribution=natural" + / "k=16" + / "pools.csv" + ), + "rankings": ( + POOL_COST_ROOT + / "raw" + / "populations" + / "mimo_medium_v1" + / "rankings" + / "distribution=natural" + / "k=16" + / "generator=mimo_medium" + / "selector=deepseek" + / "details.csv" + ), + }, +} +K16_STRATEGY_SEED = 20260701 + +AVAILABILITY_METRIC = "question_sample_bank_correct_rate" +AVAILABILITY_DEFINITION = "correct parse-valid generations divided by all parse-valid generations for the same question" +MIDPOINT_DEFINITION = "p_gen where the fitted rank AUC reaches 0.5 + A/2" +BOOTSTRAP_REPLICATES = 1000 +BOOTSTRAP_SEED = 20260710 +TRUTHY = {"1", "true", "t", "yes", "y"} + +MODEL_PAIR_LABELS = { + "deepseek->deepseek": "DeepSeek generated / DeepSeek judge", + "deepseek->mimo": "DeepSeek generated / Mimo no-think judge", + "mimo->deepseek": "Mimo no-think generated / DeepSeek judge", + "mimo->mimo": "Mimo no-think generated / Mimo no-think judge", + "deepseek->mimo_medium": "DeepSeek generated / Mimo medium-thinking judge", + "mimo_medium->deepseek": "Mimo medium-thinking generated / DeepSeek judge", + "mimo_medium->mimo_medium": "Mimo medium-thinking generated / Mimo medium-thinking judge", +} + +MODEL_PAIR_SPECS = ( + ("deepseek", "deepseek", MODEL_PAIR_LABELS["deepseek->deepseek"]), + ("deepseek", "mimo", MODEL_PAIR_LABELS["deepseek->mimo"]), + ("mimo", "deepseek", MODEL_PAIR_LABELS["mimo->deepseek"]), + ("mimo", "mimo", MODEL_PAIR_LABELS["mimo->mimo"]), + ("deepseek", "mimo_medium", MODEL_PAIR_LABELS["deepseek->mimo_medium"]), + ("mimo_medium", "deepseek", MODEL_PAIR_LABELS["mimo_medium->deepseek"]), + ("mimo_medium", "mimo_medium", MODEL_PAIR_LABELS["mimo_medium->mimo_medium"]), +) + +MODELING_BENCHMARKS = ("mmlu_pro", "gpqa", "medxpertqa", "musr") +EXTERNAL_MC_BENCHMARKS = ("hle_text_mc",) + +MODEL_PAIR_IDS = tuple( + f"{generator}->{judge}" for generator, judge, _label in MODEL_PAIR_SPECS +) + +MEDIUM_CONTRASTS = { + "generator_bank_under_ds_judge": ( + "mimo->deepseek", + "mimo_medium->deepseek", + "question_support_highly_matched_generated_traces_differ", + ), + "judge_thinking_on_ds_bank": ( + "deepseek->mimo", + "deepseek->mimo_medium", + "same_candidate_bank", + ), + "self_bundle": ( + "mimo->mimo", + "mimo_medium->mimo_medium", + "compound_generator_and_judge_change", + ), +} + +BENCHMARK_LABELS = { + "__global__": "All benchmarks", + "mmlu_pro": "MMLU-Pro", + "gpqa": "GPQA", + "medxpertqa": "MedXpertQA", + "musr": "MuSR", + "hle_text_mc": "HLE MC", + "hle_text_qa_verified": "HLE QA", +} + +STRATEGY_LABELS = { + "direct_single_random": "Single sampled trace", + "shuffled_rank_soft_copy": "Shuffled ranking control", + "majority_vote": "Majority vote", + "rank_soft_copy": "Judge-guided rank copy", + "rank_top1_copy": "Judge top-1 copy", +} + + +def rel(path: Path) -> str: + try: + return str(path.relative_to(ROOT)) + except ValueError: + return str(path) + + +def file_sha256(path: Path) -> str: + digest = hashlib.sha256() + with path.open("rb") as handle: + for chunk in iter(lambda: handle.read(1024 * 1024), b""): + digest.update(chunk) + return digest.hexdigest() + + +def sample_bank_path( + formal_root: Path, + generator: str, + benchmark: str, + *, + sample_bank_dirs: Mapping[str, Path] | None = None, +) -> Path: + override = (sample_bank_dirs or {}).get(generator) + if override is not None: + path = Path(override) / benchmark / "sample_bank.csv" + else: + path = ( + formal_root + / "generated_pools" + / f"{generator}_generated" + / benchmark + / "sample_bank.csv" + ) + if not path.is_file(): + raise FileNotFoundError( + f"Missing sample bank for {generator}/{benchmark}: {path}" + ) + return path + + +def sigmoid(x: np.ndarray) -> np.ndarray: + return 1.0 / (1.0 + np.exp(-x)) + + +def logit(p: np.ndarray) -> np.ndarray: + p = np.clip(p, 1e-4, 1 - 1e-4) + return np.log(p / (1 - p)) + + +def auc_boundary(p: np.ndarray, a: float, k: float, midpoint: float) -> np.ndarray: + return 0.5 + a * sigmoid(k * (logit(p) - logit(np.asarray(midpoint)))) + + +def fit_boundary(df: pd.DataFrame) -> dict[str, float | str]: + data = df[(df["pairs"] > 0) & df["auc"].notna()].copy() + if len(data) < 4: + return {"fit_status": "too_few_bins", "A": np.nan, "k": np.nan, "midpoint": np.nan, "weighted_r2": np.nan} + + x_column = "p_gen_bin_mid" if "p_gen_bin_mid" in data.columns else "p_correct_bin_mid" + x = data[x_column].to_numpy(dtype=float) + y = data["auc"].to_numpy(dtype=float) + w = data["pairs"].to_numpy(dtype=float) + initial_a = float(np.clip(np.nanmax(y) - 0.5, 0.02, 0.49)) + above = data[data["auc"] >= 0.70] + initial_midpoint = float(above[x_column].iloc[0]) if len(above) else float(np.median(x)) + initial_midpoint = float(np.clip(initial_midpoint, 0.01, 0.95)) + sigma = 1.0 / np.sqrt(np.maximum(w, 1.0)) + try: + params, _ = curve_fit( + auc_boundary, + x, + y, + p0=(initial_a, 2.0, initial_midpoint), + sigma=sigma, + bounds=([0.0, 0.01, 0.001], [0.55, 20.0, 0.999]), + maxfev=20000, + ) + yhat = auc_boundary(x, *params) + ybar = float(np.average(y, weights=w)) + sse = float(np.sum(w * (y - yhat) ** 2)) + sst = float(np.sum(w * (y - ybar) ** 2)) + r2 = np.nan if sst <= 0 else 1.0 - sse / sst + return { + "fit_status": "ok", + "A": float(params[0]), + "k": float(params[1]), + "midpoint": float(params[2]), + "weighted_r2": float(r2), + } + except Exception as exc: # pragma: no cover - recorded into summary table. + return {"fit_status": f"fit_failed:{type(exc).__name__}", "A": np.nan, "k": np.nan, "midpoint": np.nan, "weighted_r2": np.nan} + + +def classify_fit_quality(weighted_r2: float | None) -> str: + """Separate numerical optimizer success from an interpretable boundary fit.""" + + if weighted_r2 is None or not np.isfinite(float(weighted_r2)): + return "not_interpretable" + if float(weighted_r2) >= 0.75: + return "strong_boundary_fit" + if float(weighted_r2) >= 0.50: + return "usable_boundary_fit" + return "low_r2_diagnostic" + + +def bin_midpoint(value: float, bin_width: float = 0.02) -> float: + clipped = min(max(value, 1e-12), 1.0) + index = min(max(int(math.ceil(clipped / bin_width) - 1), 0), int(round(1 / bin_width)) - 1) + return round(index * bin_width + bin_width / 2.0, 2) + + +def tag_availability_metric(frame: pd.DataFrame) -> pd.DataFrame: + """Make the manuscript x-axis definition explicit while retaining legacy columns.""" + + tagged = frame.copy() + for column in ("p_correct_bin_mid", "wins", "pairs", "auc", "n_pools", "n_parse_failed"): + if column in tagged.columns: + tagged[column] = pd.to_numeric(tagged[column], errors="coerce") + if "p_gen_bin_mid" not in tagged.columns: + tagged["p_gen_bin_mid"] = tagged["p_correct_bin_mid"].astype(float) + tagged["availability_metric"] = AVAILABILITY_METRIC + tagged["availability_definition"] = AVAILABILITY_DEFINITION + return tagged + + +def validate_availability_frame(frame: pd.DataFrame, name: str) -> None: + required = {"p_correct_bin_mid", "p_gen_bin_mid", "availability_metric"} + missing = required - set(frame.columns) + if missing: + raise ValueError(f"{name} is missing availability fields: {sorted(missing)}") + metrics = set(frame["availability_metric"].dropna().astype(str)) + if metrics != {AVAILABILITY_METRIC}: + raise ValueError(f"{name} mixes availability metrics: {sorted(metrics)}") + legacy = pd.to_numeric(frame["p_correct_bin_mid"], errors="coerce") + p_gen = pd.to_numeric(frame["p_gen_bin_mid"], errors="coerce") + comparable = legacy.notna() & p_gen.notna() + if not np.allclose(legacy[comparable], p_gen[comparable], atol=1e-12, rtol=0): + raise ValueError(f"{name} contains inconsistent legacy p_correct and p_gen bins") + + +def hle_mc_model_pair_binned_auc() -> pd.DataFrame: + rows = boundary_binned_auc_rows( + formal_root=FIVE_BENCH_ROOT, + grouping="model_pair", + benchmarks=("hle_text_mc",), + regimes=("natural", "balanced"), + bin_width=0.02, + sample_bank_dirs=SAMPLE_BANK_DIR_OVERRIDES, + ) + if not rows: + raise ValueError("No HLE MC selector-boundary rows were derived from the formal sample bank") + return tag_availability_metric(pd.DataFrame(rows)) + + +def model_pair_binned_auc_by_benchmark(bin_width: float) -> pd.DataFrame: + """Derive seven-cell model-pair AUC bins separately for all five benchmarks.""" + + frames: list[pd.DataFrame] = [] + for benchmark in (*MODELING_BENCHMARKS, *EXTERNAL_MC_BENCHMARKS): + rows = boundary_binned_auc_rows( + formal_root=FIVE_BENCH_ROOT, + grouping="model_pair", + benchmarks=(benchmark,), + regimes=("natural", "balanced"), + bin_width=bin_width, + sample_bank_dirs=SAMPLE_BANK_DIR_OVERRIDES, + ) + if not rows: + raise ValueError(f"No selector-boundary rows for {benchmark}/{bin_width=}") + frame = tag_availability_metric(pd.DataFrame(rows)) + frame = frame[frame["series_id"].isin(MODEL_PAIR_IDS)].copy() + observed = set(frame["series_id"].astype(str)) + missing = set(MODEL_PAIR_IDS) - observed + if missing: + raise ValueError( + f"Missing declared model-pair rows for {benchmark}/{bin_width=}: " + f"{sorted(missing)}" + ) + frame["benchmark_scope"] = benchmark + frame["benchmark"] = benchmark + frame["bin_width"] = bin_width + validate_availability_frame(frame, f"{benchmark} model-pair boundary") + frames.append(frame) + return pd.concat(frames, ignore_index=True) + + +def aggregate_model_pair_bins( + benchmark_bins: pd.DataFrame, + benchmarks: Iterable[str], + benchmark_scope: str, +) -> pd.DataFrame: + """Pool already-binned pair counts without changing the p_gen definition.""" + + selected = benchmark_bins[benchmark_bins["benchmark"].isin(tuple(benchmarks))].copy() + if selected.empty: + raise ValueError(f"No benchmark bins for {benchmark_scope}") + group_columns = [ + "pool_regime", + "generator", + "judge", + "series_id", + "series_label", + "p_gen_bin_mid", + "p_correct_bin_mid", + "bin_width", + "availability_metric", + "availability_definition", + ] + pooled = ( + selected.groupby(group_columns, as_index=False, dropna=False) + .agg( + wins=("wins", "sum"), + pairs=("pairs", "sum"), + n_pools=("n_pools", "sum"), + n_parse_failed=("n_parse_failed", "sum"), + ) + .sort_values(["pool_regime", "series_id", "p_gen_bin_mid"]) + ) + pooled["auc"] = pooled["wins"] / pooled["pairs"] + pooled["grouping"] = "model_pair" + pooled["benchmark_scope"] = benchmark_scope + pooled["benchmark"] = "__pooled__" + validate_availability_frame(pooled, benchmark_scope) + return pooled + + +def fit_model_pair_bins(binned: pd.DataFrame) -> pd.DataFrame: + """Fit each benchmark-scope, regime and model-pair curve independently.""" + + rows: list[dict[str, object]] = [] + group_columns = [ + "benchmark_scope", + "benchmark", + "pool_regime", + "generator", + "judge", + "series_id", + "series_label", + "bin_width", + ] + for keys, group in binned.groupby(group_columns, dropna=False): + ( + benchmark_scope, + benchmark, + regime, + generator, + judge, + series_id, + series_label, + bin_width, + ) = keys + fit = fit_boundary(group) + pair_total = int(group["pairs"].sum()) + mean_auc = ( + float(group["wins"].sum() / pair_total) + if pair_total > 0 + else np.nan + ) + rows.append( + { + "benchmark_scope": benchmark_scope, + "benchmark": benchmark, + "regime": regime, + "generator": generator, + "judge": judge, + "model_pair": series_id, + "model_pair_label": MODEL_PAIR_LABELS.get( + str(series_id), str(series_label) + ), + "bin_width": float(bin_width), + "A": fit["A"], + "slope_beta": fit["k"], + "midpoint": fit["midpoint"], + "midpoint_percent": ( + np.nan + if pd.isna(fit["midpoint"]) + else 100.0 * float(fit["midpoint"]) + ), + "weighted_r2": fit["weighted_r2"], + "fit_status": fit["fit_status"], + "fit_quality": classify_fit_quality( + pd.to_numeric(pd.Series([fit["weighted_r2"]]), errors="coerce").iloc[0] + ), + "mean_auc": mean_auc, + "n_bins": int((group["pairs"] > 0).sum()), + "n_pairs": pair_total, + "n_pools": int(group["n_pools"].sum()), + "n_parse_failed": int(group["n_parse_failed"].sum()), + "availability_metric": AVAILABILITY_METRIC, + "availability_definition": AVAILABILITY_DEFINITION, + "source_file": rel(FIVE_BENCH_ROOT), + } + ) + return pd.DataFrame(rows).sort_values( + ["benchmark_scope", "bin_width", "regime", "model_pair"] + ) + + +def fit_on_common_bins( + binned: pd.DataFrame, + left_pair: str, + right_pair: str, +) -> tuple[dict[str, float | str], dict[str, float | str], int]: + """Refit two curves on identical p_gen bin support.""" + + left = binned[binned["series_id"] == left_pair].copy() + right = binned[binned["series_id"] == right_pair].copy() + common = sorted(set(left["p_gen_bin_mid"]) & set(right["p_gen_bin_mid"])) + if len(common) < 4: + raise ValueError( + f"Too few common bins for {left_pair} versus {right_pair}: {len(common)}" + ) + return ( + fit_boundary(left[left["p_gen_bin_mid"].isin(common)]), + fit_boundary(right[right["p_gen_bin_mid"].isin(common)]), + len(common), + ) + + +def build_medium_sensitivity_summary( + binned: pd.DataFrame, + fits: pd.DataFrame, +) -> pd.DataFrame: + """Summarize bounded no-think-versus-medium sensitivity contrasts.""" + + rows: list[dict[str, object]] = [] + pooled_scopes = ( + "four_benchmark_modeling_set", + "five_benchmark_sensitivity", + ) + for scope in pooled_scopes: + for bin_width in (0.02, 0.05): + for regime in ("natural", "balanced"): + subset = binned[ + (binned["benchmark_scope"] == scope) + & np.isclose(binned["bin_width"], bin_width) + & (binned["pool_regime"] == regime) + ] + fit_subset = fits[ + (fits["benchmark_scope"] == scope) + & np.isclose(fits["bin_width"], bin_width) + & (fits["regime"] == regime) + ].set_index("model_pair") + for contrast, (left_pair, right_pair, caveat) in MEDIUM_CONTRASTS.items(): + left = fit_subset.loc[left_pair] + right = fit_subset.loc[right_pair] + for support_mode in ("all_bins", "common_bins"): + if support_mode == "all_bins": + left_fit = left + right_fit = right + n_common_bins = np.nan + left_mean_auc = float(left["mean_auc"]) + right_mean_auc = float(right["mean_auc"]) + else: + left_fit, right_fit, n_common_bins = fit_on_common_bins( + subset, + left_pair, + right_pair, + ) + left_bins = subset[subset["series_id"] == left_pair] + right_bins = subset[subset["series_id"] == right_pair] + common = set(left_bins["p_gen_bin_mid"]) & set( + right_bins["p_gen_bin_mid"] + ) + left_common = left_bins[left_bins["p_gen_bin_mid"].isin(common)] + right_common = right_bins[right_bins["p_gen_bin_mid"].isin(common)] + left_mean_auc = float( + left_common["wins"].sum() / left_common["pairs"].sum() + ) + right_mean_auc = float( + right_common["wins"].sum() / right_common["pairs"].sum() + ) + left_r2 = float(left_fit["weighted_r2"]) + right_r2 = float(right_fit["weighted_r2"]) + left_midpoint = float(left_fit["midpoint"]) + right_midpoint = float(right_fit["midpoint"]) + rows.append( + { + "benchmark_scope": scope, + "regime": regime, + "bin_width": bin_width, + "contrast": contrast, + "support_mode": support_mode, + "left_model_pair": left_pair, + "right_model_pair": right_pair, + "left_weighted_r2": left_r2, + "right_weighted_r2": right_r2, + "delta_weighted_r2": right_r2 - left_r2, + "left_mean_auc": left_mean_auc, + "right_mean_auc": right_mean_auc, + "delta_mean_auc": right_mean_auc - left_mean_auc, + "left_midpoint": left_midpoint, + "right_midpoint": right_midpoint, + "delta_midpoint": right_midpoint - left_midpoint, + "n_common_bins": n_common_bins, + "comparison_caveat": caveat, + "availability_metric": AVAILABILITY_METRIC, + } + ) + return pd.DataFrame(rows) + + +def build_model_pair_source_manifest() -> pd.DataFrame: + """Record the actual files and parse counts used by the seven-cell analysis.""" + + rows: list[dict[str, object]] = [] + sweep_path = FIVE_BENCH_ROOT / "boundary_mimo_medium_2x2_sweep_manifest.csv" + sweep_lookup: dict[tuple[str, str, str, str], str] = {} + if sweep_path.is_file(): + sweep = pd.read_csv(sweep_path) + for row in sweep.itertuples(index=False): + sweep_lookup[ + ( + str(row.generator), + str(row.judge), + str(row.benchmark), + str(row.regime), + ) + ] = str(row.status) + + sample_counts: dict[tuple[str, str], dict[str, object]] = {} + for generator, judge, _label in MODEL_PAIR_SPECS: + for benchmark in (*MODELING_BENCHMARKS, *EXTERNAL_MC_BENCHMARKS): + sample_path = sample_bank_path( + FIVE_BENCH_ROOT, + generator, + benchmark, + sample_bank_dirs=SAMPLE_BANK_DIR_OVERRIDES, + ) + sample_key = (generator, benchmark) + if sample_key not in sample_counts: + sample = pd.read_csv( + sample_path, + usecols=["question_id", "generation_parse_ok"], + ) + parse_ok = sample["generation_parse_ok"].astype(str).str.lower().isin(TRUTHY) + sample_counts[sample_key] = { + "sample_file_rows": int(len(sample)), + "sample_parse_ok_rows": int(parse_ok.sum()), + "sample_questions": int( + sample.loc[parse_ok, "question_id"].nunique() + ), + "sample_file_size": int(sample_path.stat().st_size), + "sample_sha256": file_sha256(sample_path), + } + sample_info = sample_counts[sample_key] + for regime in ("natural", "balanced"): + ranking_path = ( + FIVE_BENCH_ROOT + / "selector_rankings" + / f"{judge}_judge" + / f"{generator}_generated" + / benchmark + / f"{regime}_ranking.csv" + ) + summary_path = ranking_path.with_name(f"{regime}_ranking_summary.csv") + if not ranking_path.is_file() or not summary_path.is_file(): + raise FileNotFoundError( + f"Missing declared ranking source for {generator}->{judge}/" + f"{benchmark}/{regime}: {ranking_path}" + ) + summary = pd.read_csv(summary_path).iloc[0] + n_rows = int(summary["n_rows"]) + n_parse_ok = int(summary["n_parse_ok"]) + ranking_sha256 = file_sha256(ranking_path) + source_signature = hashlib.sha256( + ( + f"{sample_info['sample_sha256']}:{ranking_sha256}:" + f"{generator}:{judge}:{benchmark}:{regime}" + ).encode("utf-8") + ).hexdigest() + rows.append( + { + "generator": generator, + "judge": judge, + "model_pair": f"{generator}->{judge}", + "benchmark": benchmark, + "regime": regime, + "artifact_status": "present", + "manifest_status": sweep_lookup.get( + (generator, judge, benchmark, regime), + "formal_snapshot_not_in_incremental_sweep", + ), + "sample_source_kind": ( + "canonical_medium_thinking_sample_bank" + if generator == "mimo_medium" + else "five_benchmark_selector_boundary_sample_bank" + ), + "sample_bank_path": rel(sample_path), + **sample_info, + "ranking_path": rel(ranking_path), + "ranking_summary_path": rel(summary_path), + "ranking_file_size": int(ranking_path.stat().st_size), + "ranking_sha256": ranking_sha256, + "ranking_rows": n_rows, + "ranking_parse_ok": n_parse_ok, + "ranking_parse_failed": n_rows - n_parse_ok, + "ranking_parse_ok_rate": n_parse_ok / n_rows if n_rows else np.nan, + "source_signature": source_signature, + } + ) + return pd.DataFrame(rows) + + +def build_model_pair_boundary_summaries() -> tuple[pd.DataFrame, pd.DataFrame]: + """Write canonical seven-cell boundary data for figures and tables.""" + + binned_frames: list[pd.DataFrame] = [] + for bin_width in (0.02, 0.05): + benchmark_bins = model_pair_binned_auc_by_benchmark(bin_width) + binned_frames.append(benchmark_bins) + binned_frames.append( + aggregate_model_pair_bins( + benchmark_bins, + MODELING_BENCHMARKS, + "four_benchmark_modeling_set", + ) + ) + binned_frames.append( + aggregate_model_pair_bins( + benchmark_bins, + (*MODELING_BENCHMARKS, *EXTERNAL_MC_BENCHMARKS), + "five_benchmark_sensitivity", + ) + ) + binned = pd.concat(binned_frames, ignore_index=True) + binned["series_label"] = binned.apply( + lambda row: MODEL_PAIR_LABELS.get(str(row["series_id"]), str(row["series_label"])), + axis=1, + ) + fits = fit_model_pair_bins(binned) + sensitivity = build_medium_sensitivity_summary(binned, fits) + manifest = build_model_pair_source_manifest() + + binned.to_csv( + OUT_DIR / "selector_boundary_model_pair_binned_auc.csv", + index=False, + ) + fits.to_csv( + OUT_DIR / "selector_boundary_model_pair_fit_summary.csv", + index=False, + ) + sensitivity.to_csv( + OUT_DIR / "selector_boundary_medium_sensitivity_summary.csv", + index=False, + ) + manifest.to_csv( + OUT_DIR / "selector_boundary_model_pair_source_manifest.csv", + index=False, + ) + return binned, fits + + +def add_fit_rows( + binned: pd.DataFrame, + benchmark_scope: str, + benchmark_family: str, + source_file: Path, + label_source: str, + manuscript_role: str, + caveat: str, +) -> list[dict[str, object]]: + out: list[dict[str, object]] = [] + group_cols = ["pool_regime", "benchmark", "generator", "judge", "series_id", "series_label"] + for keys, group in binned.groupby(group_cols, dropna=False): + regime, benchmark, generator, judge, series_id, series_label = keys + fit = fit_boundary(group) + pair_total = int(group["pairs"].sum()) + mean_auc = ( + float(group["wins"].sum() / pair_total) + if pair_total > 0 + else np.nan + ) + out.append( + { + "summary_id": f"{benchmark_scope}:{regime}:{series_id}", + "manuscript_role": manuscript_role, + "benchmark_scope": benchmark_scope, + "benchmark_family": benchmark_family, + "benchmark": benchmark, + "regime": regime, + "generator": generator, + "judge": judge, + "model_pair": series_id, + "model_pair_label": MODEL_PAIR_LABELS.get(series_id, str(series_label)), + "label_source": label_source, + "label_caveat": caveat, + "availability_metric": AVAILABILITY_METRIC, + "availability_definition": AVAILABILITY_DEFINITION, + "midpoint_definition": MIDPOINT_DEFINITION, + "A": fit["A"], + "k": fit["k"], + "slope_beta": fit["k"], + "midpoint": fit["midpoint"], + "midpoint_percent": np.nan if pd.isna(fit["midpoint"]) else 100.0 * float(fit["midpoint"]), + "weighted_r2": fit["weighted_r2"], + "fit_status": fit["fit_status"], + "fit_quality": classify_fit_quality( + pd.to_numeric(pd.Series([fit["weighted_r2"]]), errors="coerce").iloc[0] + ), + "mean_auc": mean_auc, + "n_bins": int((group["pairs"] > 0).sum()), + "n_pairs": pair_total, + "n_pools": int(group["n_pools"].sum()), + "n_parse_failed": int(group["n_parse_failed"].sum()), + "source_file": rel(source_file), + } + ) + return out + + +def _is_truthy(value: object) -> bool: + return str(value or "").strip().lower() in TRUTHY + + +def _split_ids(value: object) -> list[str]: + return [part.strip() for part in str(value or "").split("|") if part.strip()] + + +def question_level_selector_counts( + formal_root: Path, + benchmarks: Iterable[str], + regime: str, + *, + generator: str = "deepseek", + judge: str = "deepseek", + sample_bank_dirs: Mapping[str, Path] | None = None, +) -> pd.DataFrame: + """Return pairwise ranking counts at the independent question level.""" + + records: list[dict[str, object]] = [] + for benchmark in benchmarks: + sample_path = sample_bank_path( + formal_root, + generator, + benchmark, + sample_bank_dirs=sample_bank_dirs, + ) + ranking_path = ( + formal_root + / "selector_rankings" + / f"{judge}_judge" + / f"{generator}_generated" + / benchmark + / f"{regime}_ranking.csv" + ) + if not sample_path.exists() or not ranking_path.exists(): + raise FileNotFoundError( + "Missing formal selector input for " + f"{generator}->{judge}/{benchmark}/{regime}: " + f"sample={sample_path}, ranking={ranking_path}" + ) + + totals: dict[str, int] = defaultdict(int) + corrects: dict[str, int] = defaultdict(int) + with sample_path.open(newline="", encoding="utf-8") as handle: + for row in csv.DictReader(handle): + if "generation_parse_ok" in row and not _is_truthy(row.get("generation_parse_ok")): + continue + question_id = str(row.get("question_id", "")).strip() + label = str(row.get("label", "")).strip() + if not question_id or label not in {"0", "1"}: + continue + totals[question_id] += 1 + corrects[question_id] += int(label) + p_gen = {question_id: corrects[question_id] / total for question_id, total in totals.items() if total} + + aggregates: dict[tuple[str, float], dict[str, int]] = defaultdict( + lambda: { + "wins": 0, + "pairs": 0, + "n_pools": 0, + "n_parse_failed": 0, + } + ) + missing_availability: set[str] = set() + with ranking_path.open(newline="", encoding="utf-8") as handle: + for row in csv.DictReader(handle): + question_id = str(row.get("question_id", "")).strip() + availability = p_gen.get(question_id) + if availability is None: + if question_id: + missing_availability.add(question_id) + continue + key = (question_id, bin_midpoint(availability)) + if not _is_truthy(row.get("parse_ok")): + aggregates[key]["n_parse_failed"] += 1 + continue + wins, pairs = ranking_pair_counts( + correct_meme_ids=set(_split_ids(row.get("correct_meme_id"))), + candidate_order=_split_ids(row.get("candidate_order")), + ranking=_split_ids(row.get("ranking")), + ) + if pairs <= 0: + continue + aggregates[key]["wins"] += wins + aggregates[key]["pairs"] += pairs + aggregates[key]["n_pools"] += 1 + + if missing_availability: + preview = ", ".join(sorted(missing_availability)[:5]) + raise ValueError( + f"{len(missing_availability)} ranked questions lack full-bank p_gen " + f"for {generator}->{judge}/{benchmark}/{regime}: {preview}" + ) + + for (question_id, p_gen_bin_mid), values in aggregates.items(): + records.append( + { + "benchmark": benchmark, + "question_id": question_id, + "generator": generator, + "judge": judge, + "series_id": f"{generator}->{judge}", + "p_gen": p_gen[question_id], + "p_gen_bin_mid": p_gen_bin_mid, + "p_correct_bin_mid": p_gen_bin_mid, + **values, + } + ) + + frame = pd.DataFrame(records) + if frame.empty: + raise ValueError( + "No parse-valid selector pairs found for " + f"{generator}->{judge}/{regime}" + ) + return frame.sort_values(["benchmark", "question_id"]).reset_index(drop=True) + + +def aggregate_question_counts(question_frame: pd.DataFrame) -> pd.DataFrame: + question_frame = question_frame.copy() + if "n_parse_failed" not in question_frame.columns: + question_frame["n_parse_failed"] = 0 + grouped = ( + question_frame.groupby("p_gen_bin_mid", as_index=False) + .agg( + wins=("wins", "sum"), + pairs=("pairs", "sum"), + n_pools=("n_pools", "sum"), + n_parse_failed=("n_parse_failed", "sum"), + n_questions=("question_id", "count"), + ) + .sort_values("p_gen_bin_mid") + ) + grouped["auc"] = grouped["wins"] / grouped["pairs"] + grouped["p_correct_bin_mid"] = grouped["p_gen_bin_mid"] + return tag_availability_metric(grouped) + + +def _question_keys(frame: pd.DataFrame) -> set[tuple[str, str]]: + return set( + zip( + frame["benchmark"].astype(str), + frame["question_id"].astype(str), + strict=True, + ) + ) + + +def _filter_question_keys( + frame: pd.DataFrame, + keys: set[tuple[str, str]], +) -> pd.DataFrame: + mask = [ + (str(benchmark), str(question_id)) in keys + for benchmark, question_id in zip( + frame["benchmark"], + frame["question_id"], + strict=True, + ) + ] + return frame.loc[mask].copy() + + +def _question_overlap_row( + left: pd.DataFrame, + right: pd.DataFrame, + *, + regime: str, + benchmark: str, + left_generator: str, + right_generator: str, +) -> dict[str, object]: + left_keys = _question_keys(left) + right_keys = _question_keys(right) + intersection = left_keys & right_keys + union = left_keys | right_keys + return { + "regime": regime, + "benchmark": benchmark, + "judge": "deepseek", + "left_generator": left_generator, + "right_generator": right_generator, + "left_questions": len(left_keys), + "right_questions": len(right_keys), + "shared_questions": len(intersection), + "union_questions": len(union), + "jaccard": len(intersection) / len(union) if union else np.nan, + "left_coverage": len(intersection) / len(left_keys) if left_keys else np.nan, + "right_coverage": len(intersection) / len(right_keys) if right_keys else np.nan, + "matching_unit": "benchmark and question_id", + "trace_pairing": "different generated traces", + } + + +def _matched_fit_row( + frame: pd.DataFrame, + *, + regime: str, + generator: str, + shared_questions: int, +) -> tuple[dict[str, object], pd.DataFrame]: + binned = aggregate_question_counts(frame) + fit = fit_boundary(binned) + pair_total = int(binned["pairs"].sum()) + row = { + "benchmark_scope": "four_benchmark_modeling_set", + "regime": regime, + "generator": generator, + "judge": "deepseek", + "model_pair": f"{generator}->deepseek", + "question_support": "same benchmark-question intersection", + "trace_pairing": "different generated traces", + "n_shared_questions": shared_questions, + "n_pools": int(binned["n_pools"].sum()), + "n_pairs": pair_total, + "n_bins": int((binned["pairs"] > 0).sum()), + "mean_auc": float(binned["wins"].sum() / pair_total), + "A": fit["A"], + "slope_beta": fit["k"], + "midpoint": fit["midpoint"], + "midpoint_percent": ( + np.nan + if pd.isna(fit["midpoint"]) + else 100.0 * float(fit["midpoint"]) + ), + "weighted_r2": fit["weighted_r2"], + "fit_status": fit["fit_status"], + "fit_quality": classify_fit_quality( + pd.to_numeric( + pd.Series([fit["weighted_r2"]]), errors="coerce" + ).iloc[0] + ), + "availability_metric": AVAILABILITY_METRIC, + "inference_scope": ( + "question-matched generator-conditioned candidate distributions; " + "not per-trace causal effect of thinking setting" + ), + } + binned = binned.assign( + benchmark_scope="four_benchmark_modeling_set", + regime=regime, + generator=generator, + judge="deepseek", + model_pair=f"{generator}->deepseek", + question_support="same benchmark-question intersection", + trace_pairing="different generated traces", + ) + return row, binned + + +def _paired_generator_bootstrap( + left: pd.DataFrame, + right: pd.DataFrame, + *, + regime: str, + n_bootstrap: int = BOOTSTRAP_REPLICATES, + seed: int = BOOTSTRAP_SEED, +) -> dict[str, object]: + """Resample shared questions and recompute both generator-bank fits.""" + + value_columns = [ + "p_gen", + "p_gen_bin_mid", + "p_correct_bin_mid", + "wins", + "pairs", + "n_pools", + "n_parse_failed", + ] + paired = left[["benchmark", "question_id", *value_columns]].merge( + right[["benchmark", "question_id", *value_columns]], + on=["benchmark", "question_id"], + how="inner", + validate="one_to_one", + suffixes=("_left", "_right"), + ) + if paired.empty: + raise ValueError(f"No shared questions for paired generator bootstrap/{regime}") + + def side_frame(frame: pd.DataFrame, suffix: str) -> pd.DataFrame: + renamed = frame[["benchmark", "question_id"]].copy() + for column in value_columns: + renamed[column] = frame[f"{column}_{suffix}"].to_numpy() + return renamed + + observed_left = side_frame(paired, "left") + observed_right = side_frame(paired, "right") + left_binned = aggregate_question_counts(observed_left) + right_binned = aggregate_question_counts(observed_right) + left_fit = fit_boundary(left_binned) + right_fit = fit_boundary(right_binned) + left_auc = float(left_binned["wins"].sum() / left_binned["pairs"].sum()) + right_auc = float(right_binned["wins"].sum() / right_binned["pairs"].sum()) + + rng = np.random.default_rng(seed) + benchmark_groups = [ + group.reset_index(drop=True) + for _, group in paired.groupby("benchmark", sort=True) + ] + delta_r2_samples: list[float] = [] + delta_auc_samples: list[float] = [] + for _ in range(n_bootstrap): + sampled = pd.concat( + [ + group.iloc[rng.integers(0, len(group), size=len(group))] + for group in benchmark_groups + ], + ignore_index=True, + ) + sample_left = aggregate_question_counts(side_frame(sampled, "left")) + sample_right = aggregate_question_counts(side_frame(sampled, "right")) + sample_left_fit = fit_boundary(sample_left) + sample_right_fit = fit_boundary(sample_right) + if ( + sample_left_fit["fit_status"] != "ok" + or sample_right_fit["fit_status"] != "ok" + ): + continue + delta_r2_samples.append( + float(sample_right_fit["weighted_r2"]) + - float(sample_left_fit["weighted_r2"]) + ) + delta_auc_samples.append( + float(sample_right["wins"].sum() / sample_right["pairs"].sum()) + - float(sample_left["wins"].sum() / sample_left["pairs"].sum()) + ) + + if len(delta_r2_samples) < max(100, int(0.8 * n_bootstrap)): + raise ValueError( + f"Only {len(delta_r2_samples)}/{n_bootstrap} matched bootstrap fits " + f"succeeded for {regime}" + ) + delta_r2 = np.asarray(delta_r2_samples) + delta_auc = np.asarray(delta_auc_samples) + return { + "benchmark_scope": "four_benchmark_modeling_set", + "regime": regime, + "left_model_pair": "mimo->deepseek", + "right_model_pair": "mimo_medium->deepseek", + "n_shared_questions": int(len(paired)), + "left_mean_auc": left_auc, + "right_mean_auc": right_auc, + "delta_mean_auc": right_auc - left_auc, + "delta_mean_auc_ci_low": float(np.quantile(delta_auc, 0.025)), + "delta_mean_auc_ci_high": float(np.quantile(delta_auc, 0.975)), + "left_weighted_r2": float(left_fit["weighted_r2"]), + "right_weighted_r2": float(right_fit["weighted_r2"]), + "delta_weighted_r2": ( + float(right_fit["weighted_r2"]) - float(left_fit["weighted_r2"]) + ), + "delta_weighted_r2_ci_low": float(np.quantile(delta_r2, 0.025)), + "delta_weighted_r2_ci_high": float(np.quantile(delta_r2, 0.975)), + "n_bootstrap": n_bootstrap, + "n_bootstrap_success": len(delta_r2_samples), + "bootstrap_unit": "paired question, stratified by benchmark", + "bootstrap_seed": seed, + "question_support": "same benchmark-question intersection", + "trace_pairing": "different generated traces", + "inference_scope": ( + "question-matched generator-conditioned candidate distributions; " + "not per-trace causal effect of thinking setting" + ), + } + + +def build_generator_bank_question_matched_summaries( + formal_root: Path = FIVE_BENCH_ROOT, + benchmarks: Iterable[str] = MODELING_BENCHMARKS, + *, + sample_bank_dirs: Mapping[str, Path] | None = None, +) -> tuple[pd.DataFrame, pd.DataFrame, pd.DataFrame]: + """Quantify support overlap and refit generator contrasts on the same questions.""" + + resolved_benchmarks = tuple(benchmarks) + sample_dirs = SAMPLE_BANK_DIR_OVERRIDES if sample_bank_dirs is None else sample_bank_dirs + overlap_rows: list[dict[str, object]] = [] + fit_rows: list[dict[str, object]] = [] + binned_frames: list[pd.DataFrame] = [] + bootstrap_rows: list[dict[str, object]] = [] + + for regime in ("natural", "balanced"): + frames = { + generator: question_level_selector_counts( + formal_root, + resolved_benchmarks, + regime, + generator=generator, + judge="deepseek", + sample_bank_dirs=sample_dirs, + ).query("pairs > 0").copy() + for generator in ("deepseek", "mimo", "mimo_medium") + } + + for left_generator, right_generator in ( + ("deepseek", "mimo"), + ("deepseek", "mimo_medium"), + ("mimo", "mimo_medium"), + ): + for benchmark in (*resolved_benchmarks, "__pooled__"): + left = frames[left_generator] + right = frames[right_generator] + if benchmark != "__pooled__": + left = left[left["benchmark"] == benchmark] + right = right[right["benchmark"] == benchmark] + overlap_rows.append( + _question_overlap_row( + left, + right, + regime=regime, + benchmark=benchmark, + left_generator=left_generator, + right_generator=right_generator, + ) + ) + + left = frames["mimo"] + right = frames["mimo_medium"] + shared_keys = _question_keys(left) & _question_keys(right) + matched_left = _filter_question_keys(left, shared_keys) + matched_right = _filter_question_keys(right, shared_keys) + for generator, frame in (("mimo", left), ("mimo_medium", right)): + matched = matched_left if generator == "mimo" else matched_right + row, binned = _matched_fit_row( + matched, + regime=regime, + generator=generator, + shared_questions=len(shared_keys), + ) + fit_rows.append(row) + binned_frames.append(binned) + bootstrap_rows.append( + _paired_generator_bootstrap( + matched_left, + matched_right, + regime=regime, + ) + ) + + overlap = pd.DataFrame(overlap_rows) + fits = pd.DataFrame(fit_rows) + binned = pd.concat(binned_frames, ignore_index=True) + bootstrap = pd.DataFrame(bootstrap_rows) + overlap.to_csv( + OUT_DIR / "selector_boundary_generator_bank_question_overlap.csv", + index=False, + ) + fits.to_csv( + OUT_DIR / "selector_boundary_generator_bank_matched_fit_summary.csv", + index=False, + ) + binned.to_csv( + OUT_DIR / "selector_boundary_generator_bank_matched_binned_auc.csv", + index=False, + ) + bootstrap.to_csv( + OUT_DIR / "selector_boundary_generator_bank_matched_bootstrap_summary.csv", + index=False, + ) + return overlap, fits, binned + + +def bootstrap_selector_scope( + question_frame: pd.DataFrame, + benchmark_scope: str, + regime: str, + *, + n_bootstrap: int = BOOTSTRAP_REPLICATES, + seed: int = BOOTSTRAP_SEED, +) -> tuple[dict[str, object], pd.DataFrame, pd.DataFrame]: + """Bootstrap questions within benchmark strata and refit the boundary.""" + + observed = aggregate_question_counts(question_frame) + observed_fit = fit_boundary(observed) + if observed_fit["fit_status"] != "ok": + raise ValueError(f"Observed boundary fit failed for {benchmark_scope}/{regime}") + + rng = np.random.default_rng(seed) + benchmark_groups = [group.reset_index(drop=True) for _, group in question_frame.groupby("benchmark", sort=True)] + bins = observed["p_gen_bin_mid"].to_numpy(dtype=float) + grid = np.linspace(0.002, 0.998, 250) + midpoint_samples: list[float] = [] + curve_samples: list[np.ndarray] = [] + auc_samples: dict[float, list[float]] = {float(value): [] for value in bins} + + for _ in range(n_bootstrap): + sampled = pd.concat( + [group.iloc[rng.integers(0, len(group), size=len(group))] for group in benchmark_groups], + ignore_index=True, + ) + binned = aggregate_question_counts(sampled) + auc_by_bin = binned.set_index("p_gen_bin_mid")["auc"].to_dict() + for value in bins: + auc_samples[float(value)].append(float(auc_by_bin.get(float(value), np.nan))) + + fit = fit_boundary(binned) + if fit["fit_status"] != "ok": + continue + midpoint_samples.append(float(fit["midpoint"])) + curve_samples.append( + auc_boundary(grid, float(fit["A"]), float(fit["k"]), float(fit["midpoint"])) + ) + + if len(midpoint_samples) < max(100, int(0.8 * n_bootstrap)): + raise ValueError( + f"Only {len(midpoint_samples)}/{n_bootstrap} bootstrap fits succeeded for {benchmark_scope}/{regime}" + ) + + midpoint_array = np.asarray(midpoint_samples) + curve_array = np.vstack(curve_samples) + summary = { + "benchmark_scope": benchmark_scope, + "regime": regime, + "availability_metric": AVAILABILITY_METRIC, + "availability_definition": AVAILABILITY_DEFINITION, + "midpoint_definition": MIDPOINT_DEFINITION, + "observed_midpoint": float(observed_fit["midpoint"]), + "midpoint_ci_low": float(np.quantile(midpoint_array, 0.025)), + "midpoint_ci_high": float(np.quantile(midpoint_array, 0.975)), + "n_questions": int(len(question_frame)), + "n_pools": int(question_frame["n_pools"].sum()), + "n_pairs": int(question_frame["pairs"].sum()), + "n_bootstrap": n_bootstrap, + "n_bootstrap_success": int(len(midpoint_samples)), + "bootstrap_unit": "question, stratified by benchmark", + "bootstrap_seed": seed, + } + + binned_rows: list[dict[str, object]] = [] + for row in observed.itertuples(index=False): + samples = np.asarray(auc_samples[float(row.p_gen_bin_mid)], dtype=float) + finite = samples[np.isfinite(samples)] + binned_rows.append( + { + "benchmark_scope": benchmark_scope, + "regime": regime, + "p_gen_bin_mid": row.p_gen_bin_mid, + "auc": row.auc, + "auc_ci_low": float(np.quantile(finite, 0.025)), + "auc_ci_high": float(np.quantile(finite, 0.975)), + "wins": row.wins, + "pairs": row.pairs, + "n_pools": row.n_pools, + "n_questions": row.n_questions, + "availability_metric": AVAILABILITY_METRIC, + } + ) + + curve = pd.DataFrame( + { + "benchmark_scope": benchmark_scope, + "regime": regime, + "p_gen": grid, + "fit_auc": auc_boundary( + grid, + float(observed_fit["A"]), + float(observed_fit["k"]), + float(observed_fit["midpoint"]), + ), + "fit_ci_low": np.quantile(curve_array, 0.025, axis=0), + "fit_ci_high": np.quantile(curve_array, 0.975, axis=0), + "availability_metric": AVAILABILITY_METRIC, + } + ) + return summary, pd.DataFrame(binned_rows), curve + + +def build_selector_boundary_bootstrap_summaries() -> None: + specs = [ + ( + FIVE_BENCH_ROOT, + ("mmlu_pro", "gpqa", "medxpertqa", "musr"), + "four_benchmark_modeling_set", + "natural", + ), + ( + FIVE_BENCH_ROOT, + ("mmlu_pro", "gpqa", "medxpertqa", "musr"), + "four_benchmark_modeling_set", + "balanced", + ), + (FIVE_BENCH_ROOT, ("hle_text_mc",), "hle_mc_external_validation", "natural"), + (HLE_QA_ROOT, ("hle_text_qa_verified",), "hle_qa_open_answer_diagnostic", "natural"), + ] + summaries: list[dict[str, object]] = [] + binned_frames: list[pd.DataFrame] = [] + curve_frames: list[pd.DataFrame] = [] + for formal_root, benchmarks, benchmark_scope, regime in specs: + question_frame = question_level_selector_counts(formal_root, benchmarks, regime) + summary, binned, curve = bootstrap_selector_scope( + question_frame, + benchmark_scope, + regime, + ) + summaries.append(summary) + binned_frames.append(binned) + curve_frames.append(curve) + + pd.DataFrame(summaries).to_csv(OUT_DIR / "selector_boundary_question_bootstrap_summary.csv", index=False) + pd.concat(binned_frames, ignore_index=True).to_csv( + OUT_DIR / "selector_boundary_binned_auc_question_ci.csv", + index=False, + ) + pd.concat(curve_frames, ignore_index=True).to_csv( + OUT_DIR / "selector_boundary_curve_question_ci.csv", + index=False, + ) + + +def build_selector_boundary_summaries() -> None: + model_binned, _model_fits = build_model_pair_boundary_summaries() + four = model_binned[ + (model_binned["benchmark_scope"] == "four_benchmark_modeling_set") + & np.isclose(model_binned["bin_width"], 0.02) + ].copy() + hle_qa = tag_availability_metric(pd.read_csv(HLE_QA_MODEL_PAIR_BINNED)) + hle_qa["benchmark"] = "hle_text_qa_verified" + hle_mc = model_binned[ + (model_binned["benchmark_scope"] == "hle_text_mc") + & np.isclose(model_binned["bin_width"], 0.02) + ].copy() + validate_availability_frame(four, "four-benchmark boundary") + validate_availability_frame(hle_mc, "HLE MC boundary") + validate_availability_frame(hle_qa, "HLE QA boundary") + hle_mc.to_csv(OUT_DIR / "hle_mc_model_pair_binned_auc.csv", index=False) + + all_rows: list[dict[str, object]] = [] + all_rows += add_fit_rows( + four, + "four_benchmark_modeling_set", + "MMLU-Pro + GPQA + MedXpertQA + MuSR", + OUT_DIR / "selector_boundary_model_pair_binned_auc.csv", + "official benchmark answer keys", + "main_boundary", + "Main text should use DS-DS as the clean primary line; other model pairs are robustness.", + ) + all_rows += add_fit_rows( + hle_mc, + "hle_mc_external_validation", + "HLE multiple-choice", + OUT_DIR / "hle_mc_model_pair_binned_auc.csv", + "official multiple-choice labels", + "external_validation", + "HLE MC was not used to fit the four-benchmark boundary.", + ) + all_rows += add_fit_rows( + hle_qa, + "hle_qa_open_answer_diagnostic", + "HLE open-answer QA", + HLE_QA_MODEL_PAIR_BINNED, + "DeepSeek reference-answer equivalence judge plus HLE reference answers", + "judge_dependent_external_diagnostic", + "Open-answer correctness labels are judge-dependent; ranking judge did not receive the reference answer.", + ) + fits = pd.DataFrame(all_rows) + order = {pair_id: index for index, pair_id in enumerate(MODEL_PAIR_IDS)} + fits["_pair_order"] = fits["model_pair"].map(order).fillna(99) + fits = fits.sort_values(["benchmark_scope", "regime", "_pair_order"]).drop(columns=["_pair_order"]) + fits.to_csv(OUT_DIR / "selector_boundary_2x2_robustness_summary.csv", index=False) + + dsds = fits[fits["model_pair"] == "deepseek->deepseek"].copy() + dsds["primary_fig2_use"] = np.where(dsds["regime"] == "natural", "main_fig2_boundary_or_external_shift", "balanced_diagnostic") + dsds.to_csv(OUT_DIR / "selector_boundary_dsds_fit_summary.csv", index=False) + + binned_dsds = pd.concat( + [ + four[four["series_id"] == "deepseek->deepseek"].assign(benchmark_scope="four_benchmark_modeling_set"), + hle_mc[hle_mc["series_id"] == "deepseek->deepseek"].assign(benchmark_scope="hle_mc_external_validation"), + hle_qa[hle_qa["series_id"] == "deepseek->deepseek"].assign(benchmark_scope="hle_qa_open_answer_diagnostic"), + ], + ignore_index=True, + ) + binned_dsds.to_csv(OUT_DIR / "selector_boundary_dsds_binned_auc.csv", index=False) + build_selector_boundary_bootstrap_summaries() + + +def build_replay_summaries() -> None: + bench = pd.read_csv(GLOBAL_REPLAY_ROOT / "benchmark_summary.csv") + bench["benchmark_label"] = bench["benchmark"].map(BENCHMARK_LABELS).fillna(bench["benchmark"]) + bench["strategy_label"] = bench["strategy"].map(STRATEGY_LABELS).fillna(bench["strategy"]) + bench["regime"] = "natural" + bench["generator"] = "deepseek" + bench["judge"] = "deepseek" + bench["accuracy_percent"] = bench["accuracy"] * 100.0 + bench["ci_low_percent"] = bench["ci_low"] * 100.0 + bench["ci_high_percent"] = bench["ci_high"] * 100.0 + bench["source_file"] = rel(GLOBAL_REPLAY_ROOT / "benchmark_summary.csv") + bench.to_csv(OUT_DIR / "natural_replay_accuracy_summary.csv", index=False) + + paired = pd.read_csv(GLOBAL_REPLAY_ROOT / "paired_deltas.csv") + paired["benchmark_label"] = paired["benchmark"].map(BENCHMARK_LABELS).fillna(paired["benchmark"]) + paired["regime"] = "natural" + paired["generator"] = "deepseek" + paired["judge"] = "deepseek" + paired["mean_delta_percent_points"] = paired["mean_delta"] * 100.0 + paired["ci_low_percent_points"] = paired["ci_low"] * 100.0 + paired["ci_high_percent_points"] = paired["ci_high"] * 100.0 + paired["source_file"] = rel(GLOBAL_REPLAY_ROOT / "paired_deltas.csv") + paired.to_csv(OUT_DIR / "natural_replay_paired_delta_summary.csv", index=False) + + strat = pd.read_csv(GLOBAL_REPLAY_ROOT / "stratified_summary.csv") + strat["benchmark_label"] = strat["benchmark"].map(BENCHMARK_LABELS).fillna(strat["benchmark"]) + strat["strategy_label"] = strat["strategy"].map(STRATEGY_LABELS).fillna(strat["strategy"]) + strat["regime"] = "natural" + strat["generator"] = "deepseek" + strat["judge"] = "deepseek" + strat["accuracy_percent"] = strat["accuracy"] * 100.0 + strat["ci_low_percent"] = strat["ci_low"] * 100.0 + strat["ci_high_percent"] = strat["ci_high"] * 100.0 + strat["source_file"] = rel(GLOBAL_REPLAY_ROOT / "stratified_summary.csv") + strat.to_csv(OUT_DIR / "natural_replay_stratified_summary.csv", index=False) + + +def build_mechanism_summaries() -> None: + minority = pd.read_csv(MINORITY_ROOT / "selector_delta_bootstrap_ci.csv") + for prefix in ("rank_soft", "shuffled", "rank_minus_shuffled"): + minority[f"{prefix}_mean_delta_pp"] = minority[f"{prefix}_mean" if prefix == "rank_minus_shuffled" else f"{prefix}_mean_delta"] * 100.0 + minority["rank_soft_ci_low_pp"] = minority["rank_soft_ci_low"] * 100.0 + minority["rank_soft_ci_high_pp"] = minority["rank_soft_ci_high"] * 100.0 + minority["shuffled_ci_low_pp"] = minority["shuffled_ci_low"] * 100.0 + minority["shuffled_ci_high_pp"] = minority["shuffled_ci_high"] * 100.0 + minority["rank_soft_ci_excludes_zero"] = (minority["rank_soft_ci_low"] > 0) | (minority["rank_soft_ci_high"] < 0) + minority["shuffled_ci_excludes_zero"] = (minority["shuffled_ci_low"] > 0) | (minority["shuffled_ci_high"] < 0) + minority["manuscript_role"] = "false_majority_mechanism_control" + minority["source_file"] = rel(MINORITY_ROOT / "selector_delta_bootstrap_ci.csv") + minority.to_csv(OUT_DIR / "minority_diffusion_mechanism_summary.csv", index=False) + + perturb = pd.read_csv(PERTURB_ROOT / "llm_rerank_analysis" / "summary.csv") + perturb["rank_auc_percent"] = perturb["rank_auc"] * 100.0 + perturb["top1_correct_percent"] = perturb["top1_correct_rate"] * 100.0 + perturb["top2_correct_percent"] = perturb["top2_correct_rate"] * 100.0 + perturb["parse_ok_rate"] = perturb["n_parse_ok"] / perturb["n_rows"] + perturb["source_file"] = rel(PERTURB_ROOT / "llm_rerank_analysis" / "summary.csv") + perturb.to_csv(OUT_DIR / "perturbation_prompt_mode_summary.csv", index=False) + + +def _load_k16_cohort_strategy_rows( + cohort: str, + spec: Mapping[str, object], +) -> pd.DataFrame: + """Recompute k=16 majority, rank and oracle outcomes from preserved rows.""" + + pools_path = Path(spec["pools"]) + rankings_path = Path(spec["rankings"]) + generator = str(spec["generator"]) + pools = pd.read_csv(pools_path, dtype=str, keep_default_na=False) + rankings = pd.read_csv(rankings_path, dtype=str, keep_default_na=False) + if "generator" in pools.columns: + pools = pools[pools["generator"] == generator].copy() + if "generator" in rankings.columns: + rankings = rankings[rankings["generator"] == generator].copy() + rankings = rankings[ + rankings["parse_ok"].astype(str).str.strip().str.lower().isin(TRUTHY) + ].copy() + if rankings["pool_id"].duplicated().any(): + raise ValueError(f"Duplicate parse-valid k=16 rankings in {cohort}") + ranking_by_pool = rankings.set_index("pool_id", drop=False).to_dict("index") + + rows: list[dict[str, object]] = [] + for pool_id, group in pools.groupby("pool_id", sort=False): + ranking_row = ranking_by_pool.get(str(pool_id)) + if ranking_row is None or len(group) != 16: + continue + ordered = group.copy() + ordered["_sample_index"] = pd.to_numeric( + ordered["sample_index"], errors="raise" + ) + ordered = ordered.sort_values("_sample_index", kind="stable") + pool_rows = ordered.drop(columns="_sample_index").to_dict("records") + key = { + "benchmark": str(ordered.iloc[0]["benchmark"]), + "question_id": str(ordered.iloc[0]["question_id"]), + } + rows.append( + { + **key, + "cohort": cohort, + "generator": generator, + "pool_id": str(pool_id), + "majority_vote_correct": int( + _strategy_correct( + pool_rows, + ranking_row, + "majority@16", + K16_STRATEGY_SEED, + ) + ), + "deepseek_rank_correct": int( + _strategy_correct( + pool_rows, + ranking_row, + "rank@16", + K16_STRATEGY_SEED, + ) + ), + "oracle_correct": int( + _strategy_correct( + pool_rows, + ranking_row, + "oracle@16", + K16_STRATEGY_SEED, + ) + ), + "pools_source": rel(pools_path), + "rankings_source": rel(rankings_path), + } + ) + frame = pd.DataFrame(rows) + if frame.empty: + raise ValueError(f"No complete parse-valid k=16 rows found for {cohort}") + key_columns = ["benchmark", "question_id"] + if frame.duplicated(key_columns).any(): + raise ValueError(f"Multiple k=16 pools per benchmark-question in {cohort}") + return frame + + +def build_k16_question_matched_pool_setting_summary( + *, + n_bootstrap: int = BOOTSTRAP_REPLICATES, + seed: int = BOOTSTRAP_SEED, +) -> tuple[pd.DataFrame, pd.DataFrame]: + """Compare Mimo pool settings on exactly the same k=16 questions.""" + + frames = { + cohort: _load_k16_cohort_strategy_rows(cohort, spec) + for cohort, spec in K16_MATCHED_COHORTS.items() + } + no_think = frames["mimo_no_think"] + medium = frames["mimo_medium_thinking"] + keys = ["benchmark", "question_id"] + paired = no_think.merge( + medium, + on=keys, + how="inner", + validate="one_to_one", + suffixes=("_no_think", "_medium"), + ) + if paired.empty: + raise ValueError("No shared k=16 questions across Mimo pool settings") + + metric_columns = ( + "majority_vote_correct", + "deepseek_rank_correct", + "oracle_correct", + ) + observed: dict[str, dict[str, float]] = {} + for suffix, cohort in ( + ("no_think", "mimo_no_think"), + ("medium", "mimo_medium_thinking"), + ): + values = { + metric: float(paired[f"{metric}_{suffix}"].mean()) + for metric in metric_columns + } + values["rank_minus_majority"] = ( + values["deepseek_rank_correct"] - values["majority_vote_correct"] + ) + observed[cohort] = values + + rng = np.random.default_rng(seed) + benchmark_groups = [ + group.reset_index(drop=True) + for _, group in paired.groupby("benchmark", sort=True) + ] + bootstrap_values: dict[str, list[float]] = defaultdict(list) + for _ in range(n_bootstrap): + sampled = pd.concat( + [ + group.iloc[rng.integers(0, len(group), size=len(group))] + for group in benchmark_groups + ], + ignore_index=True, + ) + for suffix, cohort in ( + ("no_think", "mimo_no_think"), + ("medium", "mimo_medium_thinking"), + ): + majority = float(sampled[f"majority_vote_correct_{suffix}"].mean()) + rank = float(sampled[f"deepseek_rank_correct_{suffix}"].mean()) + bootstrap_values[f"{cohort}:rank_minus_majority"].append(rank - majority) + for metric in metric_columns: + bootstrap_values[f"contrast:{metric}"].append( + float(sampled[f"{metric}_medium"].mean()) + - float(sampled[f"{metric}_no_think"].mean()) + ) + bootstrap_values["contrast:rank_minus_majority"].append( + bootstrap_values["mimo_medium_thinking:rank_minus_majority"][-1] + - bootstrap_values["mimo_no_think:rank_minus_majority"][-1] + ) + + summary_rows: list[dict[str, object]] = [] + for cohort, frame in frames.items(): + values = observed[cohort] + gains = np.asarray(bootstrap_values[f"{cohort}:rank_minus_majority"]) + summary_rows.append( + { + "cohort": cohort, + "generator": str(K16_MATCHED_COHORTS[cohort]["generator"]), + "ranking_judge": "deepseek", + "pool_size": 16, + "n_source_questions": int(len(frame)), + "n_shared_questions": int(len(paired)), + "shared_question_coverage": float(len(paired) / len(frame)), + "majority_vote_accuracy": values["majority_vote_correct"], + "deepseek_rank_accuracy": values["deepseek_rank_correct"], + "oracle_accuracy": values["oracle_correct"], + "rank_minus_majority_pp": values["rank_minus_majority"] * 100.0, + "rank_minus_majority_ci_low_pp": float(np.quantile(gains, 0.025) * 100.0), + "rank_minus_majority_ci_high_pp": float(np.quantile(gains, 0.975) * 100.0), + "n_bootstrap": n_bootstrap, + "bootstrap_unit": "paired question, stratified by benchmark", + "bootstrap_seed": seed, + "question_support": "exact benchmark-question intersection", + "trace_pairing": "different generated traces", + } + ) + + contrast_row: dict[str, object] = { + "contrast": "mimo_medium_thinking_minus_mimo_no_think", + "pool_size": 16, + "n_shared_questions": int(len(paired)), + "n_bootstrap": n_bootstrap, + "bootstrap_unit": "paired question, stratified by benchmark", + "bootstrap_seed": seed, + "question_support": "exact benchmark-question intersection", + "trace_pairing": "different generated traces", + "inference_scope": ( + "question-matched generator-conditioned pool distributions; " + "not a per-trace causal effect of thinking setting" + ), + } + for metric in (*metric_columns, "rank_minus_majority"): + observed_delta = ( + observed["mimo_medium_thinking"][metric] + - observed["mimo_no_think"][metric] + ) + samples = np.asarray(bootstrap_values[f"contrast:{metric}"]) + prefix = metric.removesuffix("_correct") + contrast_row[f"delta_{prefix}_pp"] = observed_delta * 100.0 + contrast_row[f"delta_{prefix}_ci_low_pp"] = float( + np.quantile(samples, 0.025) * 100.0 + ) + contrast_row[f"delta_{prefix}_ci_high_pp"] = float( + np.quantile(samples, 0.975) * 100.0 + ) + + summary = pd.DataFrame(summary_rows) + contrast = pd.DataFrame([contrast_row]) + summary.to_csv( + OUT_DIR / "pool_setting_k16_question_matched_strategy_summary.csv", + index=False, + ) + contrast.to_csv( + OUT_DIR / "pool_setting_k16_question_matched_contrast.csv", + index=False, + ) + return summary, contrast + + +def build_pool_size_cost_summary() -> None: + cost = pd.read_csv(POOL_COST_ROOT / "summaries" / "natural_pool_size_strategy_accuracy_cost.csv") + cost = cost[(cost["benchmark"] == "__global__") & (cost["cost_scenario"] == "paid_equivalent_cache_miss")].copy() + cost["regime"] = "natural" + cost["method_family"] = cost["strategy"].str.extract(r"^([^@]+)", expand=False) + cost["accuracy_percent"] = cost["accuracy"] * 100.0 + cost["ci_low_percent"] = cost["ci_low"] * 100.0 + cost["ci_high_percent"] = cost["ci_high"] * 100.0 + cost["source_file"] = rel(POOL_COST_ROOT / "summaries" / "natural_pool_size_strategy_accuracy_cost.csv") + keep = [ + "population", + "regime", + "pool_size", + "rank_source", + "benchmark", + "generator", + "selector", + "cell_id", + "strategy", + "method_family", + "cost_scenario", + "n_questions", + "accuracy", + "accuracy_percent", + "ci_low_percent", + "ci_high_percent", + "generation_requests", + "selector_requests", + "total_tokens", + "estimated_cost_usd_normalized", + "relative_cost_vs_single", + "cost_per_correct", + "accuracy_status", + "source_file", + ] + cost[keep].to_csv(OUT_DIR / "pool_size_cost_summary.csv", index=False) + + +def markdown_table(rows: Iterable[Iterable[object]], headers: list[str]) -> str: + out = ["| " + " | ".join(headers) + " |", "| " + " | ".join(["---"] * len(headers)) + " |"] + for row in rows: + out.append("| " + " | ".join(str(x) for x in row) + " |") + return "\n".join(out) + + +def write_readme_and_index() -> None: + dsds = pd.read_csv(OUT_DIR / "selector_boundary_dsds_fit_summary.csv") + replay = pd.read_csv(OUT_DIR / "natural_replay_accuracy_summary.csv") + paired = pd.read_csv(OUT_DIR / "natural_replay_paired_delta_summary.csv") + minority = pd.read_csv(OUT_DIR / "minority_diffusion_mechanism_summary.csv") + + main_boundary = dsds[(dsds["benchmark_scope"] == "four_benchmark_modeling_set") & (dsds["regime"] == "natural")].iloc[0] + replay_global = replay[(replay["benchmark"] == "__global__") & (replay["strategy"] == "rank_soft_copy")].iloc[0] + replay_majority = replay[(replay["benchmark"] == "__global__") & (replay["strategy"] == "majority_vote")].iloc[0] + replay_delta = paired[(paired["benchmark"] == "__global__") & (paired["stratum"] == "__all__") & (paired["contrast"] == "rank_soft_copy_minus_majority_vote")].iloc[0] + + readme = f"""# Manuscript-Facing Formal Derived Summaries + +These files are derived, manuscript-facing summaries built from the immutable +formal evidence packages under `results/formal/`. They clarify naming, regime, +model-pair, label-source and manuscript role without renaming or moving the +original formal artifacts. + +## Generated Tables + +{markdown_table( + [ + ["selector_boundary_dsds_fit_summary.csv", "Fig. 2 main DS-DS boundary and external validation"], + ["selector_boundary_dsds_binned_auc.csv", "Fig. 2 DS-DS binned AUC source data"], + ["selector_boundary_model_pair_binned_auc.csv", "Seven-cell benchmark-resolved generator-judge sensitivity"], + ["selector_boundary_model_pair_fit_summary.csv", "Seven-cell pooled four- and five-benchmark boundary fits"], + ["selector_boundary_medium_sensitivity_summary.csv", "Matched-factor Mimo no-think-versus-medium sensitivity contrasts"], + ["selector_boundary_generator_bank_question_overlap.csv", "Benchmark-question overlap across generator banks under the same DeepSeek judge"], + ["selector_boundary_generator_bank_matched_fit_summary.csv", "Generator-bank boundary fits restricted to the exact shared-question support"], + ["selector_boundary_generator_bank_matched_binned_auc.csv", "Binned AUC evidence for the shared-question generator-bank fits"], + ["selector_boundary_generator_bank_matched_bootstrap_summary.csv", "Paired question-bootstrap intervals for the shared-support generator contrast"], + ["selector_boundary_model_pair_source_manifest.csv", "Source paths, hashes, parse coverage and sample-bank provenance"], + ["selector_boundary_2x2_robustness_summary.csv", "Legacy-compatible four-cell generator-selector summary"], + ["hle_mc_model_pair_binned_auc.csv", "Derived HLE MC model-pair binned AUC from formal pools and rankings"], + ["natural_replay_accuracy_summary.csv", "Fig. 3 natural-pool replay accuracy"], + ["natural_replay_paired_delta_summary.csv", "Fig. 3 paired replay contrasts"], + ["natural_replay_stratified_summary.csv", "Fig. 3 p_correct regime stratification"], + ["minority_diffusion_mechanism_summary.csv", "Fig. 4 false-majority mechanism summary"], + ["perturbation_prompt_mode_summary.csv", "Fig. 4 prompt-information perturbation summary"], + ["pool_size_cost_summary.csv", "Fig. 4 natural pool-size and cost summary"], + ["pool_setting_k16_question_matched_strategy_summary.csv", "ED Fig. 6 k=16 strategy outcomes on exact shared question support"], + ["pool_setting_k16_question_matched_contrast.csv", "Paired question-bootstrap contrast between Mimo no-think and medium-thinking k=16 pools"], + ], + ["File", "Manuscript role"], + )} + +## Headline Checks + +- Four-benchmark DS-DS natural boundary midpoint: + `{main_boundary['midpoint_percent']:.2f}%`, weighted R2 `{main_boundary['weighted_r2']:.4f}`. +- Complete natural-pool replay rank-guided accuracy: + `{replay_global['accuracy_percent']:.2f}%`. +- Complete natural-pool replay majority-vote accuracy: + `{replay_majority['accuracy_percent']:.2f}%`. +- Rank-guided minus majority paired delta: + `{replay_delta['mean_delta_percent_points']:.2f} pp` + with 95% CI [`{replay_delta['ci_low_percent_points']:.2f}`, `{replay_delta['ci_high_percent_points']:.2f}`]. +- Minority-correct mechanism cells: + `{int((minority['rank_soft_mean_delta'] > 0).sum())}/{len(minority)}` have positive rank-soft mean delta. + +## Mimo-Medium Provenance And Pilot Reconciliation + +- The four `selector_boundary_model_pair_*.csv` and sensitivity files in this + directory supersede + `results/pilots/medium_thinking_selector_boundary/analysis/formal_mimo_medium_vs_original_mimo_fit_point_estimates.csv` + for manuscript use. +- The canonical analysis uses exactly seven observed generator-judge cells; it + does not impute the two unrun Mimo-no-think/Mimo-medium cross-cells. +- For the two pooled four-benchmark curves generated by Mimo (no-think), pair + counts and pair-weighted mean AUC agree with the pilot snapshot, but the + reported weighted R2 differs because these nearly flat curves hit the fitted + amplitude bound (canonical `A <= 0.55`; pilot `A <= 0.60`). Both versions are + classified as low-R2 diagnostics, so midpoint and R2 differences in these two + cells are not interpreted as substantive changes. +- An incremental run status such as `skipped_no_tasks` means that the runner + found no missing work; source presence and parse coverage are established + independently by `selector_boundary_model_pair_source_manifest.csv`. + +## Regime Naming + +- `natural`: candidate pools preserve the observed correct/wrong prevalence from stochastic generation. +- `balanced`: candidate pools are controlled diagnostic/stress-test pools and should not be described as real task prevalence. +- `DS-DS`: DeepSeek-generated candidates ranked by DeepSeek judge. This is the clean main text line for Fig. 2 and Fig. 3. +- `seven-cell model-pair sensitivity`: the four original DeepSeek/Mimo-no-think cells plus DS-generated/Mimo-medium-judged, Mimo-medium-generated/DS-judged and Mimo-medium self-judged cells. The two unrun Mimo-no-think/Mimo-medium cross-cells are not imputed. +- `Mimo (no-think)` and `Mimo (medium-thinking)` are distinct generator or judge conditions. Medium-thinking candidate availability is computed from its own tracked sample bank, never from the Mimo-no-think bank. +- Cross-model cells are robustness and sensitivity evidence. The manuscript's primary boundary remains the pre-specified DS-DS four-benchmark natural line. +""" + (OUT_DIR / "README.md").write_text(readme, encoding="utf-8") + + index = """# Formal Evidence Index + +This index names the formal evidence in manuscript language. The original +`results/formal/` packages remain the provenance source; this index points to +derived summaries intended for figures, tables and reviewer-facing claims. + +## Evidence Map + +""" + index += markdown_table( + [ + [ + "Selector availability boundary", + "Main mechanism law", + "Four-benchmark DS-DS natural/balanced", + "official answer keys", + "Fig. 2B/E", + "derived_summaries/selector_boundary_dsds_fit_summary.csv", + ], + [ + "HLE external boundary shift", + "External validation / stress test", + "HLE MC and HLE QA DS-DS natural", + "HLE MC official labels; HLE QA DeepSeek reference-equivalence labels", + "Fig. 2C/D", + "derived_summaries/selector_boundary_dsds_fit_summary.csv", + ], + [ + "Seven-cell selector sensitivity", + "Cross-model sensitivity", + "Four original cells plus three observed Mimo-medium cells; no imputation of the two unrun cross-cells", + "same as each benchmark family", + "Fig. 2D, Extended Data and Supplement", + "derived_summaries/selector_boundary_model_pair_fit_summary.csv", + ], + [ + "Question-matched generator sensitivity", + "Matched-support robustness", + "Same benchmark-question intersection for Mimo no-think and Mimo medium-thinking banks under the DeepSeek judge", + "official benchmark answer keys", + "Fig. 2D and Methods", + "derived_summaries/selector_boundary_generator_bank_matched_fit_summary.csv", + ], + [ + "Complete natural-pool replay", + "Task-level performance translation", + "16,278 questions and 81,390 natural pools; DS-DS", + "formal candidate correctness labels", + "Fig. 3", + "derived_summaries/natural_replay_accuracy_summary.csv", + ], + [ + "False-majority diffusion", + "Bounded mechanism control", + "713 accepted minority-correct pools", + "formal candidate correctness labels", + "Fig. 4", + "derived_summaries/minority_diffusion_mechanism_summary.csv", + ], + [ + "Prompt-information perturbation", + "Information-channel control", + "713 matched reranked pools under prompt modes", + "formal candidate correctness labels", + "Fig. 4", + "derived_summaries/perturbation_prompt_mode_summary.csv", + ], + [ + "Pool-size and cost frontier", + "Budget and scaling implication", + "strict-common natural pool-size 2x2", + "formal candidate correctness labels", + "Fig. 4", + "derived_summaries/pool_size_cost_summary.csv", + ], + [ + "Question-matched Mimo pool-setting contrast", + "Generator-conditioned opportunity sensitivity", + "Same 11,241 benchmark-question pairs at k=16; generated traces remain setting-specific", + "formal candidate correctness labels", + "Extended Data Fig. 6 and Methods", + "derived_summaries/pool_setting_k16_question_matched_strategy_summary.csv", + ], + ], + ["Evidence", "Status", "Unit", "Label source", "Manuscript role", "Primary derived file"], + ) + index += """ + +## Naming Rules For The Manuscript + +1. Use **four-benchmark modelling set** for MMLU-Pro, GPQA, MedXpertQA and MuSR. +2. Use **HLE MC external validation** for HLE multiple-choice. +3. Use **HLE QA open-answer diagnostic** for HLE open-answer, because labels are reference-answer equivalence judgements. +4. Use **complete natural-pool replay** for the DS-DS 16,278-question task-accuracy replay. +5. Use **balanced** only for controlled diagnostics or stress tests, not for real task-prevalence claims. +6. Use **seven-cell generator-judge sensitivity** only when the figure or table explicitly compares model-pair sensitivity; do not describe it as a complete 3 x 3 matrix. +7. Distinguish **Mimo (no-think)** from **Mimo (medium-thinking)** at every first use, and state whether the generator bank or judge setting changed. Legacy `default` keys are provenance labels only. +""" + (OUT_DIR.parent / "EVIDENCE_INDEX.md").write_text(index, encoding="utf-8") + + +def main() -> None: + OUT_DIR.mkdir(parents=True, exist_ok=True) + (OUT_DIR / "scripts").mkdir(parents=True, exist_ok=True) + build_selector_boundary_summaries() + build_generator_bank_question_matched_summaries() + build_replay_summaries() + build_mechanism_summaries() + build_pool_size_cost_summary() + build_k16_question_matched_pool_setting_summary() + write_readme_and_index() + + +if __name__ == "__main__": + main() diff --git a/data/external/evidence/formal/five_benchmark_cost_efficiency/README.md b/data/external/evidence/formal/five_benchmark_cost_efficiency/README.md new file mode 100644 index 0000000000000000000000000000000000000000..3592492ce1836ca0f7ed88c3d439b4b8a80a9233 --- /dev/null +++ b/data/external/evidence/formal/five_benchmark_cost_efficiency/README.md @@ -0,0 +1,18 @@ +# Global Leaderboard Pool-Size Cost-Efficiency Evidence + +Status: formal compact copy. + +This evidence package supports the claim that increasing sample budget has diminishing task-accuracy returns once selector cost is included. It is derived from the formal package at `results/formal/five_benchmark_cost_efficiency/`. + +Primary tables: + +- `natural_pool_size_strategy_accuracy_cost.csv` +- `natural_pool_size_incremental_cost_effectiveness.csv` +- `natural_pool_size_cost_frontier_source_data.csv` +- `balanced_pool_size_auc.csv` + +Caveats: + +- Natural rows are strict-common and parse-ok-filtered. +- Balanced rows are robustness/stress-test evidence. +- Paid-equivalent costs are estimates from `price_model.csv`. diff --git a/data/external/evidence/formal/five_benchmark_cost_efficiency/balanced_pool_size_auc.csv b/data/external/evidence/formal/five_benchmark_cost_efficiency/balanced_pool_size_auc.csv new file mode 100644 index 0000000000000000000000000000000000000000..b386231fc213f0820f69a3b2c5a84d4964557d46 --- /dev/null +++ b/data/external/evidence/formal/five_benchmark_cost_efficiency/balanced_pool_size_auc.csv @@ -0,0 +1,139 @@ +experiment_id,population,pool_size,correct_count,wrong_count,correct_ratio,benchmark,generator,selector,cell_id,n_pools,mean_auc,ci_low,ci_high,top1_correct_rate +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,1,3,0.250000,__global__,deepseek,deepseek,deepseek_to_deepseek,2104,0.662864,0.647014,0.679757,0.536597 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,1,3,0.250000,gpqa,deepseek,deepseek,deepseek_to_deepseek,194,0.695876,0.641710,0.751031,0.577320 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,1,3,0.250000,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,435,0.497318,0.459655,0.536801,0.328736 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,1,3,0.250000,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,489,0.668030,0.630760,0.701534,0.503067 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,1,3,0.250000,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,492,0.852981,0.828235,0.876694,0.756098 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+cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,3,9,0.250000,__global__,deepseek,deepseek,deepseek_to_deepseek,1769,0.696334,0.679999,0.711190,0.497456 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,3,9,0.250000,gpqa,deepseek,deepseek,deepseek_to_deepseek,115,0.603221,0.553438,0.680378,0.434783 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,3,9,0.250000,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,391,0.547315,0.510912,0.580650,0.324808 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,3,9,0.250000,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,500,0.728519,0.704574,0.753481,0.472000 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,3,9,0.250000,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,499,0.818155,0.794344,0.843112,0.647295 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,3,9,0.250000,musr,deepseek,deepseek,deepseek_to_deepseek,264,0.666386,0.624463,0.705159,0.545455 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,3,9,0.250000,__global__,deepseek,mimo,deepseek_to_mimo,1708,0.649970,0.634327,0.666530,0.411593 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,3,9,0.250000,gpqa,deepseek,mimo,deepseek_to_mimo,110,0.528283,0.472685,0.576785,0.318182 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,3,9,0.250000,hle_text_mc,deepseek,mimo,deepseek_to_mimo,368,0.537339,0.498976,0.570428,0.290761 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,3,9,0.250000,medxpertqa,deepseek,mimo,deepseek_to_mimo,474,0.685029,0.655880,0.709884,0.360759 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,3,9,0.250000,mmlu_pro,deepseek,mimo,deepseek_to_mimo,495,0.798803,0.773346,0.821279,0.604040 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,3,9,0.250000,musr,deepseek,mimo,deepseek_to_mimo,261,0.514119,0.477952,0.564808,0.348659 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,3,9,0.250000,__global__,mimo,deepseek,mimo_to_deepseek,1601,0.768108,0.757803,0.783562,0.582136 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,3,9,0.250000,gpqa,mimo,deepseek,mimo_to_deepseek,233,0.769512,0.728445,0.807443,0.618026 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,3,9,0.250000,hle_text_mc,mimo,deepseek,mimo_to_deepseek,335,0.566280,0.530442,0.599900,0.280597 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,3,9,0.250000,medxpertqa,mimo,deepseek,mimo_to_deepseek,51,0.941176,0.903377,0.980846,0.823529 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,3,9,0.250000,mmlu_pro,mimo,deepseek,mimo_to_deepseek,500,0.909852,0.894663,0.926665,0.820000 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,3,9,0.250000,musr,mimo,deepseek,mimo_to_deepseek,482,0.742354,0.718321,0.768768,0.502075 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,3,9,0.250000,__global__,mimo,mimo,mimo_to_mimo,1595,0.740601,0.728810,0.752638,0.527273 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,3,9,0.250000,gpqa,mimo,mimo,mimo_to_mimo,232,0.712963,0.677163,0.749569,0.465517 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,3,9,0.250000,hle_text_mc,mimo,mimo,mimo_to_mimo,339,0.553152,0.521067,0.587630,0.241888 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,3,9,0.250000,medxpertqa,mimo,mimo,mimo_to_mimo,51,0.957153,0.939724,0.974964,0.862745 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,3,9,0.250000,mmlu_pro,mimo,mimo,mimo_to_mimo,491,0.920721,0.907436,0.936075,0.826884 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,3,9,0.250000,musr,mimo,mimo,mimo_to_mimo,482,0.679345,0.653368,0.705456,0.417012 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,6,6,0.500000,__global__,deepseek,deepseek,deepseek_to_deepseek,1895,0.788053,0.777916,0.799242,0.723483 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,6,6,0.500000,gpqa,deepseek,deepseek,deepseek_to_deepseek,88,0.905303,0.861261,0.945904,0.875000 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,6,6,0.500000,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,309,0.687522,0.653427,0.723699,0.592233 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,6,6,0.500000,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,500,0.806500,0.781325,0.828467,0.694000 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,6,6,0.500000,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,499,0.874916,0.856093,0.893157,0.825651 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,6,6,0.500000,musr,deepseek,deepseek,deepseek_to_deepseek,499,0.724282,0.695530,0.757526,0.705411 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,6,6,0.500000,__global__,deepseek,mimo,deepseek_to_mimo,1880,0.747326,0.731224,0.761314,0.653723 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,6,6,0.500000,gpqa,deepseek,mimo,deepseek_to_mimo,88,0.803346,0.753559,0.850860,0.681818 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,6,6,0.500000,hle_text_mc,deepseek,mimo,deepseek_to_mimo,308,0.643308,0.605084,0.687360,0.516234 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,6,6,0.500000,medxpertqa,deepseek,mimo,deepseek_to_mimo,494,0.765744,0.741211,0.794689,0.621457 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,6,6,0.500000,mmlu_pro,deepseek,mimo,deepseek_to_mimo,493,0.845842,0.816843,0.864455,0.780933 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,6,6,0.500000,musr,deepseek,mimo,deepseek_to_mimo,497,0.685837,0.655440,0.723674,0.639839 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,6,6,0.500000,__global__,mimo,deepseek,mimo_to_deepseek,721,0.807251,0.786482,0.829102,0.768377 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,6,6,0.500000,gpqa,mimo,deepseek,mimo_to_deepseek,3,1.000000,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,6,6,0.500000,hle_text_mc,mimo,deepseek,mimo_to_deepseek,23,0.719807,0.589251,0.829136,0.565217 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,6,6,0.500000,mmlu_pro,mimo,deepseek,mimo_to_deepseek,319,0.927551,0.910003,0.945818,0.893417 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,6,6,0.500000,musr,mimo,deepseek,mimo_to_deepseek,376,0.708998,0.676431,0.743702,0.672872 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,6,6,0.500000,__global__,mimo,mimo,mimo_to_mimo,708,0.815639,0.794217,0.842592,0.790960 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,6,6,0.500000,gpqa,mimo,mimo,mimo_to_mimo,3,0.990741,0.972222,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,6,6,0.500000,hle_text_mc,mimo,mimo,mimo_to_mimo,23,0.689614,0.581190,0.788708,0.434783 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,6,6,0.500000,mmlu_pro,mimo,mimo,mimo_to_mimo,311,0.934352,0.914248,0.950118,0.897106 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,6,6,0.500000,musr,mimo,mimo,mimo_to_mimo,371,0.722522,0.681944,0.769091,0.722372 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,9,3,0.750000,__global__,deepseek,deepseek,deepseek_to_deepseek,1487,0.914070,0.905714,0.923929,0.916611 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,9,3,0.750000,gpqa,deepseek,deepseek,deepseek_to_deepseek,66,0.927048,0.889492,0.961602,0.939394 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,9,3,0.750000,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,220,0.801684,0.755286,0.840223,0.781818 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,9,3,0.750000,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,499,0.934313,0.915548,0.950364,0.937876 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,9,3,0.750000,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,498,0.943998,0.926616,0.962152,0.951807 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,9,3,0.750000,musr,deepseek,deepseek,deepseek_to_deepseek,204,0.908497,0.876067,0.944081,0.916667 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,9,3,0.750000,__global__,deepseek,mimo,deepseek_to_mimo,1473,0.829348,0.813974,0.841862,0.816701 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,9,3,0.750000,gpqa,deepseek,mimo,deepseek_to_mimo,66,0.813131,0.732828,0.874860,0.818182 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,9,3,0.750000,hle_text_mc,deepseek,mimo,deepseek_to_mimo,220,0.707071,0.658005,0.752563,0.681818 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,9,3,0.750000,medxpertqa,deepseek,mimo,deepseek_to_mimo,488,0.853370,0.831389,0.879102,0.831967 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,9,3,0.750000,mmlu_pro,deepseek,mimo,deepseek_to_mimo,497,0.881958,0.861592,0.900455,0.883300 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,9,3,0.750000,musr,deepseek,mimo,deepseek_to_mimo,202,0.780345,0.734126,0.822736,0.762376 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,9,3,0.750000,__global__,mimo,deepseek,mimo_to_deepseek,23,0.909823,0.847705,0.971860,1.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,9,3,0.750000,hle_text_mc,mimo,deepseek,mimo_to_deepseek,1,0.962963,0.962963,0.962963,1.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,9,3,0.750000,mmlu_pro,mimo,deepseek,mimo_to_deepseek,18,0.911523,0.835391,0.975309,1.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,9,3,0.750000,musr,mimo,deepseek,mimo_to_deepseek,4,0.888889,0.666667,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,9,3,0.750000,__global__,mimo,mimo,mimo_to_mimo,23,0.858293,0.731200,0.946095,0.869565 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,9,3,0.750000,hle_text_mc,mimo,mimo,mimo_to_mimo,1,0.666667,0.666667,0.666667,0.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,9,3,0.750000,mmlu_pro,mimo,mimo,mimo_to_mimo,18,0.853909,0.731430,0.971296,0.888889 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,9,3,0.750000,musr,mimo,mimo,mimo_to_mimo,4,0.925926,0.777778,1.000000,1.000000 diff --git a/data/external/evidence/formal/five_benchmark_cost_efficiency/balanced_pool_size_benchmark_accuracy_cost.csv b/data/external/evidence/formal/five_benchmark_cost_efficiency/balanced_pool_size_benchmark_accuracy_cost.csv new file mode 100644 index 0000000000000000000000000000000000000000..74e6afb8221f9f4dd81c8582e66dd2c423de3a28 --- /dev/null +++ b/data/external/evidence/formal/five_benchmark_cost_efficiency/balanced_pool_size_benchmark_accuracy_cost.csv @@ -0,0 +1,1657 @@ +experiment_id,population,pool_size,rank_source,benchmark,generator,selector,cell_id,strategy,cost_scenario,currency,n_questions,accuracy,ci_low,ci_high,correct_questions,generation_requests,selector_requests,prompt_tokens,generation_prompt_tokens,selector_prompt_tokens,generation_completion_tokens,selector_completion_tokens,completion_tokens,total_tokens,estimated_cost_native,estimated_cost_usd_normalized,relative_cost_vs_single,cost_per_correct,accuracy_status +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,2104,0.536597,0.515209,0.557985,1129.000000,8416,2104,8014669,5701728,2312941,911993,39976,951969,8966638,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,2104,0.536597,0.515209,0.557985,1129.000000,8416,2104,8014669,5701728,2312941,911993,39976,951969,8966638,1.388605,1.388605,5.288433,0.001230,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,2104,0.536597,0.515209,0.557985,1129.000000,8416,2104,8014669,5701728,2312941,911993,39976,951969,8966638,0.288992,0.288992,4.311254,0.000256,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,2104,0.095532,0.083175,0.108365,201.000000,8416,0,5701728,5701728,0,911993,0,911993,6613721,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,2104,0.095532,0.083175,0.108365,201.000000,8416,0,5701728,5701728,0,911993,0,911993,6613721,1.053600,1.053600,4.012583,0.005242,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,2104,0.095532,0.083175,0.108365,201.000000,8416,0,5701728,5701728,0,911993,0,911993,6613721,0.271323,0.271323,4.047664,0.001350,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,2104,1.000000,1.000000,1.000000,2104.000000,8416,0,5701728,5701728,0,911993,0,911993,6613721,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,2104,1.000000,1.000000,1.000000,2104.000000,8416,0,5701728,5701728,0,911993,0,911993,6613721,1.053600,1.053600,4.012583,0.000501,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,2104,1.000000,1.000000,1.000000,2104.000000,8416,0,5701728,5701728,0,911993,0,911993,6613721,0.271323,0.271323,4.047664,0.000129,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,2104,0.242871,0.224810,0.261407,511.000000,2104,0,1425236,1425236,0,225146,0,225146,1650382,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,2104,0.242871,0.224810,0.261407,511.000000,2104,0,1425236,1425236,0,225146,0,225146,1650382,0.262574,0.262574,1.000000,0.000514,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,2104,0.242871,0.224810,0.261407,511.000000,2104,0,1425236,1425236,0,225146,0,225146,1650382,0.067032,0.067032,1.000000,0.000131,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,2135,0.428103,0.407026,0.449180,914.000000,8540,2135,8135056,5787898,2347158,925028,40565,965593,9100649,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,2135,0.428103,0.407026,0.449180,914.000000,8540,2135,8135056,5787898,2347158,925028,40565,965593,9100649,3.497602,1.404250,5.270358,0.001536,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,2135,0.428103,0.407026,0.449180,914.000000,8540,2135,8135056,5787898,2347158,925028,40565,965593,9100649,0.403287,0.292879,4.310531,0.000320,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,2135,0.095550,0.083372,0.108197,204.000000,8540,0,5787898,5787898,0,925028,0,925028,6712926,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,2135,0.095550,0.083372,0.108197,204.000000,8540,0,5787898,5787898,0,925028,0,925028,6712926,1.069314,1.069314,4.013294,0.005242,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,2135,0.095550,0.083372,0.108197,204.000000,8540,0,5787898,5787898,0,925028,0,925028,6712926,0.275214,0.275214,4.050541,0.001349,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,2135,1.000000,1.000000,1.000000,2135.000000,8540,0,5787898,5787898,0,925028,0,925028,6712926,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,2135,1.000000,1.000000,1.000000,2135.000000,8540,0,5787898,5787898,0,925028,0,925028,6712926,1.069314,1.069314,4.013294,0.000501,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,2135,1.000000,1.000000,1.000000,2135.000000,8540,0,5787898,5787898,0,925028,0,925028,6712926,0.275214,0.275214,4.050541,0.000129,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,2135,0.243091,0.224824,0.261358,519.000000,2135,0,1446777,1446777,0,228194,0,228194,1674971,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,2135,0.243091,0.224824,0.261358,519.000000,2135,0,1446777,1446777,0,228194,0,228194,1674971,0.266443,0.266443,1.000000,0.000513,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,2135,0.243091,0.224824,0.261358,519.000000,2135,0,1446777,1446777,0,228194,0,228194,1674971,0.067945,0.067945,1.000000,0.000131,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,2132,0.545966,0.524859,0.567073,1164.000000,8528,2132,8699068,5710638,2988430,1585485,40508,1625993,10325061,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,2132,0.545966,0.524859,0.567073,1164.000000,8528,2132,8699068,5710638,2988430,1585485,40508,1625993,10325061,9.311330,1.654772,5.402279,0.001422,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,2132,0.545966,0.524859,0.567073,1164.000000,8528,2132,8699068,5710638,2988430,1585485,40508,1625993,10325061,3.304893,0.472839,4.171311,0.000406,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,2132,0.136023,0.121482,0.150563,290.000000,8528,0,5710638,5710638,0,1585485,0,1585485,7296123,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,2132,0.136023,0.121482,0.150563,290.000000,8528,0,5710638,5710638,0,1585485,0,1585485,7296123,8.881608,1.225049,3.999376,0.004224,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,2132,0.136023,0.121482,0.150563,290.000000,8528,0,5710638,5710638,0,1585485,0,1585485,7296123,3.285183,0.453129,3.997433,0.001563,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,2132,1.000000,1.000000,1.000000,2132.000000,8528,0,5710638,5710638,0,1585485,0,1585485,7296123,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,2132,1.000000,1.000000,1.000000,2132.000000,8528,0,5710638,5710638,0,1585485,0,1585485,7296123,8.881608,1.225049,3.999376,0.000575,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,2132,1.000000,1.000000,1.000000,2132.000000,8528,0,5710638,5710638,0,1585485,0,1585485,7296123,3.285183,0.453129,3.997433,0.000213,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,2132,0.231707,0.213884,0.249531,494.000000,2132,0,1427472,1427472,0,396636,0,396636,1824108,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,2132,0.231707,0.213884,0.249531,494.000000,2132,0,1427472,1427472,0,396636,0,396636,1824108,2.220744,0.306310,1.000000,0.000620,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,2132,0.231707,0.213884,0.249531,494.000000,2132,0,1427472,1427472,0,396636,0,396636,1824108,0.821821,0.113355,1.000000,0.000229,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,2137,0.465138,0.444080,0.486196,994.000000,8548,2137,8687418,5692676,2994742,1596348,40603,1636951,10324369,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,2137,0.465138,0.444080,0.486196,994.000000,8548,2137,8687418,5692676,2994742,1596348,40603,1636951,10324369,11.961320,1.649837,5.387786,0.001660,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,2137,0.465138,0.444080,0.486196,994.000000,8548,2137,8687418,5692676,2994742,1596348,40603,1636951,10324369,3.447650,0.475538,4.176148,0.000478,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,2137,0.134300,0.119794,0.148807,287.000000,8548,0,5692676,5692676,0,1596348,0,1596348,7289024,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,2137,0.134300,0.119794,0.148807,287.000000,8548,0,5692676,5692676,0,1596348,0,1596348,7289024,8.885372,1.225569,4.002276,0.004270,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,2137,0.134300,0.119794,0.148807,287.000000,8548,0,5692676,5692676,0,1596348,0,1596348,7289024,3.306550,0.456076,4.005234,0.001589,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,2137,1.000000,1.000000,1.000000,2137.000000,8548,0,5692676,5692676,0,1596348,0,1596348,7289024,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,2137,1.000000,1.000000,1.000000,2137.000000,8548,0,5692676,5692676,0,1596348,0,1596348,7289024,8.885372,1.225569,4.002276,0.000573,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,2137,1.000000,1.000000,1.000000,2137.000000,8548,0,5692676,5692676,0,1596348,0,1596348,7289024,3.306550,0.456076,4.005234,0.000213,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,2137,0.235845,0.218063,0.254095,504.000000,2137,0,1422981,1422981,0,398548,0,398548,1821529,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,2137,0.235845,0.218063,0.254095,504.000000,2137,0,1422981,1422981,0,398548,0,398548,1821529,2.220077,0.306218,1.000000,0.000608,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,2137,0.235845,0.218063,0.254095,504.000000,2137,0,1422981,1422981,0,398548,0,398548,1821529,0.825556,0.113870,1.000000,0.000226,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,194,0.577320,0.505155,0.644330,112.000000,776,194,504680,332442,172238,91389,3686,95075,599755,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,194,0.577320,0.505155,0.644330,112.000000,776,194,504680,332442,172238,91389,3686,95075,599755,0.097276,0.097276,5.380607,0.000869,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,194,0.577320,0.505155,0.644330,112.000000,776,194,504680,332442,172238,91389,3686,95075,599755,0.028034,0.028034,4.197335,0.000250,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,194,0.036082,0.010309,0.061856,7.000000,776,0,332442,332442,0,91389,0,91389,423831,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,194,0.036082,0.010309,0.061856,7.000000,776,0,332442,332442,0,91389,0,91389,423831,0.072131,0.072131,3.989767,0.010304,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,194,0.036082,0.010309,0.061856,7.000000,776,0,332442,332442,0,91389,0,91389,423831,0.026520,0.026520,3.970654,0.003789,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,194,1.000000,1.000000,1.000000,194.000000,776,0,332442,332442,0,91389,0,91389,423831,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,194,1.000000,1.000000,1.000000,194.000000,776,0,332442,332442,0,91389,0,91389,423831,0.072131,0.072131,3.989767,0.000372,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,194,1.000000,1.000000,1.000000,194.000000,776,0,332442,332442,0,91389,0,91389,423831,0.026520,0.026520,3.970654,0.000137,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,194,0.231959,0.175258,0.293814,45.000000,194,0,83089,83089,0,23024,0,23024,106113,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,194,0.231959,0.175258,0.293814,45.000000,194,0,83089,83089,0,23024,0,23024,106113,0.018079,0.018079,1.000000,0.000402,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,194,0.231959,0.175258,0.293814,45.000000,194,0,83089,83089,0,23024,0,23024,106113,0.006679,0.006679,1.000000,0.000148,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,197,0.375635,0.309645,0.441624,74.000000,788,197,512723,337586,175137,93036,3743,96779,609502,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,197,0.375635,0.309645,0.441624,74.000000,788,197,512723,337586,175137,93036,3743,96779,609502,0.255935,0.098501,5.360599,0.001331,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,197,0.375635,0.309645,0.441624,74.000000,788,197,512723,337586,175137,93036,3743,96779,609502,0.037984,0.028511,4.193411,0.000385,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,197,0.035533,0.010152,0.060914,7.000000,788,0,337586,337586,0,93036,0,93036,430622,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,197,0.035533,0.010152,0.060914,7.000000,788,0,337586,337586,0,93036,0,93036,430622,0.073312,0.073312,3.989769,0.010473,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,197,0.035533,0.010152,0.060914,7.000000,788,0,337586,337586,0,93036,0,93036,430622,0.026995,0.026995,3.970437,0.003856,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,197,1.000000,1.000000,1.000000,197.000000,788,0,337586,337586,0,93036,0,93036,430622,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,197,1.000000,1.000000,1.000000,197.000000,788,0,337586,337586,0,93036,0,93036,430622,0.073312,0.073312,3.989769,0.000372,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,197,1.000000,1.000000,1.000000,197.000000,788,0,337586,337586,0,93036,0,93036,430622,0.026995,0.026995,3.970437,0.000137,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,197,0.238579,0.182741,0.299492,47.000000,197,0,84375,84375,0,23439,0,23439,107814,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,197,0.238579,0.182741,0.299492,47.000000,197,0,84375,84375,0,23439,0,23439,107814,0.018375,0.018375,1.000000,0.000391,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,197,0.238579,0.182741,0.299492,47.000000,197,0,84375,84375,0,23439,0,23439,107814,0.006799,0.006799,1.000000,0.000145,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,223,0.632287,0.569507,0.695067,141.000000,892,223,656878,381731,275147,182290,4237,186527,843405,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,223,0.632287,0.569507,0.695067,141.000000,892,223,656878,381731,275147,182290,4237,186527,843405,0.786018,0.142646,5.449079,0.001012,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,223,0.632287,0.569507,0.695067,141.000000,892,223,656878,381731,275147,182290,4237,186527,843405,0.374171,0.053297,4.013026,0.000378,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,223,0.094170,0.058296,0.134529,21.000000,892,0,381731,381731,0,182290,0,182290,564021,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,223,0.094170,0.058296,0.134529,21.000000,892,0,381731,381731,0,182290,0,182290,564021,0.746311,0.102939,3.932271,0.004902,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,223,0.094170,0.058296,0.134529,21.000000,892,0,381731,381731,0,182290,0,182290,564021,0.372215,0.051340,3.865673,0.002445,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,223,1.000000,1.000000,1.000000,223.000000,892,0,381731,381731,0,182290,0,182290,564021,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,223,1.000000,1.000000,1.000000,223.000000,892,0,381731,381731,0,182290,0,182290,564021,0.746311,0.102939,3.932271,0.000462,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,223,1.000000,1.000000,1.000000,223.000000,892,0,381731,381731,0,182290,0,182290,564021,0.372215,0.051340,3.865673,0.000230,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,223,0.219731,0.165919,0.273543,49.000000,223,0,95415,95415,0,47188,0,47188,142603,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,223,0.219731,0.165919,0.273543,49.000000,223,0,95415,95415,0,47188,0,47188,142603,0.189791,0.026178,1.000000,0.000534,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,223,0.219731,0.165919,0.273543,49.000000,223,0,95415,95415,0,47188,0,47188,142603,0.096284,0.013281,1.000000,0.000271,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,gpqa,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,233,0.484979,0.420601,0.549356,113.000000,932,233,684370,397703,286667,189935,4427,194362,878732,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,gpqa,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,233,0.484979,0.420601,0.549356,113.000000,932,233,684370,397703,286667,189935,4427,194362,878732,1.073094,0.148013,5.442855,0.001310,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,gpqa,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,233,0.484979,0.420601,0.549356,113.000000,932,233,684370,397703,286667,189935,4427,194362,878732,0.402411,0.055505,4.034673,0.000491,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,233,0.098712,0.060086,0.137339,23.000000,932,0,397703,397703,0,189935,0,189935,587638,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,233,0.098712,0.060086,0.137339,23.000000,932,0,397703,397703,0,189935,0,189935,587638,0.777573,0.107251,3.943921,0.004663,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,233,0.098712,0.060086,0.137339,23.000000,932,0,397703,397703,0,189935,0,189935,587638,0.387824,0.053493,3.888420,0.002326,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,233,1.000000,1.000000,1.000000,233.000000,932,0,397703,397703,0,189935,0,189935,587638,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,233,1.000000,1.000000,1.000000,233.000000,932,0,397703,397703,0,189935,0,189935,587638,0.777573,0.107251,3.943921,0.000460,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,233,1.000000,1.000000,1.000000,233.000000,932,0,397703,397703,0,189935,0,189935,587638,0.387824,0.053493,3.888420,0.000230,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,233,0.231760,0.180258,0.287554,54.000000,233,0,99407,99407,0,48874,0,48874,148281,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,233,0.231760,0.180258,0.287554,54.000000,233,0,99407,99407,0,48874,0,48874,148281,0.197155,0.027194,1.000000,0.000504,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,233,0.231760,0.180258,0.287554,54.000000,233,0,99407,99407,0,48874,0,48874,148281,0.099736,0.013757,1.000000,0.000255,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,435,0.328736,0.285057,0.372414,143.000000,1740,435,1329826,908042,421784,199840,8265,208105,1537931,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,435,0.328736,0.285057,0.372414,143.000000,1740,435,1329826,908042,421784,199840,8265,208105,1537931,0.244445,0.244445,5.360636,0.001709,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,435,0.328736,0.285057,0.372414,143.000000,1740,435,1329826,908042,421784,199840,8265,208105,1537931,0.061993,0.061993,4.287503,0.000434,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,435,0.094253,0.066667,0.121839,41.000000,1740,0,908042,908042,0,199840,0,199840,1107882,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,435,0.094253,0.066667,0.121839,41.000000,1740,0,908042,908042,0,199840,0,199840,1107882,0.183081,0.183081,4.014934,0.004465,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,435,0.094253,0.066667,0.121839,41.000000,1740,0,908042,908042,0,199840,0,199840,1107882,0.058498,0.058498,4.045785,0.001427,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,435,1.000000,1.000000,1.000000,435.000000,1740,0,908042,908042,0,199840,0,199840,1107882,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,435,1.000000,1.000000,1.000000,435.000000,1740,0,908042,908042,0,199840,0,199840,1107882,0.183081,0.183081,4.014934,0.000421,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,435,1.000000,1.000000,1.000000,435.000000,1740,0,908042,908042,0,199840,0,199840,1107882,0.058498,0.058498,4.045785,0.000134,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,435,0.250575,0.211494,0.291954,109.000000,435,0,226974,226974,0,49370,0,49370,276344,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,435,0.250575,0.211494,0.291954,109.000000,435,0,226974,226974,0,49370,0,49370,276344,0.045600,0.045600,1.000000,0.000418,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,435,0.250575,0.211494,0.291954,109.000000,435,0,226974,226974,0,49370,0,49370,276344,0.014459,0.014459,1.000000,0.000133,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,439,0.273349,0.232346,0.316629,120.000000,1756,439,1344641,918102,426539,202128,8341,210469,1555110,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,439,0.273349,0.232346,0.316629,120.000000,1756,439,1344641,918102,426539,202128,8341,210469,1555110,0.628351,0.246264,5.339867,0.002052,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,439,0.273349,0.232346,0.316629,120.000000,1756,439,1344641,918102,426539,202128,8341,210469,1555110,0.084379,0.062644,4.281301,0.000522,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,439,0.095672,0.068337,0.123007,42.000000,1756,0,918102,918102,0,202128,0,202128,1120230,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,439,0.095672,0.068337,0.123007,42.000000,1756,0,918102,918102,0,202128,0,202128,1120230,0.185130,0.185130,4.014268,0.004408,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,439,0.095672,0.068337,0.123007,42.000000,1756,0,918102,918102,0,202128,0,202128,1120230,0.059167,0.059167,4.043671,0.001409,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,439,1.000000,1.000000,1.000000,439.000000,1756,0,918102,918102,0,202128,0,202128,1120230,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,439,1.000000,1.000000,1.000000,439.000000,1756,0,918102,918102,0,202128,0,202128,1120230,0.185130,0.185130,4.014268,0.000422,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,439,1.000000,1.000000,1.000000,439.000000,1756,0,918102,918102,0,202128,0,202128,1120230,0.059167,0.059167,4.043671,0.000135,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,439,0.250569,0.209567,0.291572,110.000000,439,0,229489,229489,0,49962,0,49962,279451,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,439,0.250569,0.209567,0.291572,110.000000,439,0,229489,229489,0,49962,0,49962,279451,0.046118,0.046118,1.000000,0.000419,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,439,0.250569,0.209567,0.291572,110.000000,439,0,229489,229489,0,49962,0,49962,279451,0.014632,0.014632,1.000000,0.000133,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,425,0.270588,0.228235,0.312941,115.000000,1700,425,1489790,918918,570872,346056,8075,354131,1843921,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,425,0.270588,0.228235,0.312941,115.000000,1700,425,1489790,918918,570872,346056,8075,354131,1843921,1.693213,0.304394,5.456654,0.002647,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,425,0.270588,0.228235,0.312941,115.000000,1700,425,1489790,918918,570872,346056,8075,354131,1843921,0.714350,0.101858,4.117804,0.000886,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,425,0.174118,0.138824,0.211765,74.000000,1700,0,918918,918918,0,346056,0,346056,1264974,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,425,0.174118,0.138824,0.211765,74.000000,1700,0,918918,918918,0,346056,0,346056,1264974,1.611030,0.222211,3.983418,0.003003,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,425,0.174118,0.138824,0.211765,74.000000,1700,0,918918,918918,0,346056,0,346056,1264974,0.710490,0.097999,3.961797,0.001324,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,425,1.000000,1.000000,1.000000,425.000000,1700,0,918918,918918,0,346056,0,346056,1264974,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,425,1.000000,1.000000,1.000000,425.000000,1700,0,918918,918918,0,346056,0,346056,1264974,1.611030,0.222211,3.983418,0.000523,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,425,1.000000,1.000000,1.000000,425.000000,1700,0,918918,918918,0,346056,0,346056,1264974,0.710490,0.097999,3.961797,0.000231,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,425,0.237647,0.197647,0.277647,101.000000,425,0,229692,229692,0,87370,0,87370,317062,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,425,0.237647,0.197647,0.277647,101.000000,425,0,229692,229692,0,87370,0,87370,317062,0.404432,0.055784,1.000000,0.000552,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,425,0.237647,0.197647,0.277647,101.000000,425,0,229692,229692,0,87370,0,87370,317062,0.179334,0.024736,1.000000,0.000245,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,444,0.252252,0.211712,0.292793,112.000000,1776,444,1544794,947530,597264,365517,8436,373953,1918747,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,444,0.252252,0.211712,0.292793,112.000000,1776,444,1544794,947530,597264,365517,8436,373953,1918747,2.292700,0.316234,5.422859,0.002824,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,444,0.252252,0.211712,0.292793,112.000000,1776,444,1544794,947530,597264,365517,8436,373953,1918747,0.778802,0.107421,4.084449,0.000959,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,444,0.168919,0.135135,0.204955,75.000000,1776,0,947530,947530,0,365517,0,365517,1313047,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,444,0.168919,0.135135,0.204955,75.000000,1776,0,947530,947530,0,365517,0,365517,1313047,1.678564,0.231526,3.970265,0.003087,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,444,0.168919,0.135135,0.204955,75.000000,1776,0,947530,947530,0,365517,0,365517,1313047,0.749985,0.103446,3.933308,0.001379,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,444,1.000000,1.000000,1.000000,444.000000,1776,0,947530,947530,0,365517,0,365517,1313047,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,444,1.000000,1.000000,1.000000,444.000000,1776,0,947530,947530,0,365517,0,365517,1313047,1.678564,0.231526,3.970265,0.000521,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,444,1.000000,1.000000,1.000000,444.000000,1776,0,947530,947530,0,365517,0,365517,1313047,0.749985,0.103446,3.933308,0.000233,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,444,0.243243,0.204955,0.283784,108.000000,444,0,236843,236843,0,92969,0,92969,329812,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,444,0.243243,0.204955,0.283784,108.000000,444,0,236843,236843,0,92969,0,92969,329812,0.422781,0.058315,1.000000,0.000540,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,444,0.243243,0.204955,0.283784,108.000000,444,0,236843,236843,0,92969,0,92969,329812,0.190675,0.026300,1.000000,0.000244,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,489,0.503067,0.458078,0.548057,246.000000,1956,489,1408404,949184,459220,227633,9291,236924,1645328,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,489,0.503067,0.458078,0.548057,246.000000,1956,489,1408404,949184,459220,227633,9291,236924,1645328,0.263515,0.263515,5.379833,0.001071,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,489,0.503067,0.458078,0.548057,246.000000,1956,489,1408404,949184,459220,227633,9291,236924,1645328,0.070282,0.070282,4.277402,0.000286,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,489,0.149284,0.118609,0.182004,73.000000,1956,0,949184,949184,0,227633,0,227633,1176817,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,489,0.149284,0.118609,0.182004,73.000000,1956,0,949184,949184,0,227633,0,227633,1176817,0.196623,0.196623,4.014189,0.002693,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,489,0.149284,0.118609,0.182004,73.000000,1956,0,949184,949184,0,227633,0,227633,1176817,0.066395,0.066395,4.040837,0.000910,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,489,1.000000,1.000000,1.000000,489.000000,1956,0,949184,949184,0,227633,0,227633,1176817,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,489,1.000000,1.000000,1.000000,489.000000,1956,0,949184,949184,0,227633,0,227633,1176817,0.196623,0.196623,4.014189,0.000402,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,489,1.000000,1.000000,1.000000,489.000000,1956,0,949184,949184,0,227633,0,227633,1176817,0.066395,0.066395,4.040837,0.000136,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,489,0.229039,0.192229,0.265849,112.000000,489,0,237252,237252,0,56309,0,56309,293561,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,489,0.229039,0.192229,0.265849,112.000000,489,0,237252,237252,0,56309,0,56309,293561,0.048982,0.048982,1.000000,0.000437,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,489,0.229039,0.192229,0.265849,112.000000,489,0,237252,237252,0,56309,0,56309,293561,0.016431,0.016431,1.000000,0.000147,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,500,0.350000,0.308000,0.392000,175.000000,2000,500,1443046,973268,469778,232299,9500,241799,1684845,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,500,0.350000,0.308000,0.392000,175.000000,2000,500,1443046,973268,469778,232299,9500,241799,1684845,0.690079,0.268719,5.358946,0.001536,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,500,0.350000,0.308000,0.392000,175.000000,2000,500,1443046,973268,469778,232299,9500,241799,1684845,0.096164,0.071685,4.275362,0.000410,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,500,0.148000,0.118000,0.180000,74.000000,2000,0,973268,973268,0,232299,0,232299,1205567,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,500,0.148000,0.118000,0.180000,74.000000,2000,0,973268,973268,0,232299,0,232299,1205567,0.201301,0.201301,4.014458,0.002720,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,500,0.148000,0.118000,0.180000,74.000000,2000,0,973268,973268,0,232299,0,232299,1205567,0.067769,0.067769,4.041808,0.000916,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,973268,973268,0,232299,0,232299,1205567,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,500,1.000000,1.000000,1.000000,500.000000,2000,0,973268,973268,0,232299,0,232299,1205567,0.201301,0.201301,4.014458,0.000403,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,500,1.000000,1.000000,1.000000,500.000000,2000,0,973268,973268,0,232299,0,232299,1205567,0.067769,0.067769,4.041808,0.000136,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,500,0.230000,0.194000,0.268000,115.000000,500,0,243273,243273,0,57448,0,57448,300721,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,500,0.230000,0.194000,0.268000,115.000000,500,0,243273,243273,0,57448,0,57448,300721,0.050144,0.050144,1.000000,0.000436,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,500,0.230000,0.194000,0.268000,115.000000,500,0,243273,243273,0,57448,0,57448,300721,0.016767,0.016767,1.000000,0.000146,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,494,0.550607,0.506073,0.595142,272.000000,1976,494,1554335,939926,614409,385157,9386,394543,1948878,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,494,0.550607,0.506073,0.595142,272.000000,1976,494,1554335,939926,614409,385157,9386,394543,1948878,1.798885,0.324541,5.577456,0.001193,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,494,0.550607,0.506073,0.595142,272.000000,1976,494,1554335,939926,614409,385157,9386,394543,1948878,0.793461,0.113192,4.282547,0.000416,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,494,0.178138,0.145749,0.212551,88.000000,1976,0,939926,939926,0,385157,0,385157,1325083,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,494,0.178138,0.145749,0.212551,88.000000,1976,0,939926,939926,0,385157,0,385157,1325083,1.710240,0.235895,4.054015,0.002681,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,494,0.178138,0.145749,0.212551,88.000000,1976,0,939926,939926,0,385157,0,385157,1325083,0.789113,0.108843,4.118005,0.001237,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,494,1.000000,1.000000,1.000000,494.000000,1976,0,939926,939926,0,385157,0,385157,1325083,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,494,1.000000,1.000000,1.000000,494.000000,1976,0,939926,939926,0,385157,0,385157,1325083,1.710240,0.235895,4.054015,0.000478,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,494,1.000000,1.000000,1.000000,494.000000,1976,0,939926,939926,0,385157,0,385157,1325083,0.789113,0.108843,4.118005,0.000220,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,494,0.218623,0.182186,0.255061,108.000000,494,0,234938,234938,0,93462,0,93462,328400,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,494,0.218623,0.182186,0.255061,108.000000,494,0,234938,234938,0,93462,0,93462,328400,0.421862,0.058188,1.000000,0.000539,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,494,0.218623,0.182186,0.255061,108.000000,494,0,234938,234938,0,93462,0,93462,328400,0.191623,0.026431,1.000000,0.000245,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,482,0.421162,0.377593,0.464730,203.000000,1928,482,1513794,915181,598613,375405,9158,384563,1898357,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,482,0.421162,0.377593,0.464730,203.000000,1928,482,1513794,915181,598613,375405,9158,384563,1898357,2.282920,0.314886,5.565717,0.001551,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,482,0.421162,0.377593,0.464730,203.000000,1928,482,1513794,915181,598613,375405,9158,384563,1898357,0.799402,0.110262,4.298043,0.000543,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,482,0.178423,0.145228,0.213693,86.000000,1928,0,915181,915181,0,375405,0,375405,1290586,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,482,0.178423,0.145228,0.213693,86.000000,1928,0,915181,915181,0,375405,0,375405,1290586,1.665991,0.229792,4.061652,0.002672,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,482,0.178423,0.145228,0.213693,86.000000,1928,0,915181,915181,0,375405,0,375405,1290586,0.769114,0.106085,4.135223,0.001234,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,482,1.000000,1.000000,1.000000,482.000000,1928,0,915181,915181,0,375405,0,375405,1290586,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,482,1.000000,1.000000,1.000000,482.000000,1928,0,915181,915181,0,375405,0,375405,1290586,1.665991,0.229792,4.061652,0.000477,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,482,1.000000,1.000000,1.000000,482.000000,1928,0,915181,915181,0,375405,0,375405,1290586,0.769114,0.106085,4.135223,0.000220,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,482,0.221992,0.184647,0.259336,107.000000,482,0,228755,228755,0,90709,0,90709,319464,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,482,0.221992,0.184647,0.259336,107.000000,482,0,228755,228755,0,90709,0,90709,319464,0.410173,0.056576,1.000000,0.000529,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,482,0.221992,0.184647,0.259336,107.000000,482,0,228755,228755,0,90709,0,90709,319464,0.185993,0.025654,1.000000,0.000240,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,492,0.756098,0.717480,0.792683,372.000000,1968,492,1148966,781179,367787,178194,9348,187542,1336508,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,492,0.756098,0.717480,0.792683,372.000000,1968,492,1148966,781179,367787,178194,9348,187542,1336508,0.213367,0.213367,5.417331,0.000574,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,492,0.756098,0.717480,0.792683,372.000000,1968,492,1148966,781179,367787,178194,9348,187542,1336508,0.055729,0.055729,4.423990,0.000150,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,492,0.154472,0.123984,0.186992,76.000000,1968,0,781179,781179,0,178194,0,178194,959373,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,492,0.154472,0.123984,0.186992,76.000000,1968,0,781179,781179,0,178194,0,178194,959373,0.159259,0.159259,4.043543,0.002096,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,492,0.154472,0.123984,0.186992,76.000000,1968,0,781179,781179,0,178194,0,178194,959373,0.052082,0.052082,4.134476,0.000685,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,492,1.000000,1.000000,1.000000,492.000000,1968,0,781179,781179,0,178194,0,178194,959373,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,492,1.000000,1.000000,1.000000,492.000000,1968,0,781179,781179,0,178194,0,178194,959373,0.159259,0.159259,4.043543,0.000324,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,492,1.000000,1.000000,1.000000,492.000000,1968,0,781179,781179,0,178194,0,178194,959373,0.052082,0.052082,4.134476,0.000106,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,492,0.272358,0.233740,0.313008,134.000000,492,0,195249,195249,0,43038,0,43038,238287,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,492,0.272358,0.233740,0.313008,134.000000,492,0,195249,195249,0,43038,0,43038,238287,0.039386,0.039386,1.000000,0.000294,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,492,0.272358,0.233740,0.313008,134.000000,492,0,195249,195249,0,43038,0,43038,238287,0.012597,0.012597,1.000000,0.000094,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,499,0.669339,0.627255,0.709419,334.000000,1996,499,1163222,790834,372388,180462,9481,189943,1353165,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,499,0.669339,0.627255,0.709419,334.000000,1996,499,1163222,790834,372388,180462,9481,189943,1353165,0.552596,0.215225,5.400607,0.000644,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,499,0.669339,0.627255,0.709419,334.000000,1996,499,1163222,790834,372388,180462,9481,189943,1353165,0.079153,0.056386,4.428684,0.000169,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,499,0.154309,0.124248,0.186373,77.000000,1996,0,790834,790834,0,180462,0,180462,971296,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,499,0.154309,0.124248,0.186373,77.000000,1996,0,790834,790834,0,180462,0,180462,971296,0.161246,0.161246,4.046121,0.002094,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,499,0.154309,0.124248,0.186373,77.000000,1996,0,790834,790834,0,180462,0,180462,971296,0.052744,0.052744,4.142633,0.000685,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,499,1.000000,1.000000,1.000000,499.000000,1996,0,790834,790834,0,180462,0,180462,971296,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,499,1.000000,1.000000,1.000000,499.000000,1996,0,790834,790834,0,180462,0,180462,971296,0.161246,0.161246,4.046121,0.000323,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,499,1.000000,1.000000,1.000000,499.000000,1996,0,790834,790834,0,180462,0,180462,971296,0.052744,0.052744,4.142633,0.000106,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,499,0.272545,0.234469,0.312625,136.000000,499,0,197662,197662,0,43496,0,43496,241158,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,499,0.272545,0.234469,0.312625,136.000000,499,0,197662,197662,0,43496,0,43496,241158,0.039852,0.039852,1.000000,0.000293,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,499,0.272545,0.234469,0.312625,136.000000,499,0,197662,197662,0,43496,0,43496,241158,0.012732,0.012732,1.000000,0.000094,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,496,0.774194,0.737903,0.810484,384.000000,1984,496,1281336,760294,521042,336735,9424,346159,1627495,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,496,0.774194,0.737903,0.810484,384.000000,1984,496,1281336,760294,521042,336735,9424,346159,1627495,1.509349,0.273345,5.493047,0.000712,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,496,0.774194,0.737903,0.810484,384.000000,1984,496,1281336,760294,521042,336735,9424,346159,1627495,0.692774,0.099087,4.115934,0.000258,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,496,0.207661,0.173387,0.243952,103.000000,1984,0,760294,760294,0,336735,0,336735,1097029,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,496,0.207661,0.173387,0.243952,103.000000,1984,0,760294,760294,0,336735,0,336735,1097029,1.433764,0.197761,3.974137,0.001920,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,496,0.207661,0.173387,0.243952,103.000000,1984,0,760294,760294,0,336735,0,336735,1097029,0.688676,0.094990,3.945751,0.000922,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,496,1.000000,1.000000,1.000000,496.000000,1984,0,760294,760294,0,336735,0,336735,1097029,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,496,1.000000,1.000000,1.000000,496.000000,1984,0,760294,760294,0,336735,0,336735,1097029,1.433764,0.197761,3.974137,0.000399,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,496,1.000000,1.000000,1.000000,496.000000,1984,0,760294,760294,0,336735,0,336735,1097029,0.688676,0.094990,3.945751,0.000192,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,496,0.227823,0.191532,0.266129,113.000000,496,0,190033,190033,0,85369,0,85369,275402,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,496,0.227823,0.191532,0.266129,113.000000,496,0,190033,190033,0,85369,0,85369,275402,0.360771,0.049762,1.000000,0.000440,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,496,0.227823,0.191532,0.266129,113.000000,496,0,190033,190033,0,85369,0,85369,275402,0.174539,0.024074,1.000000,0.000213,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,487,0.718686,0.677618,0.757700,350.000000,1948,487,1254922,743001,511921,331830,9253,341083,1596005,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,487,0.718686,0.677618,0.757700,350.000000,1948,487,1254922,743001,511921,331830,9253,341083,1596005,1.937088,0.267185,5.498539,0.000763,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,487,0.718686,0.677618,0.757700,350.000000,1948,487,1254922,743001,511921,331830,9253,341083,1596005,0.707264,0.097554,4.153178,0.000279,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,487,0.203285,0.168378,0.240246,99.000000,1948,0,743001,743001,0,331830,0,331830,1074831,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,487,0.203285,0.168378,0.240246,99.000000,1948,0,743001,743001,0,331830,0,331830,1074831,1.406661,0.194022,3.992879,0.001960,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,487,0.203285,0.168378,0.240246,99.000000,1948,0,743001,743001,0,331830,0,331830,1074831,0.678520,0.093589,3.984376,0.000945,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,487,1.000000,1.000000,1.000000,487.000000,1948,0,743001,743001,0,331830,0,331830,1074831,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,487,1.000000,1.000000,1.000000,487.000000,1948,0,743001,743001,0,331830,0,331830,1074831,1.406661,0.194022,3.992879,0.000398,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,487,1.000000,1.000000,1.000000,487.000000,1948,0,743001,743001,0,331830,0,331830,1074831,0.678520,0.093589,3.984376,0.000192,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,487,0.232033,0.195072,0.268994,113.000000,487,0,185709,185709,0,83291,0,83291,269000,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,487,0.232033,0.195072,0.268994,113.000000,487,0,185709,185709,0,83291,0,83291,269000,0.352291,0.048592,1.000000,0.000430,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,487,0.232033,0.195072,0.268994,113.000000,487,0,185709,185709,0,83291,0,83291,269000,0.170296,0.023489,1.000000,0.000208,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,494,0.518219,0.473684,0.562753,256.000000,1976,494,3622793,2730881,891912,214937,9386,224323,3847116,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,494,0.518219,0.473684,0.562753,256.000000,1976,494,3622793,2730881,891912,214937,9386,224323,3847116,0.570001,0.570001,5.157120,0.002227,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,494,0.518219,0.473684,0.562753,256.000000,1976,494,3622793,2730881,891912,214937,9386,224323,3847116,0.072954,0.072954,4.325763,0.000285,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,494,0.008097,0.002024,0.016194,4.000000,1976,0,2730881,2730881,0,214937,0,214937,2945818,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,494,0.008097,0.002024,0.016194,4.000000,1976,0,2730881,2730881,0,214937,0,214937,2945818,0.442506,0.442506,4.003601,0.110626,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,494,0.008097,0.002024,0.016194,4.000000,1976,0,2730881,2730881,0,214937,0,214937,2945818,0.067829,0.067829,4.021880,0.016957,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,494,1.000000,1.000000,1.000000,494.000000,1976,0,2730881,2730881,0,214937,0,214937,2945818,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,494,1.000000,1.000000,1.000000,494.000000,1976,0,2730881,2730881,0,214937,0,214937,2945818,0.442506,0.442506,4.003601,0.000896,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,494,1.000000,1.000000,1.000000,494.000000,1976,0,2730881,2730881,0,214937,0,214937,2945818,0.067829,0.067829,4.021880,0.000137,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,494,0.224696,0.188259,0.261134,111.000000,494,0,682672,682672,0,53405,0,53405,736077,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,494,0.224696,0.188259,0.261134,111.000000,494,0,682672,682672,0,53405,0,53405,736077,0.110527,0.110527,1.000000,0.000996,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,494,0.224696,0.188259,0.261134,111.000000,494,0,682672,682672,0,53405,0,53405,736077,0.016865,0.016865,1.000000,0.000152,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,musr,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,500,0.422000,0.378000,0.466000,211.000000,2000,500,3671424,2768108,903316,217103,9500,226603,3898027,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,musr,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,500,0.422000,0.378000,0.466000,211.000000,2000,500,3671424,2768108,903316,217103,9500,226603,3898027,1.370640,0.575540,5.140816,0.002728,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,musr,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,500,0.422000,0.378000,0.466000,211.000000,2000,500,3671424,2768108,903316,217103,9500,226603,3898027,0.105606,0.073652,4.328651,0.000349,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,500,0.008000,0.002000,0.016000,4.000000,2000,0,2768108,2768108,0,217103,0,217103,2985211,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,500,0.008000,0.002000,0.016000,4.000000,2000,0,2768108,2768108,0,217103,0,217103,2985211,0.448324,0.448324,4.004502,0.112081,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,500,0.008000,0.002000,0.016000,4.000000,2000,0,2768108,2768108,0,217103,0,217103,2985211,0.068540,0.068540,4.028210,0.017135,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,2768108,2768108,0,217103,0,217103,2985211,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,500,1.000000,1.000000,1.000000,500.000000,2000,0,2768108,2768108,0,217103,0,217103,2985211,0.448324,0.448324,4.004502,0.000897,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,500,1.000000,1.000000,1.000000,500.000000,2000,0,2768108,2768108,0,217103,0,217103,2985211,0.068540,0.068540,4.028210,0.000137,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,500,0.222000,0.186000,0.258000,111.000000,500,0,691978,691978,0,53849,0,53849,745827,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,500,0.222000,0.186000,0.258000,111.000000,500,0,691978,691978,0,53849,0,53849,745827,0.111955,0.111955,1.000000,0.001009,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,500,0.222000,0.186000,0.258000,111.000000,500,0,691978,691978,0,53849,0,53849,745827,0.017015,0.017015,1.000000,0.000153,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,musr,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,494,0.510121,0.465587,0.554656,252.000000,1976,494,3716729,2709769,1006960,335247,9386,344633,4061362,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,musr,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,494,0.510121,0.465587,0.554656,252.000000,1976,494,3716729,2709769,1006960,335247,9386,344633,4061362,3.523865,0.609846,5.239317,0.002420,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,musr,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,494,0.510121,0.465587,0.554656,252.000000,1976,494,3716729,2709769,1006960,335247,9386,344633,4061362,0.730137,0.105405,4.244554,0.000418,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,494,0.008097,0.002024,0.016194,4.000000,1976,0,2709769,2709769,0,335247,0,335247,3045016,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,494,0.008097,0.002024,0.016194,4.000000,1976,0,2709769,2709769,0,335247,0,335247,3045016,3.380263,0.466243,4.005593,0.116561,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,494,0.008097,0.002024,0.016194,4.000000,1976,0,2709769,2709769,0,335247,0,335247,3045016,0.724689,0.099957,4.025168,0.024989,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,494,1.000000,1.000000,1.000000,494.000000,1976,0,2709769,2709769,0,335247,0,335247,3045016,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,494,1.000000,1.000000,1.000000,494.000000,1976,0,2709769,2709769,0,335247,0,335247,3045016,3.380263,0.466243,4.005593,0.000944,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,494,1.000000,1.000000,1.000000,494.000000,1976,0,2709769,2709769,0,335247,0,335247,3045016,0.724689,0.099957,4.025168,0.000202,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,494,0.248988,0.210526,0.287449,123.000000,494,0,677394,677394,0,83247,0,83247,760641,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,494,0.248988,0.210526,0.287449,123.000000,494,0,677394,677394,0,83247,0,83247,760641,0.843888,0.116398,1.000000,0.000946,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,494,0.248988,0.210526,0.287449,123.000000,494,0,677394,677394,0,83247,0,83247,760641,0.180042,0.024833,1.000000,0.000202,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,musr,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,491,0.439919,0.397149,0.484725,216.000000,1964,491,3689538,2689261,1000277,333661,9329,342990,4032528,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,musr,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,491,0.439919,0.397149,0.484725,216.000000,1964,491,3689538,2689261,1000277,333661,9329,342990,4032528,4.375518,0.603520,5.223382,0.002794,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,musr,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,491,0.439919,0.397149,0.484725,216.000000,1964,491,3689538,2689261,1000277,333661,9329,342990,4032528,0.759771,0.104796,4.247912,0.000485,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,491,0.008147,0.002037,0.016293,4.000000,1964,0,2689261,2689261,0,333661,0,333661,3022922,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,491,0.008147,0.002037,0.016293,4.000000,1964,0,2689261,2689261,0,333661,0,333661,3022922,3.356583,0.462977,4.007002,0.115744,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,491,0.008147,0.002037,0.016293,4.000000,1964,0,2689261,2689261,0,333661,0,333661,3022922,0.721107,0.099463,4.031739,0.024866,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,491,1.000000,1.000000,1.000000,491.000000,1964,0,2689261,2689261,0,333661,0,333661,3022922,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,491,1.000000,1.000000,1.000000,491.000000,1964,0,2689261,2689261,0,333661,0,333661,3022922,3.356583,0.462977,4.007002,0.000943,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,491,1.000000,1.000000,1.000000,491.000000,1964,0,2689261,2689261,0,333661,0,333661,3022922,0.721107,0.099463,4.031739,0.000203,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,491,0.248473,0.209776,0.287169,122.000000,491,0,672267,672267,0,82705,0,82705,754972,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,491,0.248473,0.209776,0.287169,122.000000,491,0,672267,672267,0,82705,0,82705,754972,0.837677,0.115542,1.000000,0.000947,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,491,0.248473,0.209776,0.287169,122.000000,491,0,672267,672267,0,82705,0,82705,754972,0.178855,0.024670,1.000000,0.000202,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,2124,0.718456,0.699153,0.737288,1526.000000,8496,2124,8080469,5763426,2317043,900885,40356,941241,9021710,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,2124,0.718456,0.699153,0.737288,1526.000000,8496,2124,8080469,5763426,2317043,900885,40356,941241,9021710,1.394813,1.394813,5.273594,0.000914,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,2124,0.718456,0.699153,0.737288,1526.000000,8496,2124,8080469,5763426,2317043,900885,40356,941241,9021710,0.286173,0.286173,4.282040,0.000188,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,2124,0.841808,0.826271,0.857345,1788.000000,8496,0,5763426,5763426,0,900885,0,900885,6664311,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,2124,0.841808,0.826271,0.857345,1788.000000,8496,0,5763426,5763426,0,900885,0,900885,6664311,1.059127,1.059127,4.004412,0.000592,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,2124,0.841808,0.826271,0.857345,1788.000000,8496,0,5763426,5763426,0,900885,0,900885,6664311,0.268385,0.268385,4.015876,0.000150,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,2124,1.000000,1.000000,1.000000,2124.000000,8496,0,5763426,5763426,0,900885,0,900885,6664311,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,2124,1.000000,1.000000,1.000000,2124.000000,8496,0,5763426,5763426,0,900885,0,900885,6664311,1.059127,1.059127,4.004412,0.000499,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,2124,1.000000,1.000000,1.000000,2124.000000,8496,0,5763426,5763426,0,900885,0,900885,6664311,0.268385,0.268385,4.015876,0.000126,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,2124,0.500471,0.479284,0.521657,1063.000000,2124,0,1440666,1440666,0,224275,0,224275,1664941,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,2124,0.500471,0.479284,0.521657,1063.000000,2124,0,1440666,1440666,0,224275,0,224275,1664941,0.264490,0.264490,1.000000,0.000249,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,2124,0.500471,0.479284,0.521657,1063.000000,2124,0,1440666,1440666,0,224275,0,224275,1664941,0.066831,0.066831,1.000000,0.000063,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,2126,0.631232,0.610536,0.651458,1342.000000,8504,2126,8023210,5716327,2306883,902523,40394,942917,8966127,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,2126,0.631232,0.610536,0.651458,1342.000000,8504,2126,8023210,5716327,2306883,902523,40394,942917,8966127,3.440663,1.382326,5.256532,0.001030,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,2126,0.631232,0.610536,0.651458,1342.000000,8504,2126,8023210,5716327,2306883,902523,40394,942917,8966127,0.395638,0.286219,4.276457,0.000213,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,2126,0.842427,0.826905,0.857949,1791.000000,8504,0,5716327,5716327,0,902523,0,902523,6618850,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,2126,0.842427,0.826905,0.857949,1791.000000,8504,0,5716327,5716327,0,902523,0,902523,6618850,1.052992,1.052992,4.004183,0.000588,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,2126,0.842427,0.826905,0.857949,1791.000000,8504,0,5716327,5716327,0,902523,0,902523,6618850,0.268712,0.268712,4.014881,0.000150,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,2126,1.000000,1.000000,1.000000,2126.000000,8504,0,5716327,5716327,0,902523,0,902523,6618850,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,2126,1.000000,1.000000,1.000000,2126.000000,8504,0,5716327,5716327,0,902523,0,902523,6618850,1.052992,1.052992,4.004183,0.000495,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,2126,1.000000,1.000000,1.000000,2126.000000,8504,0,5716327,5716327,0,902523,0,902523,6618850,0.268712,0.268712,4.014881,0.000126,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,2126,0.499530,0.478363,0.520696,1062.000000,2126,0,1428888,1428888,0,224744,0,224744,1653632,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,2126,0.499530,0.478363,0.520696,1062.000000,2126,0,1428888,1428888,0,224744,0,224744,1653632,0.262973,0.262973,1.000000,0.000248,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,2126,0.499530,0.478363,0.520696,1062.000000,2126,0,1428888,1428888,0,224744,0,224744,1653632,0.066929,0.066929,1.000000,0.000063,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,2162,0.751619,0.733117,0.769658,1625.000000,8648,2162,8874761,5878368,2996393,1551861,41078,1592939,10467700,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,2162,0.751619,0.733117,0.769658,1625.000000,8648,2162,8874761,5878368,2996393,1551861,41078,1592939,10467700,9.413087,1.669906,5.401552,0.001028,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,2162,0.751619,0.733117,0.769658,1625.000000,8648,2162,8874761,5878368,2996393,1551861,41078,1592939,10467700,3.241181,0.464208,4.199723,0.000286,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,2162,0.896855,0.883904,0.909343,1939.000000,8648,0,5878368,5878368,0,1551861,0,1551861,7430229,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,2162,0.896855,0.883904,0.909343,1939.000000,8648,0,5878368,5878368,0,1551861,0,1551861,7430229,8.982090,1.238909,4.007430,0.000639,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,2162,0.896855,0.883904,0.909343,1939.000000,8648,0,5878368,5878368,0,1551861,0,1551861,7430229,3.221289,0.444316,4.019759,0.000229,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,2162,1.000000,1.000000,1.000000,2162.000000,8648,0,5878368,5878368,0,1551861,0,1551861,7430229,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,2162,1.000000,1.000000,1.000000,2162.000000,8648,0,5878368,5878368,0,1551861,0,1551861,7430229,8.982090,1.238909,4.007430,0.000573,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,2162,1.000000,1.000000,1.000000,2162.000000,8648,0,5878368,5878368,0,1551861,0,1551861,7430229,3.221289,0.444316,4.019759,0.000206,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,2162,0.568918,0.548104,0.589732,1230.000000,2162,0,1469382,1469382,0,385989,0,385989,1855371,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,2162,0.568918,0.548104,0.589732,1230.000000,2162,0,1469382,1469382,0,385989,0,385989,1855371,2.241360,0.309153,1.000000,0.000251,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,2162,0.568918,0.548104,0.589732,1230.000000,2162,0,1469382,1469382,0,385989,0,385989,1855371,0.801366,0.110533,1.000000,0.000090,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,2174,0.685373,0.665593,0.704692,1490.000000,8696,2174,8916328,5903628,3012700,1561991,41306,1603297,10519625,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,2174,0.685373,0.665593,0.704692,1490.000000,8696,2174,8916328,5903628,3012700,1561991,41306,1603297,10519625,12.122922,1.672127,5.380212,0.001122,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,2174,0.685373,0.665593,0.704692,1490.000000,8696,2174,8916328,5903628,3012700,1561991,41306,1603297,10519625,3.384921,0.466886,4.194164,0.000313,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,2174,0.896964,0.884085,0.909384,1950.000000,8696,0,5903628,5903628,0,1561991,0,1561991,7465619,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,2174,0.896964,0.884085,0.909384,1950.000000,8696,0,5903628,5903628,0,1561991,0,1561991,7465619,9.027610,1.245188,4.006500,0.000639,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,2174,0.896964,0.884085,0.909384,1950.000000,8696,0,5903628,5903628,0,1561991,0,1561991,7465619,3.242055,0.447180,4.017140,0.000229,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,2174,1.000000,1.000000,1.000000,2174.000000,8696,0,5903628,5903628,0,1561991,0,1561991,7465619,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,2174,1.000000,1.000000,1.000000,2174.000000,8696,0,5903628,5903628,0,1561991,0,1561991,7465619,9.027610,1.245188,4.006500,0.000573,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,2174,1.000000,1.000000,1.000000,2174.000000,8696,0,5903628,5903628,0,1561991,0,1561991,7465619,3.242055,0.447180,4.017140,0.000206,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,2174,0.567617,0.546918,0.588316,1234.000000,2174,0,1475696,1475696,0,388772,0,388772,1864468,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,2174,0.567617,0.546918,0.588316,1234.000000,2174,0,1475696,1475696,0,388772,0,388772,1864468,2.253240,0.310792,1.000000,0.000252,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,2174,0.567617,0.546918,0.588316,1234.000000,2174,0,1475696,1475696,0,388772,0,388772,1864468,0.807058,0.111318,1.000000,0.000090,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,207,0.811594,0.758454,0.864734,168.000000,828,207,536530,354884,181646,95326,3933,99259,635789,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,207,0.811594,0.758454,0.864734,168.000000,828,207,536530,354884,181646,95326,3933,99259,635789,0.102907,0.102907,5.355834,0.000613,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,207,0.811594,0.758454,0.864734,168.000000,828,207,536530,354884,181646,95326,3933,99259,635789,0.029295,0.029295,4.158859,0.000174,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,207,0.792271,0.734300,0.845411,164.000000,828,0,354884,354884,0,95326,0,95326,450210,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,207,0.792271,0.734300,0.845411,164.000000,828,0,354884,354884,0,95326,0,95326,450210,0.076375,0.076375,3.974966,0.000466,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,207,0.792271,0.734300,0.845411,164.000000,828,0,354884,354884,0,95326,0,95326,450210,0.027685,0.027685,3.930295,0.000169,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,207,1.000000,1.000000,1.000000,207.000000,828,0,354884,354884,0,95326,0,95326,450210,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,207,1.000000,1.000000,1.000000,207.000000,828,0,354884,354884,0,95326,0,95326,450210,0.076375,0.076375,3.974966,0.000369,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,207,1.000000,1.000000,1.000000,207.000000,828,0,354884,354884,0,95326,0,95326,450210,0.027685,0.027685,3.930295,0.000134,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,207,0.492754,0.425121,0.560386,102.000000,207,0,88702,88702,0,24271,0,24271,112973,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,207,0.492754,0.425121,0.560386,102.000000,207,0,88702,88702,0,24271,0,24271,112973,0.019214,0.019214,1.000000,0.000188,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,207,0.492754,0.425121,0.560386,102.000000,207,0,88702,88702,0,24271,0,24271,112973,0.007044,0.007044,1.000000,0.000069,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,209,0.598086,0.531100,0.665072,125.000000,836,209,540952,357670,183282,96289,3971,100260,641212,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,209,0.598086,0.531100,0.665072,125.000000,836,209,540952,357670,183282,96289,3971,100260,641212,0.268259,0.103410,5.333987,0.000827,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,209,0.598086,0.531100,0.665072,125.000000,836,209,540952,357670,183282,96289,3971,100260,641212,0.039570,0.029563,4.150941,0.000237,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,209,0.794258,0.736842,0.846890,166.000000,836,0,357670,357670,0,96289,0,96289,453959,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,209,0.794258,0.736842,0.846890,166.000000,836,0,357670,357670,0,96289,0,96289,453959,0.077035,0.077035,3.973539,0.000464,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,209,0.794258,0.736842,0.846890,166.000000,836,0,357670,357670,0,96289,0,96289,453959,0.027962,0.027962,3.926144,0.000168,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,209,1.000000,1.000000,1.000000,209.000000,836,0,357670,357670,0,96289,0,96289,453959,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,209,1.000000,1.000000,1.000000,209.000000,836,0,357670,357670,0,96289,0,96289,453959,0.077035,0.077035,3.973539,0.000369,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,209,1.000000,1.000000,1.000000,209.000000,836,0,357670,357670,0,96289,0,96289,453959,0.027962,0.027962,3.926144,0.000134,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,209,0.492823,0.425837,0.559809,103.000000,209,0,89398,89398,0,24540,0,24540,113938,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,209,0.492823,0.425837,0.559809,103.000000,209,0,89398,89398,0,24540,0,24540,113938,0.019387,0.019387,1.000000,0.000188,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,209,0.492823,0.425837,0.559809,103.000000,209,0,89398,89398,0,24540,0,24540,113938,0.007122,0.007122,1.000000,0.000069,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,225,0.800000,0.746667,0.848889,180.000000,900,225,659750,385161,274589,180902,4275,185177,844927,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,225,0.800000,0.746667,0.848889,180.000000,900,225,659750,385161,274589,180902,4275,185177,844927,0.786604,0.142669,5.474425,0.000793,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,225,0.800000,0.746667,0.848889,180.000000,900,225,659750,385161,274589,180902,4275,185177,844927,0.371473,0.052932,4.056714,0.000294,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,225,0.928889,0.893333,0.960000,209.000000,900,0,385161,385161,0,180902,0,180902,566063,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,225,0.928889,0.893333,0.960000,209.000000,900,0,385161,385161,0,180902,0,180902,566063,0.746965,0.103030,3.953417,0.000493,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,225,0.928889,0.893333,0.960000,209.000000,900,0,385161,385161,0,180902,0,180902,566063,0.369507,0.050967,3.906116,0.000244,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,225,1.000000,1.000000,1.000000,225.000000,900,0,385161,385161,0,180902,0,180902,566063,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,225,1.000000,1.000000,1.000000,225.000000,900,0,385161,385161,0,180902,0,180902,566063,0.746965,0.103030,3.953417,0.000458,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,225,1.000000,1.000000,1.000000,225.000000,900,0,385161,385161,0,180902,0,180902,566063,0.369507,0.050967,3.906116,0.000227,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,225,0.551111,0.484444,0.617778,124.000000,225,0,96269,96269,0,46338,0,46338,142607,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,225,0.551111,0.484444,0.617778,124.000000,225,0,96269,96269,0,46338,0,46338,142607,0.188945,0.026061,1.000000,0.000210,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,225,0.551111,0.484444,0.617778,124.000000,225,0,96269,96269,0,46338,0,46338,142607,0.094601,0.013048,1.000000,0.000105,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,gpqa,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,233,0.673820,0.613734,0.733906,157.000000,932,233,681248,397719,283529,186795,4427,191222,872470,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,gpqa,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,233,0.673820,0.613734,0.733906,157.000000,932,233,681248,397719,283529,186795,4427,191222,872470,1.063692,0.146716,5.451289,0.000934,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,gpqa,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,233,0.673820,0.613734,0.733906,157.000000,932,233,681248,397719,283529,186795,4427,191222,872470,0.396069,0.054630,4.053573,0.000348,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,233,0.927039,0.892704,0.957082,216.000000,932,0,397719,397719,0,186795,0,186795,584514,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,233,0.927039,0.892704,0.957082,216.000000,932,0,397719,397719,0,186795,0,186795,584514,0.771309,0.106387,3.952850,0.000493,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,233,0.927039,0.892704,0.957082,216.000000,932,0,397719,397719,0,186795,0,186795,584514,0.381544,0.052627,3.904949,0.000244,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,233,1.000000,1.000000,1.000000,233.000000,932,0,397719,397719,0,186795,0,186795,584514,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,233,1.000000,1.000000,1.000000,233.000000,932,0,397719,397719,0,186795,0,186795,584514,0.771309,0.106387,3.952850,0.000457,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,233,1.000000,1.000000,1.000000,233.000000,932,0,397719,397719,0,186795,0,186795,584514,0.381544,0.052627,3.904949,0.000226,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,233,0.557940,0.493562,0.622318,130.000000,233,0,99408,99408,0,47860,0,47860,147268,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,233,0.557940,0.493562,0.622318,130.000000,233,0,99408,99408,0,47860,0,47860,147268,0.195128,0.026914,1.000000,0.000207,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,233,0.557940,0.493562,0.622318,130.000000,233,0,99408,99408,0,47860,0,47860,147268,0.097708,0.013477,1.000000,0.000104,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,435,0.544828,0.498851,0.590805,237.000000,1740,435,1324932,905829,419103,197712,8265,205977,1530909,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,435,0.544828,0.498851,0.590805,237.000000,1740,435,1324932,905829,419103,197712,8265,205977,1530909,0.243164,0.243164,5.350967,0.001026,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,435,0.544828,0.498851,0.590805,237.000000,1740,435,1324932,905829,419103,197712,8265,205977,1530909,0.061383,0.061383,4.269231,0.000259,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,435,0.850575,0.816092,0.882759,370.000000,1740,0,905829,905829,0,197712,0,197712,1103541,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,435,0.850575,0.816092,0.882759,370.000000,1740,0,905829,905829,0,197712,0,197712,1103541,0.182175,0.182175,4.008868,0.000492,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,435,0.850575,0.816092,0.882759,370.000000,1740,0,905829,905829,0,197712,0,197712,1103541,0.057896,0.057896,4.026707,0.000156,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,435,1.000000,1.000000,1.000000,435.000000,1740,0,905829,905829,0,197712,0,197712,1103541,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,435,1.000000,1.000000,1.000000,435.000000,1740,0,905829,905829,0,197712,0,197712,1103541,0.182175,0.182175,4.008868,0.000419,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,435,1.000000,1.000000,1.000000,435.000000,1740,0,905829,905829,0,197712,0,197712,1103541,0.057896,0.057896,4.026707,0.000133,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,435,0.491954,0.445977,0.537931,214.000000,435,0,226417,226417,0,49087,0,49087,275504,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,435,0.491954,0.445977,0.537931,214.000000,435,0,226417,226417,0,49087,0,49087,275504,0.045443,0.045443,1.000000,0.000212,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,435,0.491954,0.445977,0.537931,214.000000,435,0,226417,226417,0,49087,0,49087,275504,0.014378,0.014378,1.000000,0.000067,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,437,0.491991,0.446224,0.537757,215.000000,1748,437,1331136,910073,421063,198635,8303,206938,1538074,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,437,0.491991,0.446224,0.537757,215.000000,1748,437,1331136,910073,421063,198635,8303,206938,1538074,0.620697,0.243396,5.332720,0.001132,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,437,0.491991,0.446224,0.537757,215.000000,1748,437,1331136,910073,421063,198635,8303,206938,1538074,0.083193,0.061618,4.269540,0.000287,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,437,0.851259,0.816934,0.883295,372.000000,1748,0,910073,910073,0,198635,0,198635,1108708,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,437,0.851259,0.816934,0.883295,372.000000,1748,0,910073,910073,0,198635,0,198635,1108708,0.183028,0.183028,4.010078,0.000492,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,437,0.851259,0.816934,0.883295,372.000000,1748,0,910073,910073,0,198635,0,198635,1108708,0.058166,0.058166,4.030349,0.000156,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,437,1.000000,1.000000,1.000000,437.000000,1748,0,910073,910073,0,198635,0,198635,1108708,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,437,1.000000,1.000000,1.000000,437.000000,1748,0,910073,910073,0,198635,0,198635,1108708,0.183028,0.183028,4.010078,0.000419,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,437,1.000000,1.000000,1.000000,437.000000,1748,0,910073,910073,0,198635,0,198635,1108708,0.058166,0.058166,4.030349,0.000133,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,437,0.491991,0.446224,0.537757,215.000000,437,0,227478,227478,0,49268,0,49268,276746,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,437,0.491991,0.446224,0.537757,215.000000,437,0,227478,227478,0,49268,0,49268,276746,0.045642,0.045642,1.000000,0.000212,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,437,0.491991,0.446224,0.537757,215.000000,437,0,227478,227478,0,49268,0,49268,276746,0.014432,0.014432,1.000000,0.000067,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,437,0.535469,0.489703,0.581236,234.000000,1748,437,1523374,932069,591305,363340,8303,371643,1895017,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,437,0.535469,0.489703,0.581236,234.000000,1748,437,1523374,932069,591305,363340,8303,371643,1895017,1.743857,0.313901,5.442867,0.001341,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,437,0.535469,0.489703,0.581236,234.000000,1748,437,1523374,932069,591305,363340,8303,371643,1895017,0.749302,0.106783,4.078801,0.000456,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,437,0.938215,0.915332,0.958810,410.000000,1748,0,932069,932069,0,363340,0,363340,1295409,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,437,0.938215,0.915332,0.958810,410.000000,1748,0,932069,932069,0,363340,0,363340,1295409,1.658749,0.228793,3.967142,0.000558,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,437,0.938215,0.915332,0.958810,410.000000,1748,0,932069,932069,0,363340,0,363340,1295409,0.745321,0.102803,3.926776,0.000251,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,437,1.000000,1.000000,1.000000,437.000000,1748,0,932069,932069,0,363340,0,363340,1295409,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,437,1.000000,1.000000,1.000000,437.000000,1748,0,932069,932069,0,363340,0,363340,1295409,1.658749,0.228793,3.967142,0.000524,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,437,1.000000,1.000000,1.000000,437.000000,1748,0,932069,932069,0,363340,0,363340,1295409,0.745321,0.102803,3.926776,0.000235,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,437,0.485126,0.439359,0.530892,212.000000,437,0,232976,232976,0,92572,0,92572,325548,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,437,0.485126,0.439359,0.530892,212.000000,437,0,232976,232976,0,92572,0,92572,325548,0.418120,0.057672,1.000000,0.000272,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,437,0.485126,0.439359,0.530892,212.000000,437,0,232976,232976,0,92572,0,92572,325548,0.189804,0.026180,1.000000,0.000123,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,445,0.480899,0.433708,0.528090,214.000000,1780,445,1555085,952394,602691,369737,8455,378192,1933277,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,445,0.480899,0.433708,0.528090,214.000000,1780,445,1555085,952394,602691,369737,8455,378192,1933277,2.311469,0.318823,5.415713,0.001490,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,445,0.480899,0.433708,0.528090,214.000000,1780,445,1555085,952394,602691,369737,8455,378192,1933277,0.787486,0.108619,4.069499,0.000508,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,445,0.939326,0.916854,0.959551,418.000000,1780,0,952394,952394,0,369737,0,369737,1322131,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,445,0.939326,0.916854,0.959551,418.000000,1780,0,952394,952394,0,369737,0,369737,1322131,1.691868,0.233361,3.964005,0.000558,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,445,0.939326,0.916854,0.959551,418.000000,1780,0,952394,952394,0,369737,0,369737,1322131,0.758522,0.104624,3.919823,0.000250,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,445,1.000000,1.000000,1.000000,445.000000,1780,0,952394,952394,0,369737,0,369737,1322131,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,445,1.000000,1.000000,1.000000,445.000000,1780,0,952394,952394,0,369737,0,369737,1322131,1.691868,0.233361,3.964005,0.000524,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,445,1.000000,1.000000,1.000000,445.000000,1780,0,952394,952394,0,369737,0,369737,1322131,0.758522,0.104624,3.919823,0.000235,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,445,0.480899,0.433708,0.528090,214.000000,445,0,238056,238056,0,94374,0,94374,332430,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,445,0.480899,0.433708,0.528090,214.000000,445,0,238056,238056,0,94374,0,94374,332430,0.426804,0.058870,1.000000,0.000275,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,445,0.480899,0.433708,0.528090,214.000000,445,0,238056,238056,0,94374,0,94374,332430,0.193509,0.026691,1.000000,0.000125,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,492,0.701220,0.660569,0.741870,345.000000,1968,492,1424636,965790,458846,223148,9348,232496,1657132,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,492,0.701220,0.660569,0.741870,345.000000,1968,492,1424636,965790,458846,223148,9348,232496,1657132,0.264548,0.264548,5.355656,0.000767,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,492,0.701220,0.660569,0.741870,345.000000,1968,492,1424636,965790,458846,223148,9348,232496,1657132,0.069088,0.069088,4.245299,0.000200,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,492,0.930894,0.908537,0.953252,458.000000,1968,0,965790,965790,0,223148,0,223148,1188938,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,492,0.930894,0.908537,0.953252,458.000000,1968,0,965790,965790,0,223148,0,223148,1188938,0.197692,0.197692,4.002186,0.000432,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,492,0.930894,0.908537,0.953252,458.000000,1968,0,965790,965790,0,223148,0,223148,1188938,0.065186,0.065186,4.005530,0.000142,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,492,1.000000,1.000000,1.000000,492.000000,1968,0,965790,965790,0,223148,0,223148,1188938,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,492,1.000000,1.000000,1.000000,492.000000,1968,0,965790,965790,0,223148,0,223148,1188938,0.197692,0.197692,4.002186,0.000402,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,492,1.000000,1.000000,1.000000,492.000000,1968,0,965790,965790,0,223148,0,223148,1188938,0.065186,0.065186,4.005530,0.000132,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,492,0.528455,0.483740,0.573171,260.000000,492,0,241408,241408,0,55709,0,55709,297117,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,492,0.528455,0.483740,0.573171,260.000000,492,0,241408,241408,0,55709,0,55709,297117,0.049396,0.049396,1.000000,0.000190,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,492,0.528455,0.483740,0.573171,260.000000,492,0,241408,241408,0,55709,0,55709,297117,0.016274,0.016274,1.000000,0.000063,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,498,0.624498,0.582329,0.666667,311.000000,1992,498,1440126,975872,464254,226105,9462,235567,1675693,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,498,0.624498,0.582329,0.666667,311.000000,1992,498,1440126,975872,464254,226105,9462,235567,1675693,0.683109,0.266577,5.334848,0.000857,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,498,0.624498,0.582329,0.666667,311.000000,1992,498,1440126,975872,464254,226105,9462,235567,1675693,0.094251,0.069933,4.237850,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,498,0.931727,0.909639,0.953815,464.000000,1992,0,975872,975872,0,226105,0,226105,1201977,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,498,0.931727,0.909639,0.953815,464.000000,1992,0,975872,975872,0,226105,0,226105,1201977,0.199931,0.199931,4.001101,0.000431,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,498,0.931727,0.909639,0.953815,464.000000,1992,0,975872,975872,0,226105,0,226105,1201977,0.066042,0.066042,4.002060,0.000142,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,498,1.000000,1.000000,1.000000,498.000000,1992,0,975872,975872,0,226105,0,226105,1201977,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,498,1.000000,1.000000,1.000000,498.000000,1992,0,975872,975872,0,226105,0,226105,1201977,0.199931,0.199931,4.001101,0.000401,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,498,1.000000,1.000000,1.000000,498.000000,1992,0,975872,975872,0,226105,0,226105,1201977,0.066042,0.066042,4.002060,0.000133,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,498,0.526104,0.481928,0.570281,262.000000,498,0,243927,243927,0,56497,0,56497,300424,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,498,0.526104,0.481928,0.570281,262.000000,498,0,243927,243927,0,56497,0,56497,300424,0.049969,0.049969,1.000000,0.000191,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,498,0.526104,0.481928,0.570281,262.000000,498,0,243927,243927,0,56497,0,56497,300424,0.016502,0.016502,1.000000,0.000063,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,500,0.800000,0.764000,0.834000,400.000000,2000,500,1591873,973262,618611,381080,9500,390580,1982453,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,500,0.800000,0.764000,0.834000,400.000000,2000,500,1591873,973262,618611,381080,9500,390580,1982453,1.824688,0.328634,5.493623,0.000822,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,500,0.800000,0.764000,0.834000,400.000000,2000,500,1591873,973262,618611,381080,9500,390580,1982453,0.786017,0.112202,4.165194,0.000281,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,500,0.970000,0.954000,0.984000,485.000000,2000,0,973262,973262,0,381080,0,381080,1354342,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,500,0.970000,0.954000,0.984000,485.000000,2000,0,973262,973262,0,381080,0,381080,1354342,1.735422,0.239369,4.001421,0.000494,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,500,0.970000,0.954000,0.984000,485.000000,2000,0,973262,973262,0,381080,0,381080,1354342,0.781625,0.107810,4.002153,0.000222,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,973262,973262,0,381080,0,381080,1354342,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,500,1.000000,1.000000,1.000000,500.000000,2000,0,973262,973262,0,381080,0,381080,1354342,1.735422,0.239369,4.001421,0.000479,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,500,1.000000,1.000000,1.000000,500.000000,2000,0,973262,973262,0,381080,0,381080,1354342,0.781625,0.107810,4.002153,0.000216,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,500,0.670000,0.628000,0.710000,335.000000,500,0,243268,243268,0,95216,0,95216,338484,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,500,0.670000,0.628000,0.710000,335.000000,500,0,243268,243268,0,95216,0,95216,338484,0.433700,0.059821,1.000000,0.000179,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,500,0.670000,0.628000,0.710000,335.000000,500,0,243268,243268,0,95216,0,95216,338484,0.195297,0.026938,1.000000,0.000080,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,500,0.708000,0.668000,0.748000,354.000000,2000,500,1591873,973262,618611,381080,9500,390580,1982453,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,500,0.708000,0.668000,0.748000,354.000000,2000,500,1591873,973262,618611,381080,9500,390580,1982453,2.373033,0.327315,5.471574,0.000925,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,500,0.708000,0.668000,0.748000,354.000000,2000,500,1591873,973262,618611,381080,9500,390580,1982453,0.812997,0.112138,4.162818,0.000317,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,500,0.970000,0.954000,0.984000,485.000000,2000,0,973262,973262,0,381080,0,381080,1354342,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,500,0.970000,0.954000,0.984000,485.000000,2000,0,973262,973262,0,381080,0,381080,1354342,1.735422,0.239369,4.001421,0.000494,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,500,0.970000,0.954000,0.984000,485.000000,2000,0,973262,973262,0,381080,0,381080,1354342,0.781625,0.107810,4.002153,0.000222,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,973262,973262,0,381080,0,381080,1354342,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,500,1.000000,1.000000,1.000000,500.000000,2000,0,973262,973262,0,381080,0,381080,1354342,1.735422,0.239369,4.001421,0.000479,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,500,1.000000,1.000000,1.000000,500.000000,2000,0,973262,973262,0,381080,0,381080,1354342,0.781625,0.107810,4.002153,0.000216,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,500,0.670000,0.628000,0.710000,335.000000,500,0,243268,243268,0,95216,0,95216,338484,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,500,0.670000,0.628000,0.710000,335.000000,500,0,243268,243268,0,95216,0,95216,338484,0.433700,0.059821,1.000000,0.000179,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,500,0.670000,0.628000,0.710000,335.000000,500,0,243268,243268,0,95216,0,95216,338484,0.195297,0.026938,1.000000,0.000080,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,494,0.858300,0.825911,0.888664,424.000000,1976,494,1135080,775485,359595,171460,9386,180846,1315926,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,494,0.858300,0.825911,0.888664,424.000000,1976,494,1135080,775485,359595,171460,9386,180846,1315926,0.209548,0.209548,5.377438,0.000494,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,494,0.858300,0.825911,0.888664,424.000000,1976,494,1135080,775485,359595,171460,9386,180846,1315926,0.053815,0.053815,4.348687,0.000127,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,494,0.937247,0.914980,0.957490,463.000000,1976,0,775485,775485,0,171460,0,171460,946945,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,494,0.937247,0.914980,0.957490,463.000000,1976,0,775485,775485,0,171460,0,171460,946945,0.156577,0.156577,4.018092,0.000338,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,494,0.937247,0.914980,0.957490,463.000000,1976,0,775485,775485,0,171460,0,171460,946945,0.050180,0.050180,4.054949,0.000108,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,494,1.000000,1.000000,1.000000,494.000000,1976,0,775485,775485,0,171460,0,171460,946945,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,494,1.000000,1.000000,1.000000,494.000000,1976,0,775485,775485,0,171460,0,171460,946945,0.156577,0.156577,4.018092,0.000317,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,494,1.000000,1.000000,1.000000,494.000000,1976,0,775485,775485,0,171460,0,171460,946945,0.050180,0.050180,4.054949,0.000102,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,494,0.471660,0.427126,0.516194,233.000000,494,0,193827,193827,0,42259,0,42259,236086,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,494,0.471660,0.427126,0.516194,233.000000,494,0,193827,193827,0,42259,0,42259,236086,0.038968,0.038968,1.000000,0.000167,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,494,0.471660,0.427126,0.516194,233.000000,494,0,193827,193827,0,42259,0,42259,236086,0.012375,0.012375,1.000000,0.000053,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,496,0.774194,0.737903,0.810484,384.000000,1984,496,1140250,778869,361381,172423,9424,181847,1322097,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,496,0.774194,0.737903,0.810484,384.000000,1984,496,1140250,778869,361381,172423,9424,181847,1322097,0.537549,0.209765,5.354290,0.000546,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,496,0.774194,0.737903,0.810484,384.000000,1984,496,1140250,778869,361381,172423,9424,181847,1322097,0.076535,0.054056,4.335579,0.000141,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,496,0.935484,0.913306,0.955645,464.000000,1984,0,778869,778869,0,172423,0,172423,951292,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,496,0.935484,0.913306,0.955645,464.000000,1984,0,778869,778869,0,172423,0,172423,951292,0.157320,0.157320,4.015621,0.000339,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,496,0.935484,0.913306,0.955645,464.000000,1984,0,778869,778869,0,172423,0,172423,951292,0.050459,0.050459,4.047081,0.000109,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,496,1.000000,1.000000,1.000000,496.000000,1984,0,778869,778869,0,172423,0,172423,951292,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,496,1.000000,1.000000,1.000000,496.000000,1984,0,778869,778869,0,172423,0,172423,951292,0.157320,0.157320,4.015621,0.000317,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,496,1.000000,1.000000,1.000000,496.000000,1984,0,778869,778869,0,172423,0,172423,951292,0.050459,0.050459,4.047081,0.000102,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,496,0.467742,0.423387,0.512097,232.000000,496,0,194672,194672,0,42583,0,42583,237255,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,496,0.467742,0.423387,0.512097,232.000000,496,0,194672,194672,0,42583,0,42583,237255,0.039177,0.039177,1.000000,0.000169,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,496,0.467742,0.423387,0.512097,232.000000,496,0,194672,194672,0,42583,0,42583,237255,0.012468,0.012468,1.000000,0.000054,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,500,0.898000,0.870000,0.924000,449.000000,2000,500,1282415,790091,492324,300610,9500,310110,1592525,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,500,0.898000,0.870000,0.924000,449.000000,2000,500,1282415,790091,492324,300610,9500,310110,1592525,1.462896,0.263490,5.637597,0.000587,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,500,0.898000,0.870000,0.924000,449.000000,2000,500,1282415,790091,492324,300610,9500,310110,1592525,0.621060,0.089145,4.447244,0.000199,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,500,0.948000,0.928000,0.966000,474.000000,2000,0,790091,790091,0,300610,0,300610,1090701,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,500,0.948000,0.928000,0.966000,474.000000,2000,0,790091,790091,0,300610,0,300610,1090701,1.391311,0.191905,4.105974,0.000405,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,500,0.948000,0.928000,0.966000,474.000000,2000,0,790091,790091,0,300610,0,300610,1090701,0.617022,0.085106,4.245747,0.000180,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,790091,790091,0,300610,0,300610,1090701,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,500,1.000000,1.000000,1.000000,500.000000,2000,0,790091,790091,0,300610,0,300610,1090701,1.391311,0.191905,4.105974,0.000384,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,500,1.000000,1.000000,1.000000,500.000000,2000,0,790091,790091,0,300610,0,300610,1090701,0.617022,0.085106,4.245747,0.000170,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,500,0.592000,0.548000,0.634000,296.000000,500,0,197474,197474,0,70687,0,70687,268161,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,500,0.592000,0.548000,0.634000,296.000000,500,0,197474,197474,0,70687,0,70687,268161,0.338848,0.046738,1.000000,0.000158,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,500,0.592000,0.548000,0.634000,296.000000,500,0,197474,197474,0,70687,0,70687,268161,0.145323,0.020045,1.000000,0.000068,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,496,0.889113,0.860887,0.915323,441.000000,1984,496,1270773,782468,488305,298450,9424,307874,1578647,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,496,0.889113,0.860887,0.915323,441.000000,1984,496,1270773,782468,488305,298450,9424,307874,1578647,1.886521,0.260210,5.616932,0.000590,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,496,0.889113,0.860887,0.915323,441.000000,1984,496,1270773,782468,488305,298450,9424,307874,1578647,0.641163,0.088436,4.446254,0.000201,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,496,0.947581,0.927419,0.965726,470.000000,1984,0,782468,782468,0,298450,0,298450,1080918,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,496,0.947581,0.927419,0.965726,470.000000,1984,0,782468,782468,0,298450,0,298450,1080918,1.379368,0.190258,4.106938,0.000405,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,496,0.947581,0.927419,0.965726,470.000000,1984,0,782468,782468,0,298450,0,298450,1080918,0.612549,0.084490,4.247863,0.000180,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,496,1.000000,1.000000,1.000000,496.000000,1984,0,782468,782468,0,298450,0,298450,1080918,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,496,1.000000,1.000000,1.000000,496.000000,1984,0,782468,782468,0,298450,0,298450,1080918,1.379368,0.190258,4.106938,0.000384,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,496,1.000000,1.000000,1.000000,496.000000,1984,0,782468,782468,0,298450,0,298450,1080918,0.612549,0.084490,4.247863,0.000170,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,496,0.588710,0.544355,0.631048,292.000000,496,0,195569,195569,0,70146,0,70146,265715,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,496,0.588710,0.544355,0.631048,292.000000,496,0,195569,195569,0,70146,0,70146,265715,0.335861,0.046326,1.000000,0.000159,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,496,0.588710,0.544355,0.631048,292.000000,496,0,195569,195569,0,70146,0,70146,265715,0.144203,0.019890,1.000000,0.000068,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,496,0.709677,0.669355,0.750000,352.000000,1984,496,3659291,2761438,897853,213239,9424,222663,3881954,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,496,0.709677,0.669355,0.750000,352.000000,1984,496,3659291,2761438,897853,213239,9424,222663,3881954,0.574646,0.574646,5.155209,0.001633,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,496,0.709677,0.669355,0.750000,352.000000,1984,496,3659291,2761438,897853,213239,9424,222663,3881954,0.072592,0.072592,4.331523,0.000206,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,496,0.671371,0.629032,0.711694,333.000000,1984,0,2761438,2761438,0,213239,0,213239,2974677,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,496,0.671371,0.629032,0.711694,333.000000,1984,0,2761438,2761438,0,213239,0,213239,2974677,0.446308,0.446308,4.003876,0.001340,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,496,0.671371,0.629032,0.711694,333.000000,1984,0,2761438,2761438,0,213239,0,213239,2974677,0.067439,0.067439,4.024047,0.000203,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,496,1.000000,1.000000,1.000000,496.000000,1984,0,2761438,2761438,0,213239,0,213239,2974677,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,496,1.000000,1.000000,1.000000,496.000000,1984,0,2761438,2761438,0,213239,0,213239,2974677,0.446308,0.446308,4.003876,0.000900,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,496,1.000000,1.000000,1.000000,496.000000,1984,0,2761438,2761438,0,213239,0,213239,2974677,0.067439,0.067439,4.024047,0.000136,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,496,0.512097,0.467742,0.556452,254.000000,496,0,690312,690312,0,52949,0,52949,743261,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,496,0.512097,0.467742,0.556452,254.000000,496,0,690312,690312,0,52949,0,52949,743261,0.111469,0.111469,1.000000,0.000439,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,496,0.512097,0.467742,0.556452,254.000000,496,0,690312,690312,0,52949,0,52949,743261,0.016759,0.016759,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,musr,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,486,0.631687,0.588477,0.674897,307.000000,1944,486,3570746,2693843,876903,209071,9234,218305,3789051,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,musr,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,486,0.631687,0.588477,0.674897,307.000000,1944,486,3570746,2693843,876903,209071,9234,218305,3789051,1.331049,0.559177,5.139589,0.001821,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,musr,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,486,0.631687,0.588477,0.674897,307.000000,1944,486,3570746,2693843,876903,209071,9234,218305,3789051,0.102089,0.071049,4.330936,0.000231,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,486,0.668724,0.627572,0.709877,325.000000,1944,0,2693843,2693843,0,209071,0,209071,2902914,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,486,0.668724,0.627572,0.709877,325.000000,1944,0,2693843,2693843,0,209071,0,209071,2902914,0.435678,0.435678,4.004467,0.001341,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,486,0.668724,0.627572,0.709877,325.000000,1944,0,2693843,2693843,0,209071,0,209071,2902914,0.066083,0.066083,4.028223,0.000203,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,486,1.000000,1.000000,1.000000,486.000000,1944,0,2693843,2693843,0,209071,0,209071,2902914,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,486,1.000000,1.000000,1.000000,486.000000,1944,0,2693843,2693843,0,209071,0,209071,2902914,0.435678,0.435678,4.004467,0.000896,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,486,1.000000,1.000000,1.000000,486.000000,1944,0,2693843,2693843,0,209071,0,209071,2902914,0.066083,0.066083,4.028223,0.000136,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,486,0.514403,0.469136,0.559671,250.000000,486,0,673413,673413,0,51856,0,51856,725269,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,486,0.514403,0.469136,0.559671,250.000000,486,0,673413,673413,0,51856,0,51856,725269,0.108798,0.108798,1.000000,0.000435,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,486,0.514403,0.469136,0.559671,250.000000,486,0,673413,673413,0,51856,0,51856,725269,0.016405,0.016405,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,musr,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,500,0.724000,0.684000,0.762000,362.000000,2000,500,3817349,2797785,1019564,325929,9500,335429,4152778,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,musr,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,500,0.724000,0.684000,0.762000,362.000000,2000,500,3817349,2797785,1019564,325929,9500,335429,4152778,3.595042,0.621212,5.226330,0.001716,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,musr,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,500,0.724000,0.684000,0.762000,362.000000,2000,500,3817349,2797785,1019564,325929,9500,335429,4152778,0.713328,0.103144,4.240595,0.000285,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,500,0.722000,0.682000,0.760000,361.000000,2000,0,2797785,2797785,0,325929,0,325929,3123714,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,500,0.722000,0.682000,0.760000,361.000000,2000,0,2797785,2797785,0,325929,0,325929,3123714,3.449643,0.475813,4.003071,0.001318,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,500,0.722000,0.682000,0.760000,361.000000,2000,0,2797785,2797785,0,325929,0,325929,3123714,0.707814,0.097629,4.013855,0.000270,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,2797785,2797785,0,325929,0,325929,3123714,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,500,1.000000,1.000000,1.000000,500.000000,2000,0,2797785,2797785,0,325929,0,325929,3123714,3.449643,0.475813,4.003071,0.000952,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,500,1.000000,1.000000,1.000000,500.000000,2000,0,2797785,2797785,0,325929,0,325929,3123714,0.707814,0.097629,4.013855,0.000195,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,500,0.526000,0.482000,0.570000,263.000000,500,0,699395,699395,0,81176,0,81176,780571,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,500,0.526000,0.482000,0.570000,263.000000,500,0,699395,699395,0,81176,0,81176,780571,0.861747,0.118862,1.000000,0.000452,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,500,0.526000,0.482000,0.570000,263.000000,500,0,699395,699395,0,81176,0,81176,780571,0.176340,0.024323,1.000000,0.000092,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,musr,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,500,0.648000,0.606000,0.690000,324.000000,2000,500,3817349,2797785,1019564,325929,9500,335429,4152778,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,musr,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,500,0.648000,0.606000,0.690000,324.000000,2000,500,3817349,2797785,1019564,325929,9500,335429,4152778,4.488207,0.619063,5.208250,0.001911,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,musr,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,500,0.648000,0.606000,0.690000,324.000000,2000,500,3817349,2797785,1019564,325929,9500,335429,4152778,0.747205,0.103063,4.237265,0.000318,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,500,0.722000,0.682000,0.760000,361.000000,2000,0,2797785,2797785,0,325929,0,325929,3123714,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,500,0.722000,0.682000,0.760000,361.000000,2000,0,2797785,2797785,0,325929,0,325929,3123714,3.449643,0.475813,4.003071,0.001318,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,500,0.722000,0.682000,0.760000,361.000000,2000,0,2797785,2797785,0,325929,0,325929,3123714,0.707814,0.097629,4.013855,0.000270,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,2797785,2797785,0,325929,0,325929,3123714,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,500,1.000000,1.000000,1.000000,500.000000,2000,0,2797785,2797785,0,325929,0,325929,3123714,3.449643,0.475813,4.003071,0.000952,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,500,1.000000,1.000000,1.000000,500.000000,2000,0,2797785,2797785,0,325929,0,325929,3123714,0.707814,0.097629,4.013855,0.000195,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,500,0.526000,0.482000,0.570000,263.000000,500,0,699395,699395,0,81176,0,81176,780571,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,500,0.526000,0.482000,0.570000,263.000000,500,0,699395,699395,0,81176,0,81176,780571,0.861747,0.118862,1.000000,0.000452,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,500,0.526000,0.482000,0.570000,263.000000,500,0,699395,699395,0,81176,0,81176,780571,0.176340,0.024323,1.000000,0.000092,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,2135,0.859953,0.844965,0.874473,1836.000000,8540,2135,8091361,5781608,2309753,889226,40565,929791,9021152,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,2135,0.859953,0.844965,0.874473,1836.000000,8540,2135,8091361,5781608,2309753,889226,40565,929791,9021152,1.393132,1.393132,5.262444,0.000759,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,2135,0.859953,0.844965,0.874473,1836.000000,8540,2135,8091361,5781608,2309753,889226,40565,929791,9021152,0.282997,0.282997,4.258732,0.000154,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,2135,1.000000,1.000000,1.000000,2135.000000,8540,0,5781608,5781608,0,889226,0,889226,6670834,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,2135,1.000000,1.000000,1.000000,2135.000000,8540,0,5781608,5781608,0,889226,0,889226,6670834,1.058408,1.058408,3.998051,0.000496,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,2135,1.000000,1.000000,1.000000,2135.000000,8540,0,5781608,5781608,0,889226,0,889226,6670834,0.265172,0.265172,3.990489,0.000124,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,2135,1.000000,1.000000,1.000000,2135.000000,8540,0,5781608,5781608,0,889226,0,889226,6670834,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,2135,1.000000,1.000000,1.000000,2135.000000,8540,0,5781608,5781608,0,889226,0,889226,6670834,1.058408,1.058408,3.998051,0.000496,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,2135,1.000000,1.000000,1.000000,2135.000000,8540,0,5781608,5781608,0,889226,0,889226,6670834,0.265172,0.265172,3.990489,0.000124,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,2135,0.765340,0.747073,0.783138,1634.000000,2135,0,1445189,1445189,0,222873,0,222873,1668062,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,2135,0.765340,0.747073,0.783138,1634.000000,2135,0,1445189,1445189,0,222873,0,222873,1668062,0.264731,0.264731,1.000000,0.000162,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,2135,0.765340,0.747073,0.783138,1634.000000,2135,0,1445189,1445189,0,222873,0,222873,1668062,0.066451,0.066451,1.000000,0.000041,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,2126,0.784572,0.767168,0.801976,1668.000000,8504,2126,8037979,5741761,2296218,885547,40394,925941,8963920,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,2126,0.784572,0.767168,0.801976,1668.000000,8504,2126,8037979,5741761,2296218,885547,40394,925941,8963920,3.428806,1.379663,5.244312,0.000827,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,2126,0.784572,0.767168,0.801976,1668.000000,8504,2126,8037979,5741761,2296218,885547,40394,925941,8963920,0.390742,0.281508,4.254636,0.000169,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,2126,1.000000,1.000000,1.000000,2126.000000,8504,0,5741761,5741761,0,885547,0,885547,6627308,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,2126,1.000000,1.000000,1.000000,2126.000000,8504,0,5741761,5741761,0,885547,0,885547,6627308,1.051800,1.051800,3.998054,0.000495,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,2126,1.000000,1.000000,1.000000,2126.000000,8504,0,5741761,5741761,0,885547,0,885547,6627308,0.264030,0.264030,3.990478,0.000124,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,2126,1.000000,1.000000,1.000000,2126.000000,8504,0,5741761,5741761,0,885547,0,885547,6627308,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,2126,1.000000,1.000000,1.000000,2126.000000,8504,0,5741761,5741761,0,885547,0,885547,6627308,1.051800,1.051800,3.998054,0.000495,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,2126,1.000000,1.000000,1.000000,2126.000000,8504,0,5741761,5741761,0,885547,0,885547,6627308,0.264030,0.264030,3.990478,0.000124,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,2126,0.764346,0.746002,0.782220,1625.000000,2126,0,1435228,1435228,0,221951,0,221951,1657179,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,2126,0.764346,0.746002,0.782220,1625.000000,2126,0,1435228,1435228,0,221951,0,221951,1657179,0.263078,0.263078,1.000000,0.000162,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,2126,0.764346,0.746002,0.782220,1625.000000,2126,0,1435228,1435228,0,221951,0,221951,1657179,0.066165,0.066165,1.000000,0.000041,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,1624,0.885468,0.869458,0.900862,1438.000000,6496,1624,6924834,4684752,2240082,1087774,30856,1118630,8043464,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,1624,0.885468,0.869458,0.900862,1438.000000,6496,1624,6924834,4684752,2240082,1087774,30856,1118630,8043464,7.182551,1.268499,5.378049,0.000882,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,1624,0.885468,0.869458,0.900862,1438.000000,6496,1624,6924834,4684752,2240082,1087774,30856,1118630,8043464,2.284155,0.327911,4.227074,0.000228,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,1624,1.000000,1.000000,1.000000,1624.000000,6496,0,4684752,4684752,0,1087774,0,1087774,5772526,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,1624,1.000000,1.000000,1.000000,1624.000000,6496,0,4684752,4684752,0,1087774,0,1087774,5772526,6.860300,0.946248,4.011803,0.000583,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,1624,1.000000,1.000000,1.000000,1624.000000,6496,0,4684752,4684752,0,1087774,0,1087774,5772526,2.269243,0.312999,4.034844,0.000193,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,1624,1.000000,1.000000,1.000000,1624.000000,6496,0,4684752,4684752,0,1087774,0,1087774,5772526,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,1624,1.000000,1.000000,1.000000,1624.000000,6496,0,4684752,4684752,0,1087774,0,1087774,5772526,6.860300,0.946248,4.011803,0.000583,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,1624,1.000000,1.000000,1.000000,1624.000000,6496,0,4684752,4684752,0,1087774,0,1087774,5772526,2.269243,0.312999,4.034844,0.000193,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,1624,0.810961,0.791872,0.830049,1317.000000,1624,0,1171037,1171037,0,269496,0,269496,1440533,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,1624,0.810961,0.791872,0.830049,1317.000000,1624,0,1171037,1171037,0,269496,0,269496,1440533,1.710029,0.235866,1.000000,0.000179,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,1624,0.810961,0.791872,0.830049,1317.000000,1624,0,1171037,1171037,0,269496,0,269496,1440533,0.562413,0.077574,1.000000,0.000059,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,1618,0.802225,0.782447,0.821384,1298.000000,6472,1618,6900855,4667680,2233175,1085065,30742,1115807,8016662,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,1618,0.802225,0.782447,0.821384,1298.000000,6472,1618,6900855,4667680,2233175,1085065,30742,1115807,8016662,9.132469,1.259651,5.357778,0.000970,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,1618,0.802225,0.782447,0.821384,1298.000000,6472,1618,6900855,4667680,2233175,1085065,30742,1115807,8016662,2.369631,0.326846,4.223253,0.000252,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,1618,1.000000,1.000000,1.000000,1618.000000,6472,0,4667680,4667680,0,1085065,0,1085065,5752745,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,1618,1.000000,1.000000,1.000000,1618.000000,6472,0,4667680,4667680,0,1085065,0,1085065,5752745,6.837810,0.943146,4.011561,0.000583,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,1618,1.000000,1.000000,1.000000,1618.000000,6472,0,4667680,4667680,0,1085065,0,1085065,5752745,2.263484,0.312205,4.034073,0.000193,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,1618,1.000000,1.000000,1.000000,1618.000000,6472,0,4667680,4667680,0,1085065,0,1085065,5752745,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,1618,1.000000,1.000000,1.000000,1618.000000,6472,0,4667680,4667680,0,1085065,0,1085065,5752745,6.837810,0.943146,4.011561,0.000583,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,1618,1.000000,1.000000,1.000000,1618.000000,6472,0,4667680,4667680,0,1085065,0,1085065,5752745,2.263484,0.312205,4.034073,0.000193,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,1618,0.811496,0.792336,0.830655,1313.000000,1618,0,1166769,1166769,0,268877,0,268877,1435646,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,1618,0.811496,0.792336,0.830655,1313.000000,1618,0,1166769,1166769,0,268877,0,268877,1435646,1.704523,0.235107,1.000000,0.000179,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,1618,0.811496,0.792336,0.830655,1313.000000,1618,0,1166769,1166769,0,268877,0,268877,1435646,0.561089,0.077392,1.000000,0.000059,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,216,0.916667,0.879630,0.953704,198.000000,864,216,556844,369006,187838,98089,4104,102193,659037,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,216,0.916667,0.879630,0.953704,198.000000,864,216,556844,369006,187838,98089,4104,102193,659037,0.106572,0.106572,5.404534,0.000538,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,216,0.916667,0.879630,0.953704,198.000000,864,216,556844,369006,187838,98089,4104,102193,659037,0.030173,0.030173,4.270771,0.000152,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,216,1.000000,1.000000,1.000000,216.000000,864,0,369006,369006,0,98089,0,98089,467095,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,216,1.000000,1.000000,1.000000,216.000000,864,0,369006,369006,0,98089,0,98089,467095,0.079126,0.079126,4.012678,0.000366,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,216,1.000000,1.000000,1.000000,216.000000,864,0,369006,369006,0,98089,0,98089,467095,0.028498,0.028498,4.033687,0.000132,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,216,1.000000,1.000000,1.000000,216.000000,864,0,369006,369006,0,98089,0,98089,467095,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,216,1.000000,1.000000,1.000000,216.000000,864,0,369006,369006,0,98089,0,98089,467095,0.079126,0.079126,4.012678,0.000366,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,216,1.000000,1.000000,1.000000,216.000000,864,0,369006,369006,0,98089,0,98089,467095,0.028498,0.028498,4.033687,0.000132,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,216,0.805556,0.750000,0.856481,174.000000,216,0,92229,92229,0,24310,0,24310,116539,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,216,0.805556,0.750000,0.856481,174.000000,216,0,92229,92229,0,24310,0,24310,116539,0.019719,0.019719,1.000000,0.000113,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,216,0.805556,0.750000,0.856481,174.000000,216,0,92229,92229,0,24310,0,24310,116539,0.007065,0.007065,1.000000,0.000041,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,215,0.818605,0.767442,0.869767,176.000000,860,215,554314,367222,187092,97778,4085,101863,656177,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,215,0.818605,0.767442,0.869767,176.000000,860,215,554314,367222,187092,97778,4085,101863,656177,0.274051,0.105722,5.382720,0.000601,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,215,0.818605,0.767442,0.869767,176.000000,860,215,554314,367222,187092,97778,4085,101863,656177,0.040318,0.030049,4.262874,0.000171,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,215,1.000000,1.000000,1.000000,215.000000,860,0,367222,367222,0,97778,0,97778,465000,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,215,1.000000,1.000000,1.000000,215.000000,860,0,367222,367222,0,97778,0,97778,465000,0.078789,0.078789,4.011456,0.000366,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,215,1.000000,1.000000,1.000000,215.000000,860,0,367222,367222,0,97778,0,97778,465000,0.028406,0.028406,4.029791,0.000132,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,215,1.000000,1.000000,1.000000,215.000000,860,0,367222,367222,0,97778,0,97778,465000,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,215,1.000000,1.000000,1.000000,215.000000,860,0,367222,367222,0,97778,0,97778,465000,0.078789,0.078789,4.011456,0.000366,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,215,1.000000,1.000000,1.000000,215.000000,860,0,367222,367222,0,97778,0,97778,465000,0.028406,0.028406,4.029791,0.000132,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,215,0.804651,0.748837,0.855814,173.000000,215,0,91783,91783,0,24256,0,24256,116039,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,215,0.804651,0.748837,0.855814,173.000000,215,0,91783,91783,0,24256,0,24256,116039,0.019641,0.019641,1.000000,0.000114,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,215,0.804651,0.748837,0.855814,173.000000,215,0,91783,91783,0,24256,0,24256,116039,0.007049,0.007049,1.000000,0.000041,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,233,0.884120,0.841202,0.922747,206.000000,932,233,672779,397731,275048,178314,4427,182741,855520,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,233,0.884120,0.841202,0.922747,206.000000,932,233,672779,397731,275048,178314,4427,182741,855520,0.794105,0.143796,5.526789,0.000698,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,233,0.884120,0.841202,0.922747,206.000000,932,233,672779,397731,275048,178314,4427,182741,855520,0.366592,0.052297,4.157154,0.000254,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,233,1.000000,1.000000,1.000000,233.000000,932,0,397731,397731,0,178314,0,178314,576045,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,233,1.000000,1.000000,1.000000,233.000000,932,0,397731,397731,0,178314,0,178314,576045,0.754359,0.104050,3.999154,0.000447,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,233,1.000000,1.000000,1.000000,233.000000,932,0,397731,397731,0,178314,0,178314,576045,0.364583,0.050287,3.997377,0.000216,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,233,1.000000,1.000000,1.000000,233.000000,932,0,397731,397731,0,178314,0,178314,576045,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,233,1.000000,1.000000,1.000000,233.000000,932,0,397731,397731,0,178314,0,178314,576045,0.754359,0.104050,3.999154,0.000447,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,233,1.000000,1.000000,1.000000,233.000000,932,0,397731,397731,0,178314,0,178314,576045,0.364583,0.050287,3.997377,0.000216,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,233,0.836910,0.789700,0.884120,195.000000,233,0,99407,99407,0,44610,0,44610,144017,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,233,0.836910,0.789700,0.884120,195.000000,233,0,99407,99407,0,44610,0,44610,144017,0.188627,0.026018,1.000000,0.000133,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,233,0.836910,0.789700,0.884120,195.000000,233,0,99407,99407,0,44610,0,44610,144017,0.091208,0.012580,1.000000,0.000065,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,gpqa,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,232,0.823276,0.771552,0.870690,191.000000,928,232,670481,396279,274202,177820,4408,182228,852709,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,gpqa,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,232,0.823276,0.771552,0.870690,191.000000,928,232,670481,396279,274202,177820,4408,182228,852709,1.034937,0.142750,5.504357,0.000747,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,gpqa,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,232,0.823276,0.771552,0.870690,191.000000,928,232,670481,396279,274202,177820,4408,182228,852709,0.377866,0.052119,4.154232,0.000273,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,232,1.000000,1.000000,1.000000,232.000000,928,0,396279,396279,0,177820,0,177820,574099,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,232,1.000000,1.000000,1.000000,232.000000,928,0,396279,396279,0,177820,0,177820,574099,0.751919,0.103713,3.999113,0.000447,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,232,1.000000,1.000000,1.000000,232.000000,928,0,396279,396279,0,177820,0,177820,574099,0.363566,0.050147,3.997051,0.000216,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,232,1.000000,1.000000,1.000000,232.000000,928,0,396279,396279,0,177820,0,177820,574099,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,232,1.000000,1.000000,1.000000,232.000000,928,0,396279,396279,0,177820,0,177820,574099,0.751919,0.103713,3.999113,0.000447,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,232,1.000000,1.000000,1.000000,232.000000,928,0,396279,396279,0,177820,0,177820,574099,0.363566,0.050147,3.997051,0.000216,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,232,0.840517,0.793103,0.887931,195.000000,232,0,99044,99044,0,44487,0,44487,143531,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,232,0.840517,0.793103,0.887931,195.000000,232,0,99044,99044,0,44487,0,44487,143531,0.188018,0.025934,1.000000,0.000133,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,232,0.840517,0.793103,0.887931,195.000000,232,0,99044,99044,0,44487,0,44487,143531,0.090955,0.012546,1.000000,0.000064,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,419,0.742243,0.699284,0.782816,311.000000,1676,419,1268516,865891,402625,191050,7961,199011,1467527,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,419,0.742243,0.699284,0.782816,311.000000,1676,419,1268516,865891,402625,191050,7961,199011,1467527,0.233315,0.233315,5.332671,0.000750,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,419,0.742243,0.699284,0.782816,311.000000,1676,419,1268516,865891,402625,191050,7961,199011,1467527,0.059275,0.059275,4.216760,0.000191,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,419,1.000000,1.000000,1.000000,419.000000,1676,0,865891,865891,0,191050,0,191050,1056941,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,419,1.000000,1.000000,1.000000,419.000000,1676,0,865891,865891,0,191050,0,191050,1056941,0.174719,0.174719,3.993395,0.000417,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,419,1.000000,1.000000,1.000000,419.000000,1676,0,865891,865891,0,191050,0,191050,1056941,0.055918,0.055918,3.977947,0.000133,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,419,1.000000,1.000000,1.000000,419.000000,1676,0,865891,865891,0,191050,0,191050,1056941,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,419,1.000000,1.000000,1.000000,419.000000,1676,0,865891,865891,0,191050,0,191050,1056941,0.174719,0.174719,3.993395,0.000417,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,419,1.000000,1.000000,1.000000,419.000000,1676,0,865891,865891,0,191050,0,191050,1056941,0.055918,0.055918,3.977947,0.000133,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,419,0.778043,0.737470,0.816229,326.000000,419,0,216431,216431,0,48040,0,48040,264471,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,419,0.778043,0.737470,0.816229,326.000000,419,0,216431,216431,0,48040,0,48040,264471,0.043752,0.043752,1.000000,0.000134,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,419,0.778043,0.737470,0.816229,326.000000,419,0,216431,216431,0,48040,0,48040,264471,0.014057,0.014057,1.000000,0.000043,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,418,0.693780,0.648325,0.736842,290.000000,1672,418,1258390,858236,400154,190481,7942,198423,1456813,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,418,0.693780,0.648325,0.736842,290.000000,1672,418,1258390,858236,400154,190481,7942,198423,1456813,0.589526,0.230872,5.314121,0.000796,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,418,0.693780,0.648325,0.736842,290.000000,1672,418,1258390,858236,400154,190481,7942,198423,1456813,0.079625,0.059033,4.212731,0.000204,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,418,1.000000,1.000000,1.000000,418.000000,1672,0,858236,858236,0,190481,0,190481,1048717,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,418,1.000000,1.000000,1.000000,418.000000,1672,0,858236,858236,0,190481,0,190481,1048717,0.173488,0.173488,3.993279,0.000415,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,418,1.000000,1.000000,1.000000,418.000000,1672,0,858236,858236,0,190481,0,190481,1048717,0.055738,0.055738,3.977592,0.000133,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,418,1.000000,1.000000,1.000000,418.000000,1672,0,858236,858236,0,190481,0,190481,1048717,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,418,1.000000,1.000000,1.000000,418.000000,1672,0,858236,858236,0,190481,0,190481,1048717,0.173488,0.173488,3.993279,0.000415,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,418,1.000000,1.000000,1.000000,418.000000,1672,0,858236,858236,0,190481,0,190481,1048717,0.055738,0.055738,3.977592,0.000133,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,418,0.777512,0.736842,0.815789,325.000000,418,0,214518,214518,0,47900,0,47900,262418,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,418,0.777512,0.736842,0.815789,325.000000,418,0,214518,214518,0,47900,0,47900,262418,0.043445,0.043445,1.000000,0.000134,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,418,0.777512,0.736842,0.815789,325.000000,418,0,214518,214518,0,47900,0,47900,262418,0.014013,0.014013,1.000000,0.000043,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,340,0.761765,0.714706,0.805882,259.000000,1360,340,1112671,675010,437661,272854,6460,279314,1391985,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,340,0.761765,0.714706,0.805882,259.000000,1360,340,1112671,675010,437661,272854,6460,279314,1391985,1.283799,0.231456,5.372702,0.000894,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,340,0.761765,0.714706,0.805882,259.000000,1360,340,1112671,675010,437661,272854,6460,279314,1391985,0.562242,0.080166,3.954323,0.000310,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,340,1.000000,1.000000,1.000000,340.000000,1360,0,675010,675010,0,272854,0,272854,947864,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,340,1.000000,1.000000,1.000000,340.000000,1360,0,675010,675010,0,272854,0,272854,947864,1.220718,0.168375,3.908426,0.000495,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,340,1.000000,1.000000,1.000000,340.000000,1360,0,675010,675010,0,272854,0,272854,947864,0.559208,0.077132,3.804666,0.000227,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,340,1.000000,1.000000,1.000000,340.000000,1360,0,675010,675010,0,272854,0,272854,947864,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,340,1.000000,1.000000,1.000000,340.000000,1360,0,675010,675010,0,272854,0,272854,947864,1.220718,0.168375,3.908426,0.000495,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,340,1.000000,1.000000,1.000000,340.000000,1360,0,675010,675010,0,272854,0,272854,947864,0.559208,0.077132,3.804666,0.000227,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,340,0.808824,0.767647,0.850000,275.000000,340,0,168722,168722,0,71803,0,71803,240525,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,340,0.808824,0.767647,0.850000,275.000000,340,0,168722,168722,0,71803,0,71803,240525,0.312328,0.043080,1.000000,0.000157,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,340,0.808824,0.767647,0.850000,275.000000,340,0,168722,168722,0,71803,0,71803,240525,0.146980,0.020273,1.000000,0.000074,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,340,0.664706,0.614706,0.714706,226.000000,1360,340,1112671,675010,437661,272854,6460,279314,1391985,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,340,0.664706,0.614706,0.714706,226.000000,1360,340,1112671,675010,437661,272854,6460,279314,1391985,1.671299,0.230524,5.351068,0.001020,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,340,0.664706,0.614706,0.714706,226.000000,1360,340,1112671,675010,437661,272854,6460,279314,1391985,0.580881,0.080122,3.952153,0.000355,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,340,1.000000,1.000000,1.000000,340.000000,1360,0,675010,675010,0,272854,0,272854,947864,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,340,1.000000,1.000000,1.000000,340.000000,1360,0,675010,675010,0,272854,0,272854,947864,1.220718,0.168375,3.908426,0.000495,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,340,1.000000,1.000000,1.000000,340.000000,1360,0,675010,675010,0,272854,0,272854,947864,0.559208,0.077132,3.804666,0.000227,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,340,1.000000,1.000000,1.000000,340.000000,1360,0,675010,675010,0,272854,0,272854,947864,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,340,1.000000,1.000000,1.000000,340.000000,1360,0,675010,675010,0,272854,0,272854,947864,1.220718,0.168375,3.908426,0.000495,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,340,1.000000,1.000000,1.000000,340.000000,1360,0,675010,675010,0,272854,0,272854,947864,0.559208,0.077132,3.804666,0.000227,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,340,0.808824,0.767647,0.850000,275.000000,340,0,168722,168722,0,71803,0,71803,240525,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,340,0.808824,0.767647,0.850000,275.000000,340,0,168722,168722,0,71803,0,71803,240525,0.312328,0.043080,1.000000,0.000157,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,340,0.808824,0.767647,0.850000,275.000000,340,0,168722,168722,0,71803,0,71803,240525,0.146980,0.020273,1.000000,0.000074,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,500,0.844000,0.812000,0.876000,422.000000,2000,500,1421532,961077,460455,226044,9500,235544,1657076,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,500,0.844000,0.812000,0.876000,422.000000,2000,500,1421532,961077,460455,226044,9500,235544,1657076,0.264967,0.264967,5.363487,0.000628,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,500,0.844000,0.812000,0.876000,422.000000,2000,500,1421532,961077,460455,226044,9500,235544,1657076,0.069933,0.069933,4.252797,0.000166,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,961077,961077,0,226044,0,226044,1187121,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,961077,961077,0,226044,0,226044,1187121,0.197843,0.197843,4.004757,0.000396,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,961077,961077,0,226044,0,226044,1187121,0.065983,0.065983,4.012588,0.000132,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,961077,961077,0,226044,0,226044,1187121,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,961077,961077,0,226044,0,226044,1187121,0.197843,0.197843,4.004757,0.000396,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,961077,961077,0,226044,0,226044,1187121,0.065983,0.065983,4.012588,0.000132,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,500,0.744000,0.706000,0.782000,372.000000,500,0,240220,240220,0,56325,0,56325,296545,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,500,0.744000,0.706000,0.782000,372.000000,500,0,240220,240220,0,56325,0,56325,296545,0.049402,0.049402,1.000000,0.000133,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,500,0.744000,0.706000,0.782000,372.000000,500,0,240220,240220,0,56325,0,56325,296545,0.016444,0.016444,1.000000,0.000044,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,499,0.777555,0.741483,0.813627,388.000000,1996,499,1418121,958709,459412,225581,9481,235062,1653183,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,499,0.777555,0.741483,0.813627,388.000000,1996,499,1418121,958709,459412,225581,9481,235062,1653183,0.675756,0.263365,5.342848,0.000679,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,499,0.777555,0.741483,0.813627,388.000000,1996,499,1418121,958709,459412,225581,9481,235062,1653183,0.093997,0.069730,4.247685,0.000180,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,499,1.000000,1.000000,1.000000,499.000000,1996,0,958709,958709,0,225581,0,225581,1184290,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,499,1.000000,1.000000,1.000000,499.000000,1996,0,958709,958709,0,225581,0,225581,1184290,0.197382,0.197382,4.004260,0.000396,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,499,1.000000,1.000000,1.000000,499.000000,1996,0,958709,958709,0,225581,0,225581,1184290,0.065847,0.065847,4.011148,0.000132,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,499,1.000000,1.000000,1.000000,499.000000,1996,0,958709,958709,0,225581,0,225581,1184290,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,499,1.000000,1.000000,1.000000,499.000000,1996,0,958709,958709,0,225581,0,225581,1184290,0.197382,0.197382,4.004260,0.000396,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,499,1.000000,1.000000,1.000000,499.000000,1996,0,958709,958709,0,225581,0,225581,1184290,0.065847,0.065847,4.011148,0.000132,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,499,0.743487,0.705411,0.781563,371.000000,499,0,239628,239628,0,56232,0,56232,295860,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,499,0.743487,0.705411,0.781563,371.000000,499,0,239628,239628,0,56232,0,56232,295860,0.049293,0.049293,1.000000,0.000133,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,499,0.743487,0.705411,0.781563,371.000000,499,0,239628,239628,0,56232,0,56232,295860,0.016416,0.016416,1.000000,0.000044,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,51,0.960784,0.901961,1.000000,49.000000,204,51,170060,106162,63898,37954,969,38923,208983,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,51,0.960784,0.901961,1.000000,49.000000,204,51,170060,106162,63898,37954,969,38923,208983,0.191287,0.034330,5.540671,0.000701,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,51,0.960784,0.901961,1.000000,49.000000,204,51,170060,106162,63898,37954,969,38923,208983,0.078481,0.011213,4.297815,0.000229,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,51,1.000000,1.000000,1.000000,51.000000,204,0,106162,106162,0,37954,0,37954,144116,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,51,1.000000,1.000000,1.000000,51.000000,204,0,106162,106162,0,37954,0,37954,144116,0.182070,0.025113,4.053099,0.000492,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,51,1.000000,1.000000,1.000000,51.000000,204,0,106162,106162,0,37954,0,37954,144116,0.078031,0.010763,4.125335,0.000211,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,51,1.000000,1.000000,1.000000,51.000000,204,0,106162,106162,0,37954,0,37954,144116,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,51,1.000000,1.000000,1.000000,51.000000,204,0,106162,106162,0,37954,0,37954,144116,0.182070,0.025113,4.053099,0.000492,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,51,1.000000,1.000000,1.000000,51.000000,204,0,106162,106162,0,37954,0,37954,144116,0.078031,0.010763,4.125335,0.000211,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,51,0.823529,0.705882,0.921569,42.000000,51,0,26537,26537,0,9193,0,9193,35730,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,51,0.823529,0.705882,0.921569,42.000000,51,0,26537,26537,0,9193,0,9193,35730,0.044923,0.006196,1.000000,0.000148,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,51,0.823529,0.705882,0.921569,42.000000,51,0,26537,26537,0,9193,0,9193,35730,0.018917,0.002609,1.000000,0.000062,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,51,0.980392,0.941176,1.000000,50.000000,204,51,170060,106162,63898,37954,969,38923,208983,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,51,0.980392,0.941176,1.000000,50.000000,204,51,170060,106162,63898,37954,969,38923,208983,0.247906,0.034194,5.518722,0.000684,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,51,0.980392,0.941176,1.000000,50.000000,204,51,170060,106162,63898,37954,969,38923,208983,0.081247,0.011207,4.295516,0.000224,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,51,1.000000,1.000000,1.000000,51.000000,204,0,106162,106162,0,37954,0,37954,144116,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,51,1.000000,1.000000,1.000000,51.000000,204,0,106162,106162,0,37954,0,37954,144116,0.182070,0.025113,4.053099,0.000492,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,51,1.000000,1.000000,1.000000,51.000000,204,0,106162,106162,0,37954,0,37954,144116,0.078031,0.010763,4.125335,0.000211,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,51,1.000000,1.000000,1.000000,51.000000,204,0,106162,106162,0,37954,0,37954,144116,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,51,1.000000,1.000000,1.000000,51.000000,204,0,106162,106162,0,37954,0,37954,144116,0.182070,0.025113,4.053099,0.000492,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,51,1.000000,1.000000,1.000000,51.000000,204,0,106162,106162,0,37954,0,37954,144116,0.078031,0.010763,4.125335,0.000211,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,51,0.823529,0.705882,0.921569,42.000000,51,0,26537,26537,0,9193,0,9193,35730,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,51,0.823529,0.705882,0.921569,42.000000,51,0,26537,26537,0,9193,0,9193,35730,0.044923,0.006196,1.000000,0.000148,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,51,0.823529,0.705882,0.921569,42.000000,51,0,26537,26537,0,9193,0,9193,35730,0.018917,0.002609,1.000000,0.000062,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,500,0.922000,0.898000,0.944000,461.000000,2000,500,1166876,802471,364405,169604,9500,179104,1345980,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,500,0.922000,0.898000,0.944000,461.000000,2000,500,1166876,802471,364405,169604,9500,179104,1345980,0.213512,0.213512,5.325020,0.000463,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,500,0.922000,0.898000,0.944000,461.000000,2000,500,1166876,802471,364405,169604,9500,179104,1345980,0.053416,0.053416,4.246780,0.000116,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,802471,802471,0,169604,0,169604,972075,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,802471,802471,0,169604,0,169604,972075,0.159835,0.159835,3.986308,0.000320,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,802471,802471,0,169604,0,169604,972075,0.049736,0.049736,3.954206,0.000099,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,802471,802471,0,169604,0,169604,972075,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,802471,802471,0,169604,0,169604,972075,0.159835,0.159835,3.986308,0.000320,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,802471,802471,0,169604,0,169604,972075,0.049736,0.049736,3.954206,0.000099,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,500,0.766000,0.728000,0.802000,383.000000,500,0,200567,200567,0,42916,0,42916,243483,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,500,0.766000,0.728000,0.802000,383.000000,500,0,200567,200567,0,42916,0,42916,243483,0.040096,0.040096,1.000000,0.000105,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,500,0.766000,0.728000,0.802000,383.000000,500,0,200567,200567,0,42916,0,42916,243483,0.012578,0.012578,1.000000,0.000033,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,498,0.883534,0.855422,0.911647,440.000000,1992,498,1160955,798255,362700,168930,9462,178392,1339347,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,498,0.883534,0.855422,0.911647,440.000000,1992,498,1160955,798255,362700,168930,9462,178392,1339347,0.540680,0.211694,5.305614,0.000481,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,498,0.883534,0.855422,0.911647,440.000000,1992,498,1160955,798255,362700,168930,9462,178392,1339347,0.075714,0.053146,4.242855,0.000121,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,498,1.000000,1.000000,1.000000,498.000000,1992,0,798255,798255,0,168930,0,168930,967185,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,498,1.000000,1.000000,1.000000,498.000000,1992,0,798255,798255,0,168930,0,168930,967185,0.159056,0.159056,3.986366,0.000319,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,498,1.000000,1.000000,1.000000,498.000000,1992,0,798255,798255,0,168930,0,168930,967185,0.049536,0.049536,3.954654,0.000099,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,498,1.000000,1.000000,1.000000,498.000000,1992,0,798255,798255,0,168930,0,168930,967185,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,498,1.000000,1.000000,1.000000,498.000000,1992,0,798255,798255,0,168930,0,168930,967185,0.159056,0.159056,3.986366,0.000319,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,498,1.000000,1.000000,1.000000,498.000000,1992,0,798255,798255,0,168930,0,168930,967185,0.049536,0.049536,3.954654,0.000099,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,498,0.765060,0.726908,0.801205,381.000000,498,0,199513,199513,0,42742,0,42742,242255,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,498,0.765060,0.726908,0.801205,381.000000,498,0,199513,199513,0,42742,0,42742,242255,0.039900,0.039900,1.000000,0.000105,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,498,0.765060,0.726908,0.801205,381.000000,498,0,199513,199513,0,42742,0,42742,242255,0.012526,0.012526,1.000000,0.000033,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,500,0.958000,0.940000,0.974000,479.000000,2000,500,1204403,745012,459391,278979,9500,288479,1492882,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,500,0.958000,0.940000,0.974000,479.000000,2000,500,1204403,745012,459391,278979,9500,288479,1492882,1.369945,0.246695,5.610913,0.000515,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,500,0.958000,0.940000,0.974000,479.000000,2000,500,1204403,745012,459391,278979,9500,288479,1492882,0.576805,0.082961,4.413523,0.000173,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,745012,745012,0,278979,0,278979,1023991,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,500,1.000000,1.000000,1.000000,500.000000,2000,0,745012,745012,0,278979,0,278979,1023991,1.302970,0.179720,4.087611,0.000359,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,500,1.000000,1.000000,1.000000,500.000000,2000,0,745012,745012,0,278979,0,278979,1023991,0.572858,0.079015,4.203596,0.000158,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,745012,745012,0,278979,0,278979,1023991,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,500,1.000000,1.000000,1.000000,500.000000,2000,0,745012,745012,0,278979,0,278979,1023991,1.302970,0.179720,4.087611,0.000359,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,500,1.000000,1.000000,1.000000,500.000000,2000,0,745012,745012,0,278979,0,278979,1023991,0.572858,0.079015,4.203596,0.000158,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,500,0.824000,0.790000,0.856000,412.000000,500,0,186206,186206,0,66278,0,66278,252484,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,500,0.824000,0.790000,0.856000,412.000000,500,0,186206,186206,0,66278,0,66278,252484,0.318762,0.043967,1.000000,0.000107,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,500,0.824000,0.790000,0.856000,412.000000,500,0,186206,186206,0,66278,0,66278,252484,0.136280,0.018797,1.000000,0.000046,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,497,0.907445,0.881288,0.931590,451.000000,1988,497,1198962,741452,457510,277952,9443,287395,1486357,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,497,0.907445,0.881288,0.931590,451.000000,1988,497,1198962,741452,457510,277952,9443,287395,1486357,1.773752,0.244655,5.588282,0.000542,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,497,0.907445,0.881288,0.931590,451.000000,1988,497,1198962,741452,457510,277952,9443,287395,1486357,0.598769,0.082589,4.409215,0.000183,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,497,1.000000,1.000000,1.000000,497.000000,1988,0,741452,741452,0,277952,0,277952,1019404,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,497,1.000000,1.000000,1.000000,497.000000,1988,0,741452,741452,0,277952,0,277952,1019404,1.297356,0.178946,4.087392,0.000360,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,497,1.000000,1.000000,1.000000,497.000000,1988,0,741452,741452,0,277952,0,277952,1019404,0.570733,0.078722,4.202765,0.000158,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,497,1.000000,1.000000,1.000000,497.000000,1988,0,741452,741452,0,277952,0,277952,1019404,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,497,1.000000,1.000000,1.000000,497.000000,1988,0,741452,741452,0,277952,0,277952,1019404,1.297356,0.178946,4.087392,0.000360,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,497,1.000000,1.000000,1.000000,497.000000,1988,0,741452,741452,0,277952,0,277952,1019404,0.570733,0.078722,4.202765,0.000158,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,497,0.824950,0.790744,0.857143,410.000000,497,0,185316,185316,0,66046,0,66046,251362,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,497,0.824950,0.790744,0.857143,410.000000,497,0,185316,185316,0,66046,0,66046,251362,0.317408,0.043780,1.000000,0.000107,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,497,0.824950,0.790744,0.857143,410.000000,497,0,185316,185316,0,66046,0,66046,251362,0.135798,0.018731,1.000000,0.000046,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,500,0.888000,0.860000,0.914000,444.000000,2000,500,3677593,2783163,894430,204439,9500,213939,3891532,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,500,0.888000,0.860000,0.914000,444.000000,2000,500,3677593,2783163,894430,204439,9500,213939,3891532,0.574766,0.574766,5.142722,0.001295,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,500,0.888000,0.860000,0.914000,444.000000,2000,500,3677593,2783163,894430,204439,9500,213939,3891532,0.070200,0.070200,4.304900,0.000158,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,2783163,2783163,0,204439,0,204439,2987602,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,2783163,2783163,0,204439,0,204439,2987602,0.446886,0.446886,3.998515,0.000894,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,2783163,2783163,0,204439,0,204439,2987602,0.065036,0.065036,3.988226,0.000130,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,2783163,2783163,0,204439,0,204439,2987602,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,2783163,2783163,0,204439,0,204439,2987602,0.446886,0.446886,3.998515,0.000894,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,2783163,2783163,0,204439,0,204439,2987602,0.065036,0.065036,3.988226,0.000130,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,500,0.758000,0.720000,0.796000,379.000000,500,0,695742,695742,0,51282,0,51282,747024,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,500,0.758000,0.720000,0.796000,379.000000,500,0,695742,695742,0,51282,0,51282,747024,0.111763,0.111763,1.000000,0.000295,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,500,0.758000,0.720000,0.796000,379.000000,500,0,695742,695742,0,51282,0,51282,747024,0.016307,0.016307,1.000000,0.000043,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,musr,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,496,0.754032,0.715726,0.792339,374.000000,1984,496,3646199,2759339,886860,202777,9424,212201,3858400,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,musr,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,496,0.754032,0.715726,0.792339,374.000000,1984,496,3646199,2759339,886860,202777,9424,212201,3858400,1.348793,0.568010,5.126444,0.001519,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,musr,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,496,0.754032,0.715726,0.792339,374.000000,1984,496,3646199,2759339,886860,202777,9424,212201,3858400,0.101089,0.069550,4.303570,0.000186,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,496,1.000000,1.000000,1.000000,496.000000,1984,0,2759339,2759339,0,202777,0,202777,2962116,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,496,1.000000,1.000000,1.000000,496.000000,1984,0,2759339,2759339,0,202777,0,202777,2962116,0.443085,0.443085,3.998962,0.000893,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,496,1.000000,1.000000,1.000000,496.000000,1984,0,2759339,2759339,0,202777,0,202777,2962116,0.064504,0.064504,3.991337,0.000130,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,496,1.000000,1.000000,1.000000,496.000000,1984,0,2759339,2759339,0,202777,0,202777,2962116,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,496,1.000000,1.000000,1.000000,496.000000,1984,0,2759339,2759339,0,202777,0,202777,2962116,0.443085,0.443085,3.998962,0.000893,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,496,1.000000,1.000000,1.000000,496.000000,1984,0,2759339,2759339,0,202777,0,202777,2962116,0.064504,0.064504,3.991337,0.000130,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,496,0.756048,0.717742,0.792339,375.000000,496,0,689786,689786,0,50821,0,50821,740607,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,496,0.756048,0.717742,0.792339,375.000000,496,0,689786,689786,0,50821,0,50821,740607,0.110800,0.110800,1.000000,0.000295,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,496,0.756048,0.717742,0.792339,375.000000,496,0,689786,689786,0,50821,0,50821,740607,0.016161,0.016161,1.000000,0.000043,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,musr,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,500,0.890000,0.862000,0.916000,445.000000,2000,500,3764921,2760837,1004084,319673,9500,329173,4094094,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,musr,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,500,0.890000,0.862000,0.916000,445.000000,2000,500,3764921,2760837,1004084,319673,9500,329173,4094094,3.543415,0.612223,5.250401,0.001376,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,musr,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,500,0.890000,0.862000,0.916000,445.000000,2000,500,3764921,2760837,1004084,319673,9500,329173,4094094,0.700034,0.101273,4.343871,0.000228,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,2760837,2760837,0,319673,0,319673,3080510,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,500,1.000000,1.000000,1.000000,500.000000,2000,0,2760837,2760837,0,319673,0,319673,3080510,3.400183,0.468991,4.022049,0.000938,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,500,1.000000,1.000000,1.000000,500.000000,2000,0,2760837,2760837,0,319673,0,319673,3080510,0.694563,0.095802,4.109205,0.000192,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,500,1.000000,1.000000,1.000000,500.000000,2000,0,2760837,2760837,0,319673,0,319673,3080510,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,500,1.000000,1.000000,1.000000,500.000000,2000,0,2760837,2760837,0,319673,0,319673,3080510,3.400183,0.468991,4.022049,0.000938,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,500,1.000000,1.000000,1.000000,500.000000,2000,0,2760837,2760837,0,319673,0,319673,3080510,0.694563,0.095802,4.109205,0.000192,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,500,0.786000,0.750000,0.822000,393.000000,500,0,690165,690165,0,77612,0,77612,767777,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,500,0.786000,0.750000,0.822000,393.000000,500,0,690165,690165,0,77612,0,77612,767777,0.845389,0.116605,1.000000,0.000297,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,500,0.786000,0.750000,0.822000,393.000000,500,0,690165,690165,0,77612,0,77612,767777,0.169027,0.023314,1.000000,0.000059,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,musr,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,498,0.763052,0.724900,0.799197,380.000000,1992,498,3748681,2748777,999904,318485,9462,327947,4076628,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,musr,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,498,0.763052,0.724900,0.799197,380.000000,1992,498,3748681,2748777,999904,318485,9462,327947,4076628,4.404575,0.607528,5.232033,0.001599,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,musr,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,498,0.763052,0.724900,0.799197,380.000000,1992,498,3748681,2748777,999904,318485,9462,327947,4076628,0.730868,0.100809,4.339044,0.000265,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,498,1.000000,1.000000,1.000000,498.000000,1992,0,2748777,2748777,0,318485,0,318485,3067262,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,498,1.000000,1.000000,1.000000,498.000000,1992,0,2748777,2748777,0,318485,0,318485,3067262,3.385747,0.467000,4.021806,0.000938,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,498,1.000000,1.000000,1.000000,498.000000,1992,0,2748777,2748777,0,318485,0,318485,3067262,0.691946,0.095441,4.107993,0.000192,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,498,1.000000,1.000000,1.000000,498.000000,1992,0,2748777,2748777,0,318485,0,318485,3067262,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,498,1.000000,1.000000,1.000000,498.000000,1992,0,2748777,2748777,0,318485,0,318485,3067262,3.385747,0.467000,4.021806,0.000938,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,498,1.000000,1.000000,1.000000,498.000000,1992,0,2748777,2748777,0,318485,0,318485,3067262,0.691946,0.095441,4.107993,0.000192,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,498,0.785141,0.748996,0.821285,391.000000,498,0,687150,687150,0,77348,0,77348,764498,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,498,0.785141,0.748996,0.821285,391.000000,498,0,687150,687150,0,77348,0,77348,764498,0.841846,0.116117,1.000000,0.000297,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,498,0.785141,0.748996,0.821285,391.000000,498,0,687150,687150,0,77348,0,77348,764498,0.168439,0.023233,1.000000,0.000059,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,1769,0.497456,0.474279,0.520633,880.000000,21228,1769,15920316,12533974,3386342,2242583,86681,2329264,18249580,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,1769,0.497456,0.474279,0.520633,880.000000,21228,1769,15920316,12533974,3386342,2242583,86681,2329264,18249580,2.881038,2.881038,14.507541,0.003274,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,1769,0.497456,0.474279,0.520633,880.000000,21228,1769,15920316,12533974,3386342,2242583,86681,2329264,18249580,0.696771,0.696771,12.596193,0.000792,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,1769,0.425099,0.401922,0.448276,752.000000,21228,0,12533974,12533974,0,2242583,0,2242583,14776557,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,1769,0.425099,0.401922,0.448276,752.000000,21228,0,12533974,12533974,0,2242583,0,2242583,14776557,2.382680,2.382680,11.998046,0.003168,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,1769,0.425099,0.401922,0.448276,752.000000,21228,0,12533974,12533974,0,2242583,0,2242583,14776557,0.663018,0.663018,11.986008,0.000882,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,1769,1.000000,1.000000,1.000000,1769.000000,21228,0,12533974,12533974,0,2242583,0,2242583,14776557,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,1769,1.000000,1.000000,1.000000,1769.000000,21228,0,12533974,12533974,0,2242583,0,2242583,14776557,2.382680,2.382680,11.998046,0.001347,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,1769,1.000000,1.000000,1.000000,1769.000000,21228,0,12533974,12533974,0,2242583,0,2242583,14776557,0.663018,0.663018,11.986008,0.000375,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,1769,0.248728,0.228943,0.269079,440.000000,1769,0,1044265,1044265,0,187115,0,187115,1231380,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,1769,0.248728,0.228943,0.269079,440.000000,1769,0,1044265,1044265,0,187115,0,187115,1231380,0.198589,0.198589,1.000000,0.000451,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,1769,0.248728,0.228943,0.269079,440.000000,1769,0,1044265,1044265,0,187115,0,187115,1231380,0.055316,0.055316,1.000000,0.000126,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,1708,0.411593,0.388173,0.435012,703.000000,20496,1708,15417697,12149435,3268262,2159958,83692,2243650,17661347,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,1708,0.411593,0.388173,0.435012,703.000000,20496,1708,15417697,12149435,3268262,2159958,83692,2243650,17661347,5.741355,2.779591,14.469726,0.003954,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,1708,0.411593,0.388173,0.435012,703.000000,20496,1708,15417697,12149435,3268262,2159958,83692,2243650,17661347,0.871556,0.670910,12.606825,0.000954,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,1708,0.429742,0.406323,0.453162,734.000000,20496,0,12149435,12149435,0,2159958,0,2159958,14309393,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,1708,0.429742,0.406323,0.453162,734.000000,20496,0,12149435,12149435,0,2159958,0,2159958,14309393,2.305709,2.305709,12.002837,0.003141,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,1708,0.429742,0.406323,0.453162,734.000000,20496,0,12149435,12149435,0,2159958,0,2159958,14309393,0.638807,0.638807,12.003589,0.000870,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,1708,1.000000,1.000000,1.000000,1708.000000,20496,0,12149435,12149435,0,2159958,0,2159958,14309393,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,1708,1.000000,1.000000,1.000000,1708.000000,20496,0,12149435,12149435,0,2159958,0,2159958,14309393,2.305709,2.305709,12.002837,0.001350,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,1708,1.000000,1.000000,1.000000,1708.000000,20496,0,12149435,12149435,0,2159958,0,2159958,14309393,0.638807,0.638807,12.003589,0.000374,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,1708,0.248244,0.227752,0.268735,424.000000,1708,0,1012232,1012232,0,179943,0,179943,1192175,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,1708,0.248244,0.227752,0.268735,424.000000,1708,0,1012232,1012232,0,179943,0,179943,1192175,0.192097,0.192097,1.000000,0.000453,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,1708,0.248244,0.227752,0.268735,424.000000,1708,0,1012232,1012232,0,179943,0,179943,1192175,0.053218,0.053218,1.000000,0.000126,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@12,observed_free,USD,1601,0.582136,0.557776,0.606496,932.000000,19212,1601,17833595,13160123,4673472,3486889,78449,3565338,21398933,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_miss,MIXED,1601,0.582136,0.557776,0.606496,932.000000,19212,1601,17833595,13160123,4673472,3486889,78449,3565338,21398933,20.810153,3.453342,15.097105,0.003705,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_hit,MIXED,1601,0.582136,0.557776,0.606496,932.000000,19212,1601,17833595,13160123,4673472,3486889,78449,3565338,21398933,7.272032,1.033256,12.831812,0.001109,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@12,observed_free,USD,1601,0.339788,0.316677,0.362898,544.000000,19212,0,13160123,13160123,0,3486889,0,3486889,16647012,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_miss,MIXED,1601,0.339788,0.316677,0.362898,544.000000,19212,0,13160123,13160123,0,3486889,0,3486889,16647012,20.133901,2.777090,12.140709,0.005105,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_hit,MIXED,1601,0.339788,0.316677,0.362898,544.000000,19212,0,13160123,13160123,0,3486889,0,3486889,16647012,7.236980,0.998204,12.396508,0.001835,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@12,observed_free,USD,1601,1.000000,1.000000,1.000000,1601.000000,19212,0,13160123,13160123,0,3486889,0,3486889,16647012,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_miss,MIXED,1601,1.000000,1.000000,1.000000,1601.000000,19212,0,13160123,13160123,0,3486889,0,3486889,16647012,20.133901,2.777090,12.140709,0.001735,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_hit,MIXED,1601,1.000000,1.000000,1.000000,1601.000000,19212,0,13160123,13160123,0,3486889,0,3486889,16647012,7.236980,0.998204,12.396508,0.000623,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,1601,0.264834,0.243598,0.286696,424.000000,1601,0,1096514,1096514,0,280932,0,280932,1377446,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,1601,0.264834,0.243598,0.286696,424.000000,1601,0,1096514,1096514,0,280932,0,280932,1377446,1.658378,0.228742,1.000000,0.000539,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,1601,0.264834,0.243598,0.286696,424.000000,1601,0,1096514,1096514,0,280932,0,280932,1377446,0.583794,0.080523,1.000000,0.000190,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@12,observed_free,USD,1595,0.527273,0.502821,0.551724,841.000000,19140,1595,17795677,13132643,4663034,3479086,78155,3557241,21352918,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_miss,CNY,1595,0.527273,0.502821,0.551724,841.000000,19140,1595,17795677,13132643,4663034,3479086,78155,3557241,21352918,24.910159,3.435884,15.048150,0.004085,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_hit,CNY,1595,0.527273,0.502821,0.551724,841.000000,19140,1595,17795677,13132643,4663034,3479086,78155,3557241,21352918,7.470396,1.030399,12.813199,0.001225,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@12,observed_free,USD,1595,0.337931,0.314734,0.361129,539.000000,19140,0,13132643,13132643,0,3479086,0,3479086,16611729,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_miss,CNY,1595,0.337931,0.314734,0.361129,539.000000,19140,0,13132643,13132643,0,3479086,0,3479086,16611729,20.090815,2.771147,12.136800,0.005141,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_hit,CNY,1595,0.337931,0.314734,0.361129,539.000000,19140,0,13132643,13132643,0,3479086,0,3479086,16611729,7.220825,0.995976,12.385142,0.001848,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@12,observed_free,USD,1595,1.000000,1.000000,1.000000,1595.000000,19140,0,13132643,13132643,0,3479086,0,3479086,16611729,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_miss,CNY,1595,1.000000,1.000000,1.000000,1595.000000,19140,0,13132643,13132643,0,3479086,0,3479086,16611729,20.090815,2.771147,12.136800,0.001737,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_hit,CNY,1595,1.000000,1.000000,1.000000,1595.000000,19140,0,13132643,13132643,0,3479086,0,3479086,16611729,7.220825,0.995976,12.385142,0.000624,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,1595,0.264577,0.243260,0.286520,422.000000,1595,0,1094226,1094226,0,280568,0,280568,1374794,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,1595,0.264577,0.243260,0.286520,422.000000,1595,0,1094226,1094226,0,280568,0,280568,1374794,1.655362,0.228326,1.000000,0.000541,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,1595,0.264577,0.243260,0.286520,422.000000,1595,0,1094226,1094226,0,280568,0,280568,1374794,0.583021,0.080417,1.000000,0.000191,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,115,0.434783,0.347826,0.521739,50.000000,1380,115,772076,556580,215496,162653,5635,168288,940364,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,115,0.434783,0.347826,0.521739,50.000000,1380,115,772076,556580,215496,162653,5635,168288,940364,0.155211,0.155211,15.093941,0.003104,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,115,0.434783,0.347826,0.521739,50.000000,1380,115,772076,556580,215496,162653,5635,168288,940364,0.049282,0.049282,12.568732,0.000986,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,115,0.060870,0.017391,0.104348,7.000000,1380,0,556580,556580,0,162653,0,162653,719233,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,115,0.060870,0.017391,0.104348,7.000000,1380,0,556580,556580,0,162653,0,162653,719233,0.123464,0.123464,12.006613,0.017638,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,115,0.060870,0.017391,0.104348,7.000000,1380,0,556580,556580,0,162653,0,162653,719233,0.047101,0.047101,12.012497,0.006729,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,115,1.000000,1.000000,1.000000,115.000000,1380,0,556580,556580,0,162653,0,162653,719233,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,115,1.000000,1.000000,1.000000,115.000000,1380,0,556580,556580,0,162653,0,162653,719233,0.123464,0.123464,12.006613,0.001074,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,115,1.000000,1.000000,1.000000,115.000000,1380,0,556580,556580,0,162653,0,162653,719233,0.047101,0.047101,12.012497,0.000410,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,115,0.243478,0.165217,0.321739,28.000000,115,0,46369,46369,0,13540,0,13540,59909,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,115,0.243478,0.165217,0.321739,28.000000,115,0,46369,46369,0,13540,0,13540,59909,0.010283,0.010283,1.000000,0.000367,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,115,0.243478,0.165217,0.321739,28.000000,115,0,46369,46369,0,13540,0,13540,59909,0.003921,0.003921,1.000000,0.000140,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,110,0.318182,0.236364,0.409091,35.000000,1320,110,729285,522544,206741,157018,5390,162408,891693,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,110,0.318182,0.236364,0.409091,35.000000,1320,110,729285,522544,206741,157018,5390,162408,891693,0.334642,0.147124,15.035667,0.004204,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,110,0.318182,0.236364,0.409091,35.000000,1320,110,729285,522544,206741,157018,5390,162408,891693,0.060343,0.047485,12.456716,0.001357,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,110,0.063636,0.018182,0.109091,7.000000,1320,0,522544,522544,0,157018,0,157018,679562,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,110,0.063636,0.018182,0.109091,7.000000,1320,0,522544,522544,0,157018,0,157018,679562,0.117121,0.117121,11.969443,0.016732,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,110,0.063636,0.018182,0.109091,7.000000,1320,0,522544,522544,0,157018,0,157018,679562,0.045428,0.045428,11.917104,0.006490,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,110,1.000000,1.000000,1.000000,110.000000,1320,0,522544,522544,0,157018,0,157018,679562,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,110,1.000000,1.000000,1.000000,110.000000,1320,0,522544,522544,0,157018,0,157018,679562,0.117121,0.117121,11.969443,0.001065,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,110,1.000000,1.000000,1.000000,110.000000,1320,0,522544,522544,0,157018,0,157018,679562,0.045428,0.045428,11.917104,0.000413,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,110,0.245455,0.163636,0.327273,27.000000,110,0,43533,43533,0,13180,0,13180,56713,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,110,0.245455,0.163636,0.327273,27.000000,110,0,43533,43533,0,13180,0,13180,56713,0.009785,0.009785,1.000000,0.000362,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,110,0.245455,0.163636,0.327273,27.000000,110,0,43533,43533,0,13180,0,13180,56713,0.003812,0.003812,1.000000,0.000141,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@12,observed_free,USD,233,0.618026,0.553648,0.678112,144.000000,2796,233,1882562,1193151,689411,576884,11417,588301,2470863,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_miss,MIXED,233,0.618026,0.553648,0.678112,144.000000,2796,233,1882562,1193151,689411,576884,11417,588301,2470863,2.446633,0.423427,15.820176,0.002940,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_hit,MIXED,233,0.618026,0.553648,0.678112,144.000000,2796,233,1882562,1193151,689411,576884,11417,588301,2470863,1.182758,0.167559,12.571954,0.001164,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@12,observed_free,USD,233,0.055794,0.030043,0.085837,13.000000,2796,0,1193151,1193151,0,576884,0,576884,1770035,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_miss,MIXED,233,0.055794,0.030043,0.085837,13.000000,2796,0,1193151,1193151,0,576884,0,576884,1770035,2.346919,0.323713,12.094639,0.024901,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_hit,MIXED,233,0.055794,0.030043,0.085837,13.000000,2796,0,1193151,1193151,0,576884,0,576884,1770035,1.177631,0.162432,12.187275,0.012495,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@12,observed_free,USD,233,1.000000,1.000000,1.000000,233.000000,2796,0,1193151,1193151,0,576884,0,576884,1770035,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_miss,MIXED,233,1.000000,1.000000,1.000000,233.000000,2796,0,1193151,1193151,0,576884,0,576884,1770035,2.346919,0.323713,12.094639,0.001389,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_hit,MIXED,233,1.000000,1.000000,1.000000,233.000000,2796,0,1193151,1193151,0,576884,0,576884,1770035,1.177631,0.162432,12.187275,0.000697,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,233,0.240343,0.184549,0.296137,56.000000,233,0,99407,99407,0,47320,0,47320,146727,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,233,0.240343,0.184549,0.296137,56.000000,233,0,99407,99407,0,47320,0,47320,146727,0.194047,0.026765,1.000000,0.000478,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,233,0.240343,0.184549,0.296137,56.000000,233,0,99407,99407,0,47320,0,47320,146727,0.096628,0.013328,1.000000,0.000238,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,gpqa,mimo,mimo,mimo_to_mimo,rank@12,observed_free,USD,232,0.465517,0.400862,0.530172,108.000000,2784,232,1876461,1189107,687354,575221,11368,586589,2463050,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,gpqa,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_miss,CNY,232,0.465517,0.400862,0.530172,108.000000,2784,232,1876461,1189107,687354,575221,11368,586589,2463050,3.049639,0.420640,15.763163,0.003895,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,gpqa,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_hit,CNY,232,0.465517,0.400862,0.530172,108.000000,2784,232,1876461,1189107,687354,575221,11368,586589,2463050,1.210707,0.166994,12.561607,0.001546,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@12,observed_free,USD,232,0.056034,0.030172,0.086207,13.000000,2784,0,1189107,1189107,0,575221,0,575221,1764328,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_miss,CNY,232,0.056034,0.030172,0.086207,13.000000,2784,0,1189107,1189107,0,575221,0,575221,1764328,2.339549,0.322696,12.092786,0.024823,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_hit,CNY,232,0.056034,0.030172,0.086207,13.000000,2784,0,1189107,1189107,0,575221,0,575221,1764328,1.174224,0.161962,12.183090,0.012459,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@12,observed_free,USD,232,1.000000,1.000000,1.000000,232.000000,2784,0,1189107,1189107,0,575221,0,575221,1764328,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_miss,CNY,232,1.000000,1.000000,1.000000,232.000000,2784,0,1189107,1189107,0,575221,0,575221,1764328,2.339549,0.322696,12.092786,0.001391,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_hit,CNY,232,1.000000,1.000000,1.000000,232.000000,2784,0,1189107,1189107,0,575221,0,575221,1764328,1.174224,0.161962,12.183090,0.000698,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,232,0.241379,0.185345,0.297414,56.000000,232,0,99070,99070,0,47199,0,47199,146269,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,232,0.241379,0.185345,0.297414,56.000000,232,0,99070,99070,0,47199,0,47199,146269,0.193468,0.026685,1.000000,0.000477,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,232,0.241379,0.185345,0.297414,56.000000,232,0,99070,99070,0,47199,0,47199,146269,0.096379,0.013294,1.000000,0.000237,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,391,0.324808,0.278772,0.370844,127.000000,4692,391,3135058,2385341,749717,529043,19159,548202,3683260,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,391,0.324808,0.278772,0.370844,127.000000,4692,391,3135058,2385341,749717,529043,19159,548202,3683260,0.592405,0.592405,14.746347,0.004665,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,391,0.324808,0.278772,0.370844,127.000000,4692,391,3135058,2385341,749717,529043,19159,548202,3683260,0.162275,0.162275,12.570687,0.001278,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,391,0.255754,0.212276,0.299233,100.000000,4692,0,2385341,2385341,0,529043,0,529043,2914384,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,391,0.255754,0.212276,0.299233,100.000000,4692,0,2385341,2385341,0,529043,0,529043,2914384,0.482080,0.482080,12.000100,0.004821,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,391,0.255754,0.212276,0.299233,100.000000,4692,0,2385341,2385341,0,529043,0,529043,2914384,0.154811,0.154811,11.992486,0.001548,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,391,1.000000,1.000000,1.000000,391.000000,4692,0,2385341,2385341,0,529043,0,529043,2914384,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,391,1.000000,1.000000,1.000000,391.000000,4692,0,2385341,2385341,0,529043,0,529043,2914384,0.482080,0.482080,12.000100,0.001233,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,391,1.000000,1.000000,1.000000,391.000000,4692,0,2385341,2385341,0,529043,0,529043,2914384,0.154811,0.154811,11.992486,0.000396,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,391,0.268542,0.225064,0.312020,105.000000,391,0,198713,198713,0,44117,0,44117,242830,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,391,0.268542,0.225064,0.312020,105.000000,391,0,198713,198713,0,44117,0,44117,242830,0.040173,0.040173,1.000000,0.000383,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,391,0.268542,0.225064,0.312020,105.000000,391,0,198713,198713,0,44117,0,44117,242830,0.012909,0.012909,1.000000,0.000123,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,368,0.290761,0.244565,0.336957,107.000000,4416,368,2961950,2256440,705510,496861,18032,514893,3476843,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,368,0.290761,0.244565,0.336957,107.000000,4416,368,2961950,2256440,705510,496861,18032,514893,3476843,1.196597,0.557309,14.731932,0.005208,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,368,0.290761,0.244565,0.336957,107.000000,4416,368,2961950,2256440,705510,496861,18032,514893,3476843,0.195613,0.152360,12.655536,0.001424,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,368,0.263587,0.220109,0.309783,97.000000,4416,0,2256440,2256440,0,496861,0,496861,2753301,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,368,0.263587,0.220109,0.309783,97.000000,4416,0,2256440,2256440,0,496861,0,496861,2753301,0.455023,0.455023,12.028099,0.004691,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,368,0.263587,0.220109,0.309783,97.000000,4416,0,2256440,2256440,0,496861,0,496861,2753301,0.145439,0.145439,12.080655,0.001499,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,368,1.000000,1.000000,1.000000,368.000000,4416,0,2256440,2256440,0,496861,0,496861,2753301,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,368,1.000000,1.000000,1.000000,368.000000,4416,0,2256440,2256440,0,496861,0,496861,2753301,0.455023,0.455023,12.028099,0.001236,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,368,1.000000,1.000000,1.000000,368.000000,4416,0,2256440,2256440,0,496861,0,496861,2753301,0.145439,0.145439,12.080655,0.000395,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,368,0.266304,0.222826,0.312500,98.000000,368,0,187977,187977,0,41117,0,41117,229094,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,368,0.266304,0.222826,0.312500,98.000000,368,0,187977,187977,0,41117,0,41117,229094,0.037830,0.037830,1.000000,0.000386,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,368,0.266304,0.222826,0.312500,98.000000,368,0,187977,187977,0,41117,0,41117,229094,0.012039,0.012039,1.000000,0.000123,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@12,observed_free,USD,335,0.280597,0.232836,0.328358,94.000000,4020,335,2982635,1999092,983543,798160,16415,814575,3797210,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_miss,MIXED,335,0.280597,0.232836,0.328358,94.000000,4020,335,2982635,1999092,983543,798160,16415,814575,3797210,3.737704,0.638211,15.678934,0.006789,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_hit,MIXED,335,0.280597,0.232836,0.328358,94.000000,4020,335,2982635,1999092,983543,798160,16415,814575,3797210,1.643652,0.233047,12.811115,0.002479,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@12,observed_free,USD,335,0.426866,0.373134,0.480597,143.000000,4020,0,1999092,1999092,0,798160,0,798160,2797252,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_miss,MIXED,335,0.426866,0.373134,0.480597,143.000000,4020,0,1999092,1999092,0,798160,0,798160,2797252,3.595412,0.495919,12.183245,0.003468,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_hit,MIXED,335,0.426866,0.373134,0.480597,143.000000,4020,0,1999092,1999092,0,798160,0,798160,2797252,1.636302,0.225697,12.407069,0.001578,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@12,observed_free,USD,335,1.000000,1.000000,1.000000,335.000000,4020,0,1999092,1999092,0,798160,0,798160,2797252,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_miss,MIXED,335,1.000000,1.000000,1.000000,335.000000,4020,0,1999092,1999092,0,798160,0,798160,2797252,3.595412,0.495919,12.183245,0.001480,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_hit,MIXED,335,1.000000,1.000000,1.000000,335.000000,4020,0,1999092,1999092,0,798160,0,798160,2797252,1.636302,0.225697,12.407069,0.000674,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,335,0.247761,0.202985,0.295522,83.000000,335,0,166558,166558,0,64278,0,64278,230836,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,335,0.247761,0.202985,0.295522,83.000000,335,0,166558,166558,0,64278,0,64278,230836,0.295114,0.040705,1.000000,0.000490,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,335,0.247761,0.202985,0.295522,83.000000,335,0,166558,166558,0,64278,0,64278,230836,0.131887,0.018191,1.000000,0.000219,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@12,observed_free,USD,339,0.241888,0.197640,0.289086,82.000000,4068,339,3014012,2017200,996812,809698,16611,826309,3840321,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_miss,CNY,339,0.241888,0.197640,0.289086,82.000000,4068,339,3014012,2017200,996812,809698,16611,826309,3840321,4.666630,0.643673,15.586435,0.007850,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_hit,CNY,339,0.241888,0.197640,0.289086,82.000000,4068,339,3014012,2017200,996812,809698,16611,826309,3840321,1.712898,0.236262,12.716616,0.002881,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@12,observed_free,USD,339,0.418879,0.365782,0.471976,142.000000,4068,0,2017200,2017200,0,809698,0,809698,2826898,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_miss,CNY,339,0.418879,0.365782,0.471976,142.000000,4068,0,2017200,2017200,0,809698,0,809698,2826898,3.636596,0.501599,12.146137,0.003532,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_hit,CNY,339,0.418879,0.365782,0.471976,142.000000,4068,0,2017200,2017200,0,809698,0,809698,2826898,1.659740,0.228930,12.321976,0.001612,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@12,observed_free,USD,339,1.000000,1.000000,1.000000,339.000000,4068,0,2017200,2017200,0,809698,0,809698,2826898,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_miss,CNY,339,1.000000,1.000000,1.000000,339.000000,4068,0,2017200,2017200,0,809698,0,809698,2826898,3.636596,0.501599,12.146137,0.001480,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_hit,CNY,339,1.000000,1.000000,1.000000,339.000000,4068,0,2017200,2017200,0,809698,0,809698,2826898,1.659740,0.228930,12.321976,0.000675,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,339,0.250737,0.206490,0.297935,85.000000,339,0,168067,168067,0,65669,0,65669,233736,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,339,0.250737,0.206490,0.297935,85.000000,339,0,168067,168067,0,65669,0,65669,233736,0.299405,0.041297,1.000000,0.000486,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,339,0.250737,0.206490,0.297935,85.000000,339,0,168067,168067,0,65669,0,65669,233736,0.134699,0.018579,1.000000,0.000219,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,500,0.472000,0.428000,0.516000,236.000000,6000,500,3920387,2948576,971811,698068,24500,722568,4642955,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,500,0.472000,0.428000,0.516000,236.000000,6000,500,3920387,2948576,971811,698068,24500,722568,4642955,0.751173,0.751173,14.804939,0.003183,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,500,0.472000,0.428000,0.516000,236.000000,6000,500,3920387,2948576,971811,698068,24500,722568,4642955,0.213296,0.213296,12.521045,0.000904,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,500,0.588000,0.544000,0.630000,294.000000,6000,0,2948576,2948576,0,698068,0,698068,3646644,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,500,0.588000,0.544000,0.630000,294.000000,6000,0,2948576,2948576,0,698068,0,698068,3646644,0.608260,0.608260,11.988253,0.002069,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,500,0.588000,0.544000,0.630000,294.000000,6000,0,2948576,2948576,0,698068,0,698068,3646644,0.203715,0.203715,11.958615,0.000693,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,500,1.000000,1.000000,1.000000,500.000000,6000,0,2948576,2948576,0,698068,0,698068,3646644,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,500,1.000000,1.000000,1.000000,500.000000,6000,0,2948576,2948576,0,698068,0,698068,3646644,0.608260,0.608260,11.988253,0.001217,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,500,1.000000,1.000000,1.000000,500.000000,6000,0,2948576,2948576,0,698068,0,698068,3646644,0.203715,0.203715,11.958615,0.000407,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,500,0.254000,0.216000,0.292000,127.000000,500,0,245647,245647,0,58382,0,58382,304029,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,500,0.254000,0.216000,0.292000,127.000000,500,0,245647,245647,0,58382,0,58382,304029,0.050738,0.050738,1.000000,0.000400,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,500,0.254000,0.216000,0.292000,127.000000,500,0,245647,245647,0,58382,0,58382,304029,0.017035,0.017035,1.000000,0.000134,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,474,0.360759,0.318565,0.405063,171.000000,5688,474,3709683,2789709,919974,660923,23226,684149,4393832,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,474,0.360759,0.318565,0.405063,171.000000,5688,474,3709683,2789709,919974,660923,23226,684149,4393832,1.542044,0.708918,14.768817,0.004146,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,474,0.360759,0.318565,0.405063,171.000000,5688,474,3709683,2789709,919974,660923,23226,684149,4393832,0.257721,0.201815,12.524980,0.001180,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,474,0.592827,0.548523,0.637131,281.000000,5688,0,2789709,2789709,0,660923,0,660923,3450632,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,474,0.592827,0.548523,0.637131,281.000000,5688,0,2789709,2789709,0,660923,0,660923,3450632,0.575618,0.575618,11.991792,0.002048,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,474,0.592827,0.548523,0.637131,281.000000,5688,0,2789709,2789709,0,660923,0,660923,3450632,0.192870,0.192870,11.969838,0.000686,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,474,1.000000,1.000000,1.000000,474.000000,5688,0,2789709,2789709,0,660923,0,660923,3450632,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,474,1.000000,1.000000,1.000000,474.000000,5688,0,2789709,2789709,0,660923,0,660923,3450632,0.575618,0.575618,11.991792,0.001214,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,474,1.000000,1.000000,1.000000,474.000000,5688,0,2789709,2789709,0,660923,0,660923,3450632,0.192870,0.192870,11.969838,0.000407,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,474,0.255274,0.217300,0.295359,121.000000,474,0,232413,232413,0,55224,0,55224,287637,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,474,0.255274,0.217300,0.295359,121.000000,474,0,232413,232413,0,55224,0,55224,287637,0.048001,0.048001,1.000000,0.000397,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,474,0.255274,0.217300,0.295359,121.000000,474,0,232413,232413,0,55224,0,55224,287637,0.016113,0.016113,1.000000,0.000133,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@12,observed_free,USD,51,0.823529,0.705882,0.921569,42.000000,612,51,468697,318488,150209,120798,2499,123297,591994,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_miss,MIXED,51,0.823529,0.705882,0.921569,42.000000,612,51,468697,318488,150209,120798,2499,123297,591994,0.581813,0.098982,15.185947,0.002357,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_hit,MIXED,51,0.823529,0.705882,0.921569,42.000000,612,51,468697,318488,150209,120798,2499,123297,591994,0.249086,0.035322,12.051177,0.000841,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@12,observed_free,USD,51,0.980392,0.941176,1.000000,50.000000,612,0,318488,318488,0,120798,0,120798,439286,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_miss,MIXED,51,0.980392,0.941176,1.000000,50.000000,612,0,318488,318488,0,120798,0,120798,439286,0.560084,0.077253,11.852255,0.001545,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_hit,MIXED,51,0.980392,0.941176,1.000000,50.000000,612,0,318488,318488,0,120798,0,120798,439286,0.247966,0.034202,11.669055,0.000684,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@12,observed_free,USD,51,1.000000,1.000000,1.000000,51.000000,612,0,318488,318488,0,120798,0,120798,439286,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_miss,MIXED,51,1.000000,1.000000,1.000000,51.000000,612,0,318488,318488,0,120798,0,120798,439286,0.560084,0.077253,11.852255,0.001515,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_hit,MIXED,51,1.000000,1.000000,1.000000,51.000000,612,0,318488,318488,0,120798,0,120798,439286,0.247966,0.034202,11.669055,0.000671,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,51,0.431373,0.294118,0.568627,22.000000,51,0,26537,26537,0,10358,0,10358,36895,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,51,0.431373,0.294118,0.568627,22.000000,51,0,26537,26537,0,10358,0,10358,36895,0.047253,0.006518,1.000000,0.000296,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,51,0.431373,0.294118,0.568627,22.000000,51,0,26537,26537,0,10358,0,10358,36895,0.021247,0.002931,1.000000,0.000133,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@12,observed_free,USD,51,0.862745,0.764706,0.941176,44.000000,612,51,468697,318488,150209,120798,2499,123297,591994,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_miss,CNY,51,0.862745,0.764706,0.941176,44.000000,612,51,468697,318488,150209,120798,2499,123297,591994,0.715291,0.098661,15.136698,0.002242,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_hit,CNY,51,0.862745,0.764706,0.941176,44.000000,612,51,468697,318488,150209,120798,2499,123297,591994,0.255968,0.035306,12.045718,0.000802,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@12,observed_free,USD,51,0.980392,0.941176,1.000000,50.000000,612,0,318488,318488,0,120798,0,120798,439286,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_miss,CNY,51,0.980392,0.941176,1.000000,50.000000,612,0,318488,318488,0,120798,0,120798,439286,0.560084,0.077253,11.852255,0.001545,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_hit,CNY,51,0.980392,0.941176,1.000000,50.000000,612,0,318488,318488,0,120798,0,120798,439286,0.247966,0.034202,11.669055,0.000684,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@12,observed_free,USD,51,1.000000,1.000000,1.000000,51.000000,612,0,318488,318488,0,120798,0,120798,439286,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_miss,CNY,51,1.000000,1.000000,1.000000,51.000000,612,0,318488,318488,0,120798,0,120798,439286,0.560084,0.077253,11.852255,0.001515,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_hit,CNY,51,1.000000,1.000000,1.000000,51.000000,612,0,318488,318488,0,120798,0,120798,439286,0.247966,0.034202,11.669055,0.000671,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,51,0.431373,0.294118,0.568627,22.000000,51,0,26537,26537,0,10358,0,10358,36895,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,51,0.431373,0.294118,0.568627,22.000000,51,0,26537,26537,0,10358,0,10358,36895,0.047253,0.006518,1.000000,0.000296,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,51,0.431373,0.294118,0.568627,22.000000,51,0,26537,26537,0,10358,0,10358,36895,0.021247,0.002931,1.000000,0.000133,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,499,0.647295,0.605210,0.689379,323.000000,5988,499,3180927,2405212,775715,547268,24451,571719,3752646,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,499,0.647295,0.605210,0.689379,323.000000,5988,499,3180927,2405212,775715,547268,24451,571719,3752646,0.605411,0.605411,14.878253,0.001874,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,499,0.647295,0.605210,0.689379,323.000000,5988,499,3180927,2405212,775715,547268,24451,571719,3752646,0.168988,0.168988,12.802121,0.000523,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,499,0.693387,0.653307,0.733467,346.000000,5988,0,2405212,2405212,0,547268,0,547268,2952480,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,499,0.693387,0.653307,0.733467,346.000000,5988,0,2405212,2405212,0,547268,0,547268,2952480,0.489965,0.489965,12.041115,0.001416,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,499,0.693387,0.653307,0.733467,346.000000,5988,0,2405212,2405212,0,547268,0,547268,2952480,0.159970,0.159970,12.118939,0.000462,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,499,1.000000,1.000000,1.000000,499.000000,5988,0,2405212,2405212,0,547268,0,547268,2952480,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,499,1.000000,1.000000,1.000000,499.000000,5988,0,2405212,2405212,0,547268,0,547268,2952480,0.489965,0.489965,12.041115,0.000982,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,499,1.000000,1.000000,1.000000,499.000000,5988,0,2405212,2405212,0,547268,0,547268,2952480,0.159970,0.159970,12.118939,0.000321,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,499,0.262525,0.224449,0.300601,131.000000,499,0,200372,200372,0,45138,0,45138,245510,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,499,0.262525,0.224449,0.300601,131.000000,499,0,200372,200372,0,45138,0,45138,245510,0.040691,0.040691,1.000000,0.000311,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,499,0.262525,0.224449,0.300601,131.000000,499,0,200372,200372,0,45138,0,45138,245510,0.013200,0.013200,1.000000,0.000101,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,495,0.604040,0.561616,0.646465,299.000000,5940,495,3153609,2384045,769564,543105,24255,567360,3720969,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,495,0.604040,0.561616,0.646465,299.000000,5940,495,3153609,2384045,769564,543105,24255,567360,3720969,1.303910,0.598673,14.843623,0.002002,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,495,0.604040,0.561616,0.646465,299.000000,5940,495,3153609,2384045,769564,543105,24255,567360,3720969,0.222646,0.167559,12.807384,0.000560,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,495,0.694949,0.654545,0.735354,344.000000,5940,0,2384045,2384045,0,543105,0,543105,2927150,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,495,0.694949,0.654545,0.735354,344.000000,5940,0,2384045,2384045,0,543105,0,543105,2927150,0.485836,0.485836,12.045919,0.001412,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,495,0.694949,0.654545,0.735354,344.000000,5940,0,2384045,2384045,0,543105,0,543105,2927150,0.158745,0.158745,12.133685,0.000461,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,495,1.000000,1.000000,1.000000,495.000000,5940,0,2384045,2384045,0,543105,0,543105,2927150,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,495,1.000000,1.000000,1.000000,495.000000,5940,0,2384045,2384045,0,543105,0,543105,2927150,0.485836,0.485836,12.045919,0.000981,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,495,1.000000,1.000000,1.000000,495.000000,5940,0,2384045,2384045,0,543105,0,543105,2927150,0.158745,0.158745,12.133685,0.000321,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,495,0.262626,0.224242,0.301010,130.000000,495,0,198609,198609,0,44738,0,44738,243347,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,495,0.262626,0.224242,0.301010,130.000000,495,0,198609,198609,0,44738,0,44738,243347,0.040332,0.040332,1.000000,0.000310,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,495,0.262626,0.224242,0.301010,130.000000,495,0,198609,198609,0,44738,0,44738,243347,0.013083,0.013083,1.000000,0.000101,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@12,observed_free,USD,500,0.820000,0.786000,0.854000,410.000000,6000,500,3480800,2289322,1191478,972640,24500,997140,4477940,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_miss,MIXED,500,0.820000,0.786000,0.854000,410.000000,6000,500,3480800,2289322,1191478,972640,24500,997140,4477940,4.408269,0.757750,15.967759,0.001848,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_hit,MIXED,500,0.820000,0.786000,0.854000,410.000000,6000,500,3480800,2289322,1191478,972640,24500,997140,4477940,2.001263,0.284826,13.140761,0.000695,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@12,observed_free,USD,500,0.636000,0.594000,0.678000,318.000000,6000,0,2289322,2289322,0,972640,0,972640,3261962,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_miss,MIXED,500,0.636000,0.594000,0.678000,318.000000,6000,0,2289322,2289322,0,972640,0,972640,3261962,4.234602,0.584083,12.308145,0.001837,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_hit,MIXED,500,0.636000,0.594000,0.678000,318.000000,6000,0,2289322,2289322,0,972640,0,972640,3261962,1.991066,0.274630,12.670358,0.000864,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@12,observed_free,USD,500,1.000000,1.000000,1.000000,500.000000,6000,0,2289322,2289322,0,972640,0,972640,3261962,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_miss,MIXED,500,1.000000,1.000000,1.000000,500.000000,6000,0,2289322,2289322,0,972640,0,972640,3261962,4.234602,0.584083,12.308145,0.001168,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_hit,MIXED,500,1.000000,1.000000,1.000000,500.000000,6000,0,2289322,2289322,0,972640,0,972640,3261962,1.991066,0.274630,12.670358,0.000549,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,500,0.322000,0.282000,0.364000,161.000000,500,0,190721,190721,0,76665,0,76665,267386,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,500,0.322000,0.282000,0.364000,161.000000,500,0,190721,190721,0,76665,0,76665,267386,0.344051,0.047455,1.000000,0.000295,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,500,0.322000,0.282000,0.364000,161.000000,500,0,190721,190721,0,76665,0,76665,267386,0.157144,0.021675,1.000000,0.000135,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@12,observed_free,USD,491,0.826884,0.792261,0.859470,406.000000,5892,491,3412807,2241507,1171300,956957,24059,981016,4393823,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_miss,CNY,491,0.826884,0.792261,0.859470,406.000000,5892,491,3412807,2241507,1171300,956957,24059,981016,4393823,5.374839,0.741357,15.955857,0.001826,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_hit,CNY,491,0.826884,0.792261,0.859470,406.000000,5892,491,3412807,2241507,1171300,956957,24059,981016,4393823,2.030288,0.280040,13.195740,0.000690,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@12,observed_free,USD,491,0.639511,0.596741,0.682281,314.000000,5892,0,2241507,2241507,0,956957,0,956957,3198464,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_miss,CNY,491,0.639511,0.596741,0.682281,314.000000,5892,0,2241507,2241507,0,956957,0,956957,3198464,4.155421,0.573162,12.335880,0.001825,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_hit,CNY,491,0.639511,0.596741,0.682281,314.000000,5892,0,2241507,2241507,0,956957,0,956957,3198464,1.958744,0.270172,12.730751,0.000860,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@12,observed_free,USD,491,1.000000,1.000000,1.000000,491.000000,5892,0,2241507,2241507,0,956957,0,956957,3198464,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_miss,CNY,491,1.000000,1.000000,1.000000,491.000000,5892,0,2241507,2241507,0,956957,0,956957,3198464,4.155421,0.573162,12.335880,0.001167,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_hit,CNY,491,1.000000,1.000000,1.000000,491.000000,5892,0,2241507,2241507,0,956957,0,956957,3198464,1.958744,0.270172,12.730751,0.000550,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,491,0.317719,0.276986,0.358452,156.000000,491,0,186738,186738,0,75061,0,75061,261799,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,491,0.317719,0.276986,0.358452,156.000000,491,0,186738,186738,0,75061,0,75061,261799,0.336860,0.046463,1.000000,0.000298,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,491,0.317719,0.276986,0.358452,156.000000,491,0,186738,186738,0,75061,0,75061,261799,0.153857,0.021222,1.000000,0.000136,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,264,0.545455,0.484848,0.606061,144.000000,3168,264,4911868,4238265,673603,305551,12936,318487,5230355,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,264,0.545455,0.484848,0.606061,144.000000,3168,264,4911868,4238265,673603,305551,12936,318487,5230355,0.776838,0.776838,13.699397,0.005395,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,264,0.545455,0.484848,0.606061,144.000000,3168,264,4911868,4238265,673603,305551,12936,318487,5230355,0.102930,0.102930,12.474852,0.000715,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,264,0.018939,0.003788,0.037879,5.000000,3168,0,4238265,4238265,0,305551,0,305551,4543816,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,264,0.018939,0.003788,0.037879,5.000000,3168,0,4238265,4238265,0,305551,0,305551,4543816,0.678911,0.678911,11.972472,0.135782,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,264,0.018939,0.003788,0.037879,5.000000,3168,0,4238265,4238265,0,305551,0,305551,4543816,0.097421,0.097421,11.807175,0.019484,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,264,1.000000,1.000000,1.000000,264.000000,3168,0,4238265,4238265,0,305551,0,305551,4543816,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,264,1.000000,1.000000,1.000000,264.000000,3168,0,4238265,4238265,0,305551,0,305551,4543816,0.678911,0.678911,11.972472,0.002572,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,264,1.000000,1.000000,1.000000,264.000000,3168,0,4238265,4238265,0,305551,0,305551,4543816,0.097421,0.097421,11.807175,0.000369,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,264,0.185606,0.140152,0.234848,49.000000,264,0,353164,353164,0,25938,0,25938,379102,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,264,0.185606,0.140152,0.234848,49.000000,264,0,353164,353164,0,25938,0,25938,379102,0.056706,0.056706,1.000000,0.001157,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,264,0.185606,0.140152,0.234848,49.000000,264,0,353164,353164,0,25938,0,25938,379102,0.008251,0.008251,1.000000,0.000168,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,musr,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,261,0.348659,0.291188,0.406130,91.000000,3132,261,4863170,4196697,666473,302051,12789,314840,5178010,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,musr,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,261,0.348659,0.291188,0.406130,91.000000,3132,261,4863170,4196697,666473,302051,12789,314840,5178010,1.364163,0.767567,13.669938,0.008435,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,musr,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,261,0.348659,0.291188,0.406130,91.000000,3132,261,4863170,4196697,666473,302051,12789,314840,5178010,0.135232,0.101692,12.445478,0.001117,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,261,0.019157,0.003831,0.038314,5.000000,3132,0,4196697,4196697,0,302051,0,302051,4498748,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,261,0.019157,0.003831,0.038314,5.000000,3132,0,4196697,4196697,0,302051,0,302051,4498748,0.672112,0.672112,11.969938,0.134422,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,261,0.019157,0.003831,0.038314,5.000000,3132,0,4196697,4196697,0,302051,0,302051,4498748,0.096325,0.096325,11.788643,0.019265,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,261,1.000000,1.000000,1.000000,261.000000,3132,0,4196697,4196697,0,302051,0,302051,4498748,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,261,1.000000,1.000000,1.000000,261.000000,3132,0,4196697,4196697,0,302051,0,302051,4498748,0.672112,0.672112,11.969938,0.002575,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,261,1.000000,1.000000,1.000000,261.000000,3132,0,4196697,4196697,0,302051,0,302051,4498748,0.096325,0.096325,11.788643,0.000369,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,261,0.183908,0.137931,0.233716,48.000000,261,0,349700,349700,0,25684,0,25684,375384,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,261,0.183908,0.137931,0.233716,48.000000,261,0,349700,349700,0,25684,0,25684,375384,0.056150,0.056150,1.000000,0.001170,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,261,0.183908,0.137931,0.233716,48.000000,261,0,349700,349700,0,25684,0,25684,375384,0.008171,0.008171,1.000000,0.000170,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,musr,mimo,deepseek,mimo_to_deepseek,rank@12,observed_free,USD,482,0.502075,0.456432,0.547718,242.000000,5784,482,9018901,7360070,1658831,1018407,23618,1042025,10060926,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,musr,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_miss,MIXED,482,0.502075,0.456432,0.547718,242.000000,5784,482,9018901,7360070,1658831,1018407,23618,1042025,10060926,9.635733,1.534971,14.305681,0.006343,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,musr,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_hit,MIXED,482,0.502075,0.456432,0.547718,242.000000,5784,482,9018901,7360070,1658831,1018407,23618,1042025,10060926,2.195273,0.312501,12.808468,0.001291,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@12,observed_free,USD,482,0.041494,0.024896,0.060166,20.000000,5784,0,7360070,7360070,0,1018407,0,1018407,8378477,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_miss,MIXED,482,0.041494,0.024896,0.060166,20.000000,5784,0,7360070,7360070,0,1018407,0,1018407,8378477,9.396884,1.296122,12.079647,0.064806,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_hit,MIXED,482,0.041494,0.024896,0.060166,20.000000,5784,0,7360070,7360070,0,1018407,0,1018407,8378477,2.184015,0.301244,12.347078,0.015062,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@12,observed_free,USD,482,1.000000,1.000000,1.000000,482.000000,5784,0,7360070,7360070,0,1018407,0,1018407,8378477,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_miss,MIXED,482,1.000000,1.000000,1.000000,482.000000,5784,0,7360070,7360070,0,1018407,0,1018407,8378477,9.396884,1.296122,12.079647,0.002689,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_hit,MIXED,482,1.000000,1.000000,1.000000,482.000000,5784,0,7360070,7360070,0,1018407,0,1018407,8378477,2.184015,0.301244,12.347078,0.000625,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,482,0.211618,0.176349,0.248963,102.000000,482,0,613291,613291,0,82311,0,82311,695602,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,482,0.211618,0.176349,0.248963,102.000000,482,0,613291,613291,0,82311,0,82311,695602,0.777913,0.107298,1.000000,0.001052,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,482,0.211618,0.176349,0.248963,102.000000,482,0,613291,613291,0,82311,0,82311,695602,0.176888,0.024398,1.000000,0.000239,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,musr,mimo,mimo,mimo_to_mimo,rank@12,observed_free,USD,482,0.417012,0.373444,0.460581,201.000000,5784,482,9023700,7366341,1657359,1016412,23618,1040030,10063730,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,musr,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_miss,CNY,482,0.417012,0.373444,0.460581,201.000000,5784,482,9023700,7366341,1657359,1016412,23618,1040030,10063730,11.103760,1.531553,14.265317,0.007620,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,musr,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_hit,CNY,482,0.417012,0.373444,0.460581,201.000000,5784,482,9023700,7366341,1657359,1016412,23618,1040030,10063730,2.260534,0.311798,12.783322,0.001551,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@12,observed_free,USD,482,0.041494,0.024896,0.060166,20.000000,5784,0,7366341,7366341,0,1016412,0,1016412,8382753,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_miss,CNY,482,0.041494,0.024896,0.060166,20.000000,5784,0,7366341,7366341,0,1016412,0,1016412,8382753,9.399165,1.296437,12.075380,0.064822,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_hit,CNY,482,0.041494,0.024896,0.060166,20.000000,5784,0,7366341,7366341,0,1016412,0,1016412,8382753,2.180151,0.300710,12.328728,0.015036,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@12,observed_free,USD,482,1.000000,1.000000,1.000000,482.000000,5784,0,7366341,7366341,0,1016412,0,1016412,8382753,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_miss,CNY,482,1.000000,1.000000,1.000000,482.000000,5784,0,7366341,7366341,0,1016412,0,1016412,8382753,9.399165,1.296437,12.075380,0.002690,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_hit,CNY,482,1.000000,1.000000,1.000000,482.000000,5784,0,7366341,7366341,0,1016412,0,1016412,8382753,2.180151,0.300710,12.328728,0.000624,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,482,0.213693,0.178423,0.251037,103.000000,482,0,613814,613814,0,82281,0,82281,696095,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,482,0.213693,0.178423,0.251037,103.000000,482,0,613814,613814,0,82281,0,82281,696095,0.778376,0.107362,1.000000,0.001042,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,482,0.213693,0.178423,0.251037,103.000000,482,0,613814,613814,0,82281,0,82281,696095,0.176838,0.024391,1.000000,0.000237,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,1895,0.723483,0.703430,0.743536,1371.000000,22740,1895,19970269,16127652,3842617,2392326,92855,2485181,22455450,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,1895,0.723483,0.703430,0.743536,1371.000000,22740,1895,19970269,16127652,3842617,2392326,92855,2485181,22455450,3.491688,3.491688,14.326755,0.002547,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,1895,0.723483,0.703430,0.743536,1371.000000,22740,1895,19970269,16127652,3842617,2392326,92855,2485181,22455450,0.751767,0.751767,12.664325,0.000548,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,1895,0.928760,0.917150,0.940369,1760.000000,22740,0,16127652,16127652,0,2392326,0,2392326,18519978,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,1895,0.928760,0.917150,0.940369,1760.000000,22740,0,16127652,16127652,0,2392326,0,2392326,18519978,2.927723,2.927723,12.012748,0.001663,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,1895,0.928760,0.917150,0.940369,1760.000000,22740,0,16127652,16127652,0,2392326,0,2392326,18519978,0.715009,0.715009,12.045097,0.000406,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,1895,1.000000,1.000000,1.000000,1895.000000,22740,0,16127652,16127652,0,2392326,0,2392326,18519978,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,1895,1.000000,1.000000,1.000000,1895.000000,22740,0,16127652,16127652,0,2392326,0,2392326,18519978,2.927723,2.927723,12.012748,0.001545,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,1895,1.000000,1.000000,1.000000,1895.000000,22740,0,16127652,16127652,0,2392326,0,2392326,18519978,0.715009,0.715009,12.045097,0.000377,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,1895,0.558311,0.536148,0.580475,1058.000000,1895,0,1343708,1343708,0,198567,0,198567,1542275,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,1895,0.558311,0.536148,0.580475,1058.000000,1895,0,1343708,1343708,0,198567,0,198567,1542275,0.243718,0.243718,1.000000,0.000230,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,1895,0.558311,0.536148,0.580475,1058.000000,1895,0,1343708,1343708,0,198567,0,198567,1542275,0.059361,0.059361,1.000000,0.000056,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,1880,0.653723,0.631915,0.675000,1229.000000,22560,1880,19822805,16009387,3813418,2373832,92120,2465952,22288757,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,1880,0.653723,0.631915,0.675000,1229.000000,22560,1880,19822805,16009387,3813418,2373832,92120,2465952,22288757,6.903645,3.457388,14.292279,0.002813,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,1880,0.653723,0.631915,0.675000,1229.000000,22560,1880,19822805,16009387,3813418,2373832,92120,2465952,22288757,0.970008,0.745431,12.655445,0.000607,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,1880,0.927660,0.915957,0.939362,1744.000000,22560,0,16009387,16009387,0,2373832,0,2373832,18383219,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,1880,0.927660,0.915957,0.939362,1744.000000,22560,0,16009387,16009387,0,2373832,0,2373832,18383219,2.905987,2.905987,12.012877,0.001666,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,1880,0.927660,0.915957,0.939362,1744.000000,22560,0,16009387,16009387,0,2373832,0,2373832,18383219,0.709499,0.709499,12.045414,0.000407,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,1880,1.000000,1.000000,1.000000,1880.000000,22560,0,16009387,16009387,0,2373832,0,2373832,18383219,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,1880,1.000000,1.000000,1.000000,1880.000000,22560,0,16009387,16009387,0,2373832,0,2373832,18383219,2.905987,2.905987,12.012877,0.001546,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,1880,1.000000,1.000000,1.000000,1880.000000,22560,0,16009387,16009387,0,2373832,0,2373832,18383219,0.709499,0.709499,12.045414,0.000377,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,1880,0.557979,0.535638,0.580319,1049.000000,1880,0,1333854,1333854,0,197024,0,197024,1530878,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,1880,0.557979,0.535638,0.580319,1049.000000,1880,0,1333854,1333854,0,197024,0,197024,1530878,0.241906,0.241906,1.000000,0.000231,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,1880,0.557979,0.535638,0.580319,1049.000000,1880,0,1333854,1333854,0,197024,0,197024,1530878,0.058902,0.058902,1.000000,0.000056,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@12,observed_free,USD,721,0.768377,0.737864,0.798890,554.000000,8652,721,10223518,8063312,2160206,1447811,35329,1483140,11706658,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_miss,MIXED,721,0.768377,0.737864,0.798890,554.000000,8652,721,10223518,8063312,2160206,1447811,35329,1483140,11706658,11.271255,1.823898,14.545685,0.003292,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_hit,MIXED,721,0.768377,0.737864,0.798890,554.000000,8652,721,10223518,8063312,2160206,1447811,35329,1483140,11706658,3.072829,0.437580,12.654501,0.000790,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@12,observed_free,USD,721,0.822469,0.794730,0.850208,593.000000,8652,0,8063312,8063312,0,1447811,0,1447811,9511123,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_miss,MIXED,721,0.822469,0.794730,0.850208,593.000000,8652,0,8063312,8063312,0,1447811,0,1447811,9511123,10.958934,1.511577,12.054908,0.002549,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_hit,MIXED,721,0.822469,0.794730,0.850208,593.000000,8652,0,8063312,8063312,0,1447811,0,1447811,9511123,3.056888,0.421640,12.193528,0.000711,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@12,observed_free,USD,721,1.000000,1.000000,1.000000,721.000000,8652,0,8063312,8063312,0,1447811,0,1447811,9511123,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_miss,MIXED,721,1.000000,1.000000,1.000000,721.000000,8652,0,8063312,8063312,0,1447811,0,1447811,9511123,10.958934,1.511577,12.054908,0.002097,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_hit,MIXED,721,1.000000,1.000000,1.000000,721.000000,8652,0,8063312,8063312,0,1447811,0,1447811,9511123,3.056888,0.421640,12.193528,0.000585,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,721,0.604716,0.568655,0.640777,436.000000,721,0,671826,671826,0,118630,0,118630,790456,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,721,0.604716,0.568655,0.640777,436.000000,721,0,671826,671826,0,118630,0,118630,790456,0.909086,0.125391,1.000000,0.000288,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,721,0.604716,0.568655,0.640777,436.000000,721,0,671826,671826,0,118630,0,118630,790456,0.250697,0.034579,1.000000,0.000079,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@12,observed_free,USD,708,0.790960,0.761299,0.820621,560.000000,8496,708,10070509,7942160,2128349,1426774,34692,1461466,11531975,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_miss,CNY,708,0.790960,0.761299,0.820621,560.000000,8496,708,10070509,7942160,2128349,1426774,34692,1461466,11531975,12.993441,1.792199,14.517022,0.003200,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_hit,CNY,708,0.790960,0.761299,0.820621,560.000000,8496,708,10070509,7942160,2128349,1426774,34692,1461466,11531975,3.124342,0.430944,12.671842,0.000770,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@12,observed_free,USD,708,0.819209,0.790960,0.847458,580.000000,8496,0,7942160,7942160,0,1426774,0,1426774,9368934,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_miss,CNY,708,0.819209,0.790960,0.847458,580.000000,8496,0,7942160,7942160,0,1426774,0,1426774,9368934,10.795708,1.489063,12.061585,0.002567,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_hit,CNY,708,0.819209,0.790960,0.847458,580.000000,8496,0,7942160,7942160,0,1426774,0,1426774,9368934,3.012391,0.415502,12.217772,0.000716,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@12,observed_free,USD,708,1.000000,1.000000,1.000000,708.000000,8496,0,7942160,7942160,0,1426774,0,1426774,9368934,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_miss,CNY,708,1.000000,1.000000,1.000000,708.000000,8496,0,7942160,7942160,0,1426774,0,1426774,9368934,10.795708,1.489063,12.061585,0.002103,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_hit,CNY,708,1.000000,1.000000,1.000000,708.000000,8496,0,7942160,7942160,0,1426774,0,1426774,9368934,3.012391,0.415502,12.217772,0.000587,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,708,0.605932,0.569209,0.641243,429.000000,708,0,661732,661732,0,116660,0,116660,778392,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,708,0.605932,0.569209,0.641243,429.000000,708,0,661732,661732,0,116660,0,116660,778392,0.895052,0.123455,1.000000,0.000288,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,708,0.605932,0.569209,0.641243,429.000000,708,0,661732,661732,0,116660,0,116660,778392,0.246555,0.034008,1.000000,0.000079,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,88,0.875000,0.806818,0.943182,77.000000,1056,88,588369,426061,162308,121863,4312,126175,714544,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,88,0.875000,0.806818,0.943182,77.000000,1056,88,588369,426061,162308,121863,4312,126175,714544,0.117701,0.117701,14.919635,0.001529,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,88,0.875000,0.806818,0.943182,77.000000,1056,88,588369,426061,162308,121863,4312,126175,714544,0.036976,0.036976,12.247764,0.000480,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,88,1.000000,1.000000,1.000000,88.000000,1056,0,426061,426061,0,121863,0,121863,547924,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,88,1.000000,1.000000,1.000000,88.000000,1056,0,426061,426061,0,121863,0,121863,547924,0.093770,0.093770,11.886171,0.001066,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,88,1.000000,1.000000,1.000000,88.000000,1056,0,426061,426061,0,121863,0,121863,547924,0.035315,0.035315,11.697582,0.000401,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,88,1.000000,1.000000,1.000000,88.000000,1056,0,426061,426061,0,121863,0,121863,547924,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,88,1.000000,1.000000,1.000000,88.000000,1056,0,426061,426061,0,121863,0,121863,547924,0.093770,0.093770,11.886171,0.001066,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,88,1.000000,1.000000,1.000000,88.000000,1056,0,426061,426061,0,121863,0,121863,547924,0.035315,0.035315,11.697582,0.000401,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,88,0.568182,0.465909,0.670455,50.000000,88,0,35495,35495,0,10427,0,10427,45922,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,88,0.568182,0.465909,0.670455,50.000000,88,0,35495,35495,0,10427,0,10427,45922,0.007889,0.007889,1.000000,0.000158,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,88,0.568182,0.465909,0.670455,50.000000,88,0,35495,35495,0,10427,0,10427,45922,0.003019,0.003019,1.000000,0.000060,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,88,0.681818,0.579545,0.772727,60.000000,1056,88,588369,426061,162308,121863,4312,126175,714544,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,88,0.681818,0.579545,0.772727,60.000000,1056,88,588369,426061,162308,121863,4312,126175,714544,0.264702,0.117347,14.874762,0.001956,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,88,0.681818,0.579545,0.772727,60.000000,1056,88,588369,426061,162308,121863,4312,126175,714544,0.047185,0.036952,12.239815,0.000616,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,88,1.000000,1.000000,1.000000,88.000000,1056,0,426061,426061,0,121863,0,121863,547924,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,88,1.000000,1.000000,1.000000,88.000000,1056,0,426061,426061,0,121863,0,121863,547924,0.093770,0.093770,11.886171,0.001066,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,88,1.000000,1.000000,1.000000,88.000000,1056,0,426061,426061,0,121863,0,121863,547924,0.035315,0.035315,11.697582,0.000401,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,88,1.000000,1.000000,1.000000,88.000000,1056,0,426061,426061,0,121863,0,121863,547924,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,88,1.000000,1.000000,1.000000,88.000000,1056,0,426061,426061,0,121863,0,121863,547924,0.093770,0.093770,11.886171,0.001066,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,88,1.000000,1.000000,1.000000,88.000000,1056,0,426061,426061,0,121863,0,121863,547924,0.035315,0.035315,11.697582,0.000401,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,88,0.568182,0.465909,0.670455,50.000000,88,0,35495,35495,0,10427,0,10427,45922,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,88,0.568182,0.465909,0.670455,50.000000,88,0,35495,35495,0,10427,0,10427,45922,0.007889,0.007889,1.000000,0.000158,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,88,0.568182,0.465909,0.670455,50.000000,88,0,35495,35495,0,10427,0,10427,45922,0.003019,0.003019,1.000000,0.000060,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@12,observed_free,USD,3,1.000000,1.000000,1.000000,3.000000,36,3,25700,15880,9820,8327,147,8474,34174,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_miss,MIXED,3,1.000000,1.000000,1.000000,3.000000,36,3,25700,15880,9820,8327,147,8474,34174,0.033950,0.005903,16.261708,0.001968,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_hit,MIXED,3,1.000000,1.000000,1.000000,3.000000,36,3,25700,15880,9820,8327,147,8474,34174,0.017040,0.002410,13.097826,0.000803,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@12,observed_free,USD,3,1.000000,1.000000,1.000000,3.000000,36,0,15880,15880,0,8327,0,8327,24207,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_miss,MIXED,3,1.000000,1.000000,1.000000,3.000000,36,0,15880,15880,0,8327,0,8327,24207,0.032534,0.004487,12.360882,0.001496,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_hit,MIXED,3,1.000000,1.000000,1.000000,3.000000,36,0,15880,15880,0,8327,0,8327,24207,0.016972,0.002341,12.722826,0.000780,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@12,observed_free,USD,3,1.000000,1.000000,1.000000,3.000000,36,0,15880,15880,0,8327,0,8327,24207,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_miss,MIXED,3,1.000000,1.000000,1.000000,3.000000,36,0,15880,15880,0,8327,0,8327,24207,0.032534,0.004487,12.360882,0.001496,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_hit,MIXED,3,1.000000,1.000000,1.000000,3.000000,36,0,15880,15880,0,8327,0,8327,24207,0.016972,0.002341,12.722826,0.000780,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,3,1.000000,1.000000,1.000000,3.000000,3,0,1323,1323,0,654,0,654,1977,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,3,1.000000,1.000000,1.000000,3.000000,3,0,1323,1323,0,654,0,654,1977,0.002631,0.000363,1.000000,0.000121,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,3,1.000000,1.000000,1.000000,3.000000,3,0,1323,1323,0,654,0,654,1977,0.001334,0.000184,1.000000,0.000061,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,gpqa,mimo,mimo,mimo_to_mimo,rank@12,observed_free,USD,3,1.000000,1.000000,1.000000,3.000000,36,3,25700,15880,9820,8327,147,8474,34174,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,gpqa,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_miss,CNY,3,1.000000,1.000000,1.000000,3.000000,36,3,25700,15880,9820,8327,147,8474,34174,0.042648,0.005882,16.203857,0.001961,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,gpqa,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_hit,CNY,3,1.000000,1.000000,1.000000,3.000000,36,3,25700,15880,9820,8327,147,8474,34174,0.017462,0.002409,13.092391,0.000803,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@12,observed_free,USD,3,1.000000,1.000000,1.000000,3.000000,36,0,15880,15880,0,8327,0,8327,24207,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_miss,CNY,3,1.000000,1.000000,1.000000,3.000000,36,0,15880,15880,0,8327,0,8327,24207,0.032534,0.004487,12.360882,0.001496,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_hit,CNY,3,1.000000,1.000000,1.000000,3.000000,36,0,15880,15880,0,8327,0,8327,24207,0.016972,0.002341,12.722826,0.000780,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@12,observed_free,USD,3,1.000000,1.000000,1.000000,3.000000,36,0,15880,15880,0,8327,0,8327,24207,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_miss,CNY,3,1.000000,1.000000,1.000000,3.000000,36,0,15880,15880,0,8327,0,8327,24207,0.032534,0.004487,12.360882,0.001496,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_hit,CNY,3,1.000000,1.000000,1.000000,3.000000,36,0,15880,15880,0,8327,0,8327,24207,0.016972,0.002341,12.722826,0.000780,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,3,1.000000,1.000000,1.000000,3.000000,3,0,1323,1323,0,654,0,654,1977,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,3,1.000000,1.000000,1.000000,3.000000,3,0,1323,1323,0,654,0,654,1977,0.002631,0.000363,1.000000,0.000121,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,3,1.000000,1.000000,1.000000,3.000000,3,0,1323,1323,0,654,0,654,1977,0.001334,0.000184,1.000000,0.000061,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,309,0.592233,0.537217,0.647249,183.000000,3708,309,2413589,1825109,588480,419066,15141,434207,2847796,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,309,0.592233,0.537217,0.647249,183.000000,3708,309,2413589,1825109,588480,419066,15141,434207,2847796,0.459480,0.459480,14.811902,0.002511,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,309,0.592233,0.537217,0.647249,183.000000,3708,309,2413589,1825109,588480,419066,15141,434207,2847796,0.128336,0.128336,12.630253,0.000701,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,309,0.977346,0.957929,0.993528,302.000000,3708,0,1825109,1825109,0,419066,0,419066,2244175,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,309,0.977346,0.957929,0.993528,302.000000,3708,0,1825109,1825109,0,419066,0,419066,2244175,0.372854,0.372854,12.019406,0.001235,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,309,0.977346,0.957929,0.993528,302.000000,3708,0,1825109,1825109,0,419066,0,419066,2244175,0.122449,0.122449,12.050881,0.000405,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,309,1.000000,1.000000,1.000000,309.000000,3708,0,1825109,1825109,0,419066,0,419066,2244175,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,309,1.000000,1.000000,1.000000,309.000000,3708,0,1825109,1825109,0,419066,0,419066,2244175,0.372854,0.372854,12.019406,0.001207,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,309,1.000000,1.000000,1.000000,309.000000,3708,0,1825109,1825109,0,419066,0,419066,2244175,0.122449,0.122449,12.050881,0.000396,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,309,0.533981,0.478964,0.588997,165.000000,309,0,152040,152040,0,34770,0,34770,186810,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,309,0.533981,0.478964,0.588997,165.000000,309,0,152040,152040,0,34770,0,34770,186810,0.031021,0.031021,1.000000,0.000188,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,309,0.533981,0.478964,0.588997,165.000000,309,0,152040,152040,0,34770,0,34770,186810,0.010161,0.010161,1.000000,0.000062,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,308,0.516234,0.461039,0.571429,159.000000,3696,308,2409610,1822904,586706,417534,15092,432626,2842236,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,308,0.516234,0.461039,0.571429,159.000000,3696,308,2409610,1822904,586706,417534,15092,432626,2842236,0.989006,0.457204,14.774252,0.002875,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,308,0.516234,0.461039,0.571429,159.000000,3696,308,2409610,1822904,586706,417534,15092,432626,2842236,0.163932,0.127795,12.639205,0.000804,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,308,0.974026,0.954545,0.990260,300.000000,3696,0,1822904,1822904,0,417534,0,417534,2240438,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,308,0.974026,0.954545,0.990260,300.000000,3696,0,1822904,1822904,0,417534,0,417534,2240438,0.372116,0.372116,12.024688,0.001240,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,308,0.974026,0.954545,0.990260,300.000000,3696,0,1822904,1822904,0,417534,0,417534,2240438,0.122014,0.122014,12.067451,0.000407,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,308,1.000000,1.000000,1.000000,308.000000,3696,0,1822904,1822904,0,417534,0,417534,2240438,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,308,1.000000,1.000000,1.000000,308.000000,3696,0,1822904,1822904,0,417534,0,417534,2240438,0.372116,0.372116,12.024688,0.001208,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,308,1.000000,1.000000,1.000000,308.000000,3696,0,1822904,1822904,0,417534,0,417534,2240438,0.122014,0.122014,12.067451,0.000396,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,308,0.532468,0.477273,0.587662,164.000000,308,0,151857,151857,0,34593,0,34593,186450,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,308,0.532468,0.477273,0.587662,164.000000,308,0,151857,151857,0,34593,0,34593,186450,0.030946,0.030946,1.000000,0.000189,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,308,0.532468,0.477273,0.587662,164.000000,308,0,151857,151857,0,34593,0,34593,186450,0.010111,0.010111,1.000000,0.000062,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@12,observed_free,USD,23,0.565217,0.347826,0.782609,13.000000,276,23,230071,156872,73199,58838,1127,59965,290036,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_miss,MIXED,23,0.565217,0.347826,0.782609,13.000000,276,23,230071,156872,73199,58838,1127,59965,290036,0.285111,0.048432,14.689718,0.003726,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_hit,MIXED,23,0.565217,0.347826,0.782609,13.000000,276,23,230071,156872,73199,58838,1127,59965,290036,0.121334,0.017184,11.231373,0.001322,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@12,observed_free,USD,23,1.000000,1.000000,1.000000,23.000000,276,0,156872,156872,0,58838,0,58838,215710,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_miss,MIXED,23,1.000000,1.000000,1.000000,23.000000,276,0,156872,156872,0,58838,0,58838,215710,0.274548,0.037869,11.485896,0.001646,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_hit,MIXED,23,1.000000,1.000000,1.000000,23.000000,276,0,156872,156872,0,58838,0,58838,215710,0.120813,0.016664,10.891503,0.000725,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@12,observed_free,USD,23,1.000000,1.000000,1.000000,23.000000,276,0,156872,156872,0,58838,0,58838,215710,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_miss,MIXED,23,1.000000,1.000000,1.000000,23.000000,276,0,156872,156872,0,58838,0,58838,215710,0.274548,0.037869,11.485896,0.001646,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_hit,MIXED,23,1.000000,1.000000,1.000000,23.000000,276,0,156872,156872,0,58838,0,58838,215710,0.120813,0.016664,10.891503,0.000725,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,23,0.434783,0.217391,0.652174,10.000000,23,0,13070,13070,0,5417,0,5417,18487,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,23,0.434783,0.217391,0.652174,10.000000,23,0,13070,13070,0,5417,0,5417,18487,0.023904,0.003297,1.000000,0.000330,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,23,0.434783,0.217391,0.652174,10.000000,23,0,13070,13070,0,5417,0,5417,18487,0.011095,0.001530,1.000000,0.000153,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@12,observed_free,USD,23,0.434783,0.217391,0.652174,10.000000,276,23,230071,156872,73199,58838,1127,59965,290036,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_miss,CNY,23,0.434783,0.217391,0.652174,10.000000,276,23,230071,156872,73199,58838,1127,59965,290036,0.350001,0.048276,14.642402,0.004828,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_hit,CNY,23,0.434783,0.217391,0.652174,10.000000,276,23,230071,156872,73199,58838,1127,59965,290036,0.124531,0.017177,11.226797,0.001718,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@12,observed_free,USD,23,1.000000,1.000000,1.000000,23.000000,276,0,156872,156872,0,58838,0,58838,215710,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_miss,CNY,23,1.000000,1.000000,1.000000,23.000000,276,0,156872,156872,0,58838,0,58838,215710,0.274548,0.037869,11.485896,0.001646,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_hit,CNY,23,1.000000,1.000000,1.000000,23.000000,276,0,156872,156872,0,58838,0,58838,215710,0.120813,0.016664,10.891503,0.000725,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@12,observed_free,USD,23,1.000000,1.000000,1.000000,23.000000,276,0,156872,156872,0,58838,0,58838,215710,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_miss,CNY,23,1.000000,1.000000,1.000000,23.000000,276,0,156872,156872,0,58838,0,58838,215710,0.274548,0.037869,11.485896,0.001646,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_hit,CNY,23,1.000000,1.000000,1.000000,23.000000,276,0,156872,156872,0,58838,0,58838,215710,0.120813,0.016664,10.891503,0.000725,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,23,0.434783,0.217391,0.652174,10.000000,23,0,13070,13070,0,5417,0,5417,18487,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,23,0.434783,0.217391,0.652174,10.000000,23,0,13070,13070,0,5417,0,5417,18487,0.023904,0.003297,1.000000,0.000330,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,23,0.434783,0.217391,0.652174,10.000000,23,0,13070,13070,0,5417,0,5417,18487,0.011095,0.001530,1.000000,0.000153,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,500,0.694000,0.654000,0.734000,347.000000,6000,500,3853414,2897383,956031,686537,24500,711037,4564451,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,500,0.694000,0.654000,0.734000,347.000000,6000,500,3853414,2897383,956031,686537,24500,711037,4564451,0.738568,0.738568,14.771951,0.002128,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,500,0.694000,0.654000,0.734000,347.000000,6000,500,3853414,2897383,956031,686537,24500,711037,4564451,0.209880,0.209880,12.431440,0.000605,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,500,0.998000,0.994000,1.000000,499.000000,6000,0,2897383,2897383,0,686537,0,686537,3583920,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,500,0.998000,0.994000,1.000000,499.000000,6000,0,2897383,2897383,0,686537,0,686537,3583920,0.597864,0.597864,11.957758,0.001198,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,500,0.998000,0.994000,1.000000,499.000000,6000,0,2897383,2897383,0,686537,0,686537,3583920,0.200343,0.200343,11.866552,0.000401,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,500,1.000000,1.000000,1.000000,500.000000,6000,0,2897383,2897383,0,686537,0,686537,3583920,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,500,1.000000,1.000000,1.000000,500.000000,6000,0,2897383,2897383,0,686537,0,686537,3583920,0.597864,0.597864,11.957758,0.001196,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,500,1.000000,1.000000,1.000000,500.000000,6000,0,2897383,2897383,0,686537,0,686537,3583920,0.200343,0.200343,11.866552,0.000401,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,500,0.576000,0.532000,0.620000,288.000000,500,0,241366,241366,0,57882,0,57882,299248,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,500,0.576000,0.532000,0.620000,288.000000,500,0,241366,241366,0,57882,0,57882,299248,0.049998,0.049998,1.000000,0.000174,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,500,0.576000,0.532000,0.620000,288.000000,500,0,241366,241366,0,57882,0,57882,299248,0.016883,0.016883,1.000000,0.000059,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,494,0.621457,0.578947,0.663968,307.000000,5928,494,3809452,2863603,945849,679509,24206,703715,4513167,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,494,0.621457,0.578947,0.663968,307.000000,5928,494,3809452,2863603,945849,679509,24206,703715,4513167,1.585428,0.728306,14.736772,0.002372,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,494,0.621457,0.578947,0.663968,307.000000,5928,494,3809452,2863603,945849,679509,24206,703715,4513167,0.265610,0.207567,12.435119,0.000676,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,494,0.997976,0.993927,1.000000,493.000000,5928,0,2863603,2863603,0,679509,0,679509,3543112,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,494,0.997976,0.993927,1.000000,493.000000,5928,0,2863603,2863603,0,679509,0,679509,3543112,0.591167,0.591167,11.961858,0.001199,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,494,0.997976,0.993927,1.000000,493.000000,5928,0,2863603,2863603,0,679509,0,679509,3543112,0.198281,0.198281,11.878804,0.000402,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,494,1.000000,1.000000,1.000000,494.000000,5928,0,2863603,2863603,0,679509,0,679509,3543112,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,494,1.000000,1.000000,1.000000,494.000000,5928,0,2863603,2863603,0,679509,0,679509,3543112,0.591167,0.591167,11.961858,0.001197,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,494,1.000000,1.000000,1.000000,494.000000,5928,0,2863603,2863603,0,679509,0,679509,3543112,0.198281,0.198281,11.878804,0.000401,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,494,0.576923,0.532389,0.619433,285.000000,494,0,238551,238551,0,57227,0,57227,295778,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,494,0.576923,0.532389,0.619433,285.000000,494,0,238551,238551,0,57227,0,57227,295778,0.049421,0.049421,1.000000,0.000173,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,494,0.576923,0.532389,0.619433,285.000000,494,0,238551,238551,0,57227,0,57227,295778,0.016692,0.016692,1.000000,0.000059,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,499,0.825651,0.791583,0.857715,412.000000,5988,499,3111977,2367992,743985,518671,24451,543122,3655099,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,499,0.825651,0.791583,0.857715,412.000000,5988,499,3111977,2367992,743985,518671,24451,543122,3655099,0.587751,0.587751,14.856453,0.001427,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,499,0.825651,0.791583,0.857715,412.000000,5988,499,3111977,2367992,743985,518671,24451,543122,3655099,0.160788,0.160788,12.866128,0.000390,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,499,0.995992,0.989980,1.000000,497.000000,5988,0,2367992,2367992,0,518671,0,518671,2886663,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,499,0.995992,0.989980,1.000000,497.000000,5988,0,2367992,2367992,0,518671,0,518671,2886663,0.476747,0.476747,12.050629,0.000959,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,499,0.995992,0.989980,1.000000,497.000000,5988,0,2367992,2367992,0,518671,0,518671,2886663,0.151858,0.151858,12.151556,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,499,1.000000,1.000000,1.000000,499.000000,5988,0,2367992,2367992,0,518671,0,518671,2886663,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,499,1.000000,1.000000,1.000000,499.000000,5988,0,2367992,2367992,0,518671,0,518671,2886663,0.476747,0.476747,12.050629,0.000955,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,499,1.000000,1.000000,1.000000,499.000000,5988,0,2367992,2367992,0,518671,0,518671,2886663,0.151858,0.151858,12.151556,0.000304,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,499,0.547094,0.503006,0.591182,273.000000,499,0,197267,197267,0,42660,0,42660,239927,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,499,0.547094,0.503006,0.591182,273.000000,499,0,197267,197267,0,42660,0,42660,239927,0.039562,0.039562,1.000000,0.000145,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,499,0.547094,0.503006,0.591182,273.000000,499,0,197267,197267,0,42660,0,42660,239927,0.012497,0.012497,1.000000,0.000046,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,493,0.780933,0.744422,0.817444,385.000000,5916,493,3055361,2322644,732717,511519,24157,535676,3591037,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,493,0.780933,0.744422,0.817444,385.000000,5916,493,3055361,2322644,732717,511519,24157,535676,3591037,1.249426,0.576124,14.812289,0.001496,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,493,0.780933,0.744422,0.817444,385.000000,5916,493,3055361,2322644,732717,511519,24157,535676,3591037,0.212697,0.158414,12.829122,0.000411,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,493,0.995943,0.989858,1.000000,491.000000,5916,0,2322644,2322644,0,511519,0,511519,2834163,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,493,0.995943,0.989858,1.000000,491.000000,5916,0,2322644,2322644,0,511519,0,511519,2834163,0.468395,0.468395,12.042550,0.000954,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,493,0.995943,0.989858,1.000000,491.000000,5916,0,2322644,2322644,0,511519,0,511519,2834163,0.149729,0.149729,12.125769,0.000305,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,493,1.000000,1.000000,1.000000,493.000000,5916,0,2322644,2322644,0,511519,0,511519,2834163,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,493,1.000000,1.000000,1.000000,493.000000,5916,0,2322644,2322644,0,511519,0,511519,2834163,0.468395,0.468395,12.042550,0.000950,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,493,1.000000,1.000000,1.000000,493.000000,5916,0,2322644,2322644,0,511519,0,511519,2834163,0.149729,0.149729,12.125769,0.000304,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,493,0.549696,0.505071,0.594320,271.000000,493,0,193488,193488,0,42166,0,42166,235654,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,493,0.549696,0.505071,0.594320,271.000000,493,0,193488,193488,0,42166,0,42166,235654,0.038895,0.038895,1.000000,0.000144,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,493,0.549696,0.505071,0.594320,271.000000,493,0,193488,193488,0,42166,0,42166,235654,0.012348,0.012348,1.000000,0.000046,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@12,observed_free,USD,319,0.893417,0.858934,0.924765,285.000000,3828,319,2034611,1259015,775596,652809,15631,668440,2703051,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_miss,MIXED,319,0.893417,0.858934,0.924765,285.000000,3828,319,2034611,1259015,775596,652809,15631,668440,2703051,2.677593,0.466703,15.750498,0.001638,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_hit,MIXED,319,0.893417,0.858934,0.924765,285.000000,3828,319,2034611,1259015,775596,652809,15631,668440,2703051,1.337347,0.190107,12.297497,0.000667,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@12,observed_free,USD,319,1.000000,1.000000,1.000000,319.000000,3828,0,1259015,1259015,0,652809,0,652809,1911824,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_miss,MIXED,319,1.000000,1.000000,1.000000,319.000000,3828,0,1259015,1259015,0,652809,0,652809,1911824,2.564633,0.353742,11.938240,0.001109,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_hit,MIXED,319,1.000000,1.000000,1.000000,319.000000,3828,0,1259015,1259015,0,652809,0,652809,1911824,1.330798,0.183558,11.873860,0.000575,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@12,observed_free,USD,319,1.000000,1.000000,1.000000,319.000000,3828,0,1259015,1259015,0,652809,0,652809,1911824,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_miss,MIXED,319,1.000000,1.000000,1.000000,319.000000,3828,0,1259015,1259015,0,652809,0,652809,1911824,2.564633,0.353742,11.938240,0.001109,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_hit,MIXED,319,1.000000,1.000000,1.000000,319.000000,3828,0,1259015,1259015,0,652809,0,652809,1911824,1.330798,0.183558,11.873860,0.000575,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,319,0.570533,0.517241,0.623824,182.000000,319,0,104846,104846,0,54991,0,54991,159837,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,319,0.570533,0.517241,0.623824,182.000000,319,0,104846,104846,0,54991,0,54991,159837,0.214828,0.029631,1.000000,0.000163,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,319,0.570533,0.517241,0.623824,182.000000,319,0,104846,104846,0,54991,0,54991,159837,0.112079,0.015459,1.000000,0.000085,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@12,observed_free,USD,311,0.897106,0.861736,0.929260,279.000000,3732,311,1988423,1227336,761087,641386,15239,656625,2645048,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_miss,CNY,311,0.897106,0.861736,0.929260,279.000000,3732,311,1988423,1227336,761087,641386,15239,656625,2645048,3.301673,0.455403,15.739372,0.001632,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_hit,CNY,311,0.897106,0.861736,0.929260,279.000000,3732,311,1988423,1227336,761087,641386,15239,656625,2645048,1.353018,0.186623,12.344424,0.000669,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@12,observed_free,USD,311,1.000000,1.000000,1.000000,311.000000,3732,0,1227336,1227336,0,641386,0,641386,1868722,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_miss,CNY,311,1.000000,1.000000,1.000000,311.000000,3732,0,1227336,1227336,0,641386,0,641386,1868722,2.510108,0.346222,11.965922,0.001113,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_hit,CNY,311,1.000000,1.000000,1.000000,311.000000,3732,0,1227336,1227336,0,641386,0,641386,1868722,1.307319,0.180320,11.927504,0.000580,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@12,observed_free,USD,311,1.000000,1.000000,1.000000,311.000000,3732,0,1227336,1227336,0,641386,0,641386,1868722,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_miss,CNY,311,1.000000,1.000000,1.000000,311.000000,3732,0,1227336,1227336,0,641386,0,641386,1868722,2.510108,0.346222,11.965922,0.001113,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_hit,CNY,311,1.000000,1.000000,1.000000,311.000000,3732,0,1227336,1227336,0,641386,0,641386,1868722,1.307319,0.180320,11.927504,0.000580,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,311,0.578778,0.524116,0.633441,180.000000,311,0,102207,102207,0,53782,0,53782,155989,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,311,0.578778,0.524116,0.633441,180.000000,311,0,102207,102207,0,53782,0,53782,155989,0.209771,0.028934,1.000000,0.000161,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,311,0.578778,0.524116,0.633441,180.000000,311,0,102207,102207,0,53782,0,53782,155989,0.109608,0.015118,1.000000,0.000084,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,499,0.705411,0.665331,0.745491,352.000000,5988,499,10002920,8611107,1391813,646189,24451,670640,10673560,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,499,0.705411,0.665331,0.745491,352.000000,5988,499,10002920,8611107,1391813,646189,24451,670640,10673560,1.588188,1.588188,13.780732,0.004512,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,499,0.705411,0.665331,0.745491,352.000000,5988,499,10002920,8611107,1391813,646189,24451,670640,10673560,0.215787,0.215787,12.843700,0.000613,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,499,0.749499,0.711423,0.787575,374.000000,5988,0,8611107,8611107,0,646189,0,646189,9257296,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,499,0.749499,0.711423,0.787575,374.000000,5988,0,8611107,8611107,0,646189,0,646189,9257296,1.386488,1.386488,12.030578,0.003707,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,499,0.749499,0.711423,0.787575,374.000000,5988,0,8611107,8611107,0,646189,0,646189,9257296,0.205044,0.205044,12.204274,0.000548,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,499,1.000000,1.000000,1.000000,499.000000,5988,0,8611107,8611107,0,646189,0,646189,9257296,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,499,1.000000,1.000000,1.000000,499.000000,5988,0,8611107,8611107,0,646189,0,646189,9257296,1.386488,1.386488,12.030578,0.002779,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,499,1.000000,1.000000,1.000000,499.000000,5988,0,8611107,8611107,0,646189,0,646189,9257296,0.205044,0.205044,12.204274,0.000411,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,499,0.565130,0.521042,0.609218,282.000000,499,0,717540,717540,0,52828,0,52828,770368,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,499,0.565130,0.521042,0.609218,282.000000,499,0,717540,717540,0,52828,0,52828,770368,0.115247,0.115247,1.000000,0.000409,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,499,0.565130,0.521042,0.609218,282.000000,499,0,717540,717540,0,52828,0,52828,770368,0.016801,0.016801,1.000000,0.000060,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,musr,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,497,0.639839,0.597586,0.682093,318.000000,5964,497,9960013,8574175,1385838,643407,24353,667760,10627773,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,musr,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,497,0.639839,0.597586,0.682093,318.000000,5964,497,9960013,8574175,1385838,643407,24353,667760,10627773,2.815082,1.578407,13.754462,0.004964,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,musr,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,497,0.639839,0.597586,0.682093,318.000000,5964,497,9960013,8574175,1385838,643407,24353,667760,10627773,0.280584,0.214703,12.831879,0.000675,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,497,0.748491,0.710262,0.786720,372.000000,5964,0,8574175,8574175,0,643407,0,643407,9217582,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,497,0.748491,0.710262,0.786720,372.000000,5964,0,8574175,8574175,0,643407,0,643407,9217582,1.380538,1.380538,12.030203,0.003711,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,497,0.748491,0.710262,0.786720,372.000000,5964,0,8574175,8574175,0,643407,0,643407,9217582,0.204162,0.204162,12.201889,0.000549,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,497,1.000000,1.000000,1.000000,497.000000,5964,0,8574175,8574175,0,643407,0,643407,9217582,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,497,1.000000,1.000000,1.000000,497.000000,5964,0,8574175,8574175,0,643407,0,643407,9217582,1.380538,1.380538,12.030203,0.002778,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,497,1.000000,1.000000,1.000000,497.000000,5964,0,8574175,8574175,0,643407,0,643407,9217582,0.204162,0.204162,12.201889,0.000411,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,497,0.561368,0.517103,0.605634,279.000000,497,0,714463,714463,0,52611,0,52611,767074,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,497,0.561368,0.517103,0.605634,279.000000,497,0,714463,714463,0,52611,0,52611,767074,0.114756,0.114756,1.000000,0.000411,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,497,0.561368,0.517103,0.605634,279.000000,497,0,714463,714463,0,52611,0,52611,767074,0.016732,0.016732,1.000000,0.000060,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,musr,mimo,deepseek,mimo_to_deepseek,rank@12,observed_free,USD,376,0.672872,0.625000,0.720745,253.000000,4512,376,7933136,6631545,1301591,727837,18424,746261,8679397,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,musr,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_miss,MIXED,376,0.672872,0.625000,0.720745,253.000000,4512,376,7933136,6631545,1301591,727837,18424,746261,8679397,8.274600,1.302860,14.146145,0.005150,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,musr,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_hit,MIXED,376,0.672872,0.625000,0.720745,253.000000,4512,376,7933136,6631545,1301591,727837,18424,746261,8679397,1.597108,0.227880,13.092789,0.000901,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@12,observed_free,USD,376,0.659574,0.611702,0.707447,248.000000,4512,0,6631545,6631545,0,727837,0,727837,7359382,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_miss,MIXED,376,0.659574,0.611702,0.707447,248.000000,4512,0,6631545,6631545,0,727837,0,727837,7359382,8.087219,1.115478,12.111596,0.004498,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_hit,MIXED,376,0.659574,0.611702,0.707447,248.000000,4512,0,6631545,6631545,0,727837,0,727837,7359382,1.588305,0.219077,12.587015,0.000883,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@12,observed_free,USD,376,1.000000,1.000000,1.000000,376.000000,4512,0,6631545,6631545,0,727837,0,727837,7359382,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_miss,MIXED,376,1.000000,1.000000,1.000000,376.000000,4512,0,6631545,6631545,0,727837,0,727837,7359382,8.087219,1.115478,12.111596,0.002967,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_hit,MIXED,376,1.000000,1.000000,1.000000,376.000000,4512,0,6631545,6631545,0,727837,0,727837,7359382,1.588305,0.219077,12.587015,0.000583,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,376,0.640957,0.593085,0.688830,241.000000,376,0,552587,552587,0,57568,0,57568,610155,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,376,0.640957,0.593085,0.688830,241.000000,376,0,552587,552587,0,57568,0,57568,610155,0.667723,0.092100,1.000000,0.000382,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,376,0.640957,0.593085,0.688830,241.000000,376,0,552587,552587,0,57568,0,57568,610155,0.126188,0.017405,1.000000,0.000072,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,musr,mimo,mimo,mimo_to_mimo,rank@12,observed_free,USD,371,0.722372,0.676550,0.768194,268.000000,4452,371,7826315,6542072,1284243,718223,18179,736402,8562717,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,musr,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_miss,CNY,371,0.722372,0.676550,0.768194,268.000000,4452,371,7826315,6542072,1284243,718223,18179,736402,8562717,9.299119,1.282637,14.116319,0.004786,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,musr,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_hit,CNY,371,0.722372,0.676550,0.768194,268.000000,4452,371,7826315,6542072,1284243,718223,18179,736402,8562717,1.629330,0.224735,13.085007,0.000839,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@12,observed_free,USD,371,0.654987,0.606469,0.703504,243.000000,4452,0,6542072,6542072,0,718223,0,718223,7260295,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_miss,CNY,371,0.654987,0.606469,0.703504,243.000000,4452,0,6542072,6542072,0,718223,0,718223,7260295,7.978518,1.100485,12.111609,0.004529,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_hit,CNY,371,0.654987,0.606469,0.703504,243.000000,4452,0,6542072,6542072,0,718223,0,718223,7260295,1.567287,0.216178,12.586783,0.000890,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@12,observed_free,USD,371,1.000000,1.000000,1.000000,371.000000,4452,0,6542072,6542072,0,718223,0,718223,7260295,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_miss,CNY,371,1.000000,1.000000,1.000000,371.000000,4452,0,6542072,6542072,0,718223,0,718223,7260295,7.978518,1.100485,12.111609,0.002966,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_hit,CNY,371,1.000000,1.000000,1.000000,371.000000,4452,0,6542072,6542072,0,718223,0,718223,7260295,1.567287,0.216178,12.586783,0.000583,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,371,0.636119,0.587601,0.684636,236.000000,371,0,545132,545132,0,56807,0,56807,601939,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,371,0.636119,0.587601,0.684636,236.000000,371,0,545132,545132,0,56807,0,56807,601939,0.658746,0.090862,1.000000,0.000385,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,371,0.636119,0.587601,0.684636,236.000000,371,0,545132,545132,0,56807,0,56807,601939,0.124517,0.017175,1.000000,0.000073,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,1487,0.916611,0.902488,0.930061,1363.000000,17844,1487,12652245,9971094,2681151,1766847,72863,1839710,14491955,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,1487,0.916611,0.902488,0.930061,1363.000000,17844,1487,12652245,9971094,2681151,1766847,72863,1839710,14491955,2.286433,2.286433,14.534107,0.001678,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,1487,0.916611,0.902488,0.930061,1363.000000,17844,1487,12652245,9971094,2681151,1766847,72863,1839710,14491955,0.550545,0.550545,12.702930,0.000404,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,1487,1.000000,1.000000,1.000000,1487.000000,17844,0,9971094,9971094,0,1766847,0,1766847,11737941,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,1487,1.000000,1.000000,1.000000,1487.000000,17844,0,9971094,9971094,0,1766847,0,1766847,11737941,1.890670,1.890670,12.018371,0.001271,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,1487,1.000000,1.000000,1.000000,1487.000000,17844,0,9971094,9971094,0,1766847,0,1766847,11737941,0.522636,0.522636,12.058976,0.000351,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,1487,1.000000,1.000000,1.000000,1487.000000,17844,0,9971094,9971094,0,1766847,0,1766847,11737941,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,1487,1.000000,1.000000,1.000000,1487.000000,17844,0,9971094,9971094,0,1766847,0,1766847,11737941,1.890670,1.890670,12.018371,0.001271,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,1487,1.000000,1.000000,1.000000,1487.000000,17844,0,9971094,9971094,0,1766847,0,1766847,11737941,0.522636,0.522636,12.058976,0.000351,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,1487,0.792199,0.771352,0.812374,1178.000000,1487,0,830721,830721,0,146477,0,146477,977198,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,1487,0.792199,0.771352,0.812374,1178.000000,1487,0,830721,830721,0,146477,0,146477,977198,0.157315,0.157315,1.000000,0.000134,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,1487,0.792199,0.771352,0.812374,1178.000000,1487,0,830721,830721,0,146477,0,146477,977198,0.043340,0.043340,1.000000,0.000037,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,1473,0.816701,0.797013,0.836388,1203.000000,17676,1473,12528046,9873771,2654275,1748858,72177,1821035,14349081,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,1473,0.816701,0.797013,0.836388,1203.000000,17676,1473,12528046,9873771,2654275,1748858,72177,1821035,14349081,4.670637,2.258026,14.498038,0.001877,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,1473,0.816701,0.797013,0.836388,1203.000000,17676,1473,12528046,9873771,2654275,1748858,72177,1821035,14349081,0.714766,0.544560,12.698146,0.000453,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,1473,1.000000,1.000000,1.000000,1473.000000,17676,0,9873771,9873771,0,1748858,0,1748858,11622629,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,1473,1.000000,1.000000,1.000000,1473.000000,17676,0,9873771,9873771,0,1748858,0,1748858,11622629,1.872008,1.872008,12.019545,0.001271,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,1473,1.000000,1.000000,1.000000,1473.000000,17676,0,9873771,9873771,0,1748858,0,1748858,11622629,0.517327,0.517327,12.063122,0.000351,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,1473,1.000000,1.000000,1.000000,1473.000000,17676,0,9873771,9873771,0,1748858,0,1748858,11622629,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,1473,1.000000,1.000000,1.000000,1473.000000,17676,0,9873771,9873771,0,1748858,0,1748858,11622629,1.872008,1.872008,12.019545,0.001271,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,1473,1.000000,1.000000,1.000000,1473.000000,17676,0,9873771,9873771,0,1748858,0,1748858,11622629,0.517327,0.517327,12.063122,0.000351,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,1473,0.792261,0.771215,0.812627,1167.000000,1473,0,822614,822614,0,144933,0,144933,967547,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,1473,0.792261,0.771215,0.812627,1167.000000,1473,0,822614,822614,0,144933,0,144933,967547,0.155747,0.155747,1.000000,0.000133,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,1473,0.792261,0.771215,0.812627,1167.000000,1473,0,822614,822614,0,144933,0,144933,967547,0.042885,0.042885,1.000000,0.000037,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@12,observed_free,USD,23,1.000000,1.000000,1.000000,23.000000,276,23,193703,143134,50569,37348,1127,38475,232178,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_miss,MIXED,23,1.000000,1.000000,1.000000,23.000000,276,23,193703,143134,50569,37348,1127,38475,232178,0.225225,0.037441,15.407819,0.001628,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_hit,MIXED,23,1.000000,1.000000,1.000000,23.000000,276,23,193703,143134,50569,37348,1127,38475,232178,0.078016,0.011155,13.620269,0.000485,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@12,observed_free,USD,23,1.000000,1.000000,1.000000,23.000000,276,0,143134,143134,0,37348,0,37348,180482,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_miss,MIXED,23,1.000000,1.000000,1.000000,23.000000,276,0,143134,143134,0,37348,0,37348,180482,0.217830,0.030046,12.364609,0.001306,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_hit,MIXED,23,1.000000,1.000000,1.000000,23.000000,276,0,143134,143134,0,37348,0,37348,180482,0.077559,0.010698,13.062271,0.000465,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@12,observed_free,USD,23,1.000000,1.000000,1.000000,23.000000,276,0,143134,143134,0,37348,0,37348,180482,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_miss,MIXED,23,1.000000,1.000000,1.000000,23.000000,276,0,143134,143134,0,37348,0,37348,180482,0.217830,0.030046,12.364609,0.001306,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_hit,MIXED,23,1.000000,1.000000,1.000000,23.000000,276,0,143134,143134,0,37348,0,37348,180482,0.077559,0.010698,13.062271,0.000465,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,23,0.869565,0.739130,1.000000,20.000000,23,0,11924,11924,0,2848,0,2848,14772,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,23,0.869565,0.739130,1.000000,20.000000,23,0,11924,11924,0,2848,0,2848,14772,0.017620,0.002430,1.000000,0.000122,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,23,0.869565,0.739130,1.000000,20.000000,23,0,11924,11924,0,2848,0,2848,14772,0.005934,0.000819,1.000000,0.000041,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@12,observed_free,USD,23,0.869565,0.739130,1.000000,20.000000,276,23,193703,143134,50569,37348,1127,38475,232178,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_miss,CNY,23,0.869565,0.739130,1.000000,20.000000,276,23,193703,143134,50569,37348,1127,38475,232178,0.270653,0.037331,15.362551,0.001867,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_hit,CNY,23,0.869565,0.739130,1.000000,20.000000,276,23,193703,143134,50569,37348,1127,38475,232178,0.080824,0.011148,13.611722,0.000557,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@12,observed_free,USD,23,1.000000,1.000000,1.000000,23.000000,276,0,143134,143134,0,37348,0,37348,180482,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_miss,CNY,23,1.000000,1.000000,1.000000,23.000000,276,0,143134,143134,0,37348,0,37348,180482,0.217830,0.030046,12.364609,0.001306,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_hit,CNY,23,1.000000,1.000000,1.000000,23.000000,276,0,143134,143134,0,37348,0,37348,180482,0.077559,0.010698,13.062271,0.000465,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@12,observed_free,USD,23,1.000000,1.000000,1.000000,23.000000,276,0,143134,143134,0,37348,0,37348,180482,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_miss,CNY,23,1.000000,1.000000,1.000000,23.000000,276,0,143134,143134,0,37348,0,37348,180482,0.217830,0.030046,12.364609,0.001306,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_hit,CNY,23,1.000000,1.000000,1.000000,23.000000,276,0,143134,143134,0,37348,0,37348,180482,0.077559,0.010698,13.062271,0.000465,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,23,0.869565,0.739130,1.000000,20.000000,23,0,11924,11924,0,2848,0,2848,14772,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,23,0.869565,0.739130,1.000000,20.000000,23,0,11924,11924,0,2848,0,2848,14772,0.017620,0.002430,1.000000,0.000122,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,23,0.869565,0.739130,1.000000,20.000000,23,0,11924,11924,0,2848,0,2848,14772,0.005934,0.000819,1.000000,0.000041,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,66,0.939394,0.878788,0.984848,62.000000,792,66,515738,389417,126321,90159,3234,93393,609131,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,66,0.939394,0.878788,0.984848,62.000000,792,66,515738,389417,126321,90159,3234,93393,609131,0.098353,0.098353,14.741157,0.001586,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,66,0.939394,0.878788,0.984848,62.000000,792,66,515738,389417,126321,90159,3234,93393,609131,0.027594,0.027594,12.429730,0.000445,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,66,1.000000,1.000000,1.000000,66.000000,792,0,389417,389417,0,90159,0,90159,479576,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,66,1.000000,1.000000,1.000000,66.000000,792,0,389417,389417,0,90159,0,90159,479576,0.079763,0.079763,11.954886,0.001209,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,66,1.000000,1.000000,1.000000,66.000000,792,0,389417,389417,0,90159,0,90159,479576,0.026335,0.026335,11.862613,0.000399,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,66,1.000000,1.000000,1.000000,66.000000,792,0,389417,389417,0,90159,0,90159,479576,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,66,1.000000,1.000000,1.000000,66.000000,792,0,389417,389417,0,90159,0,90159,479576,0.079763,0.079763,11.954886,0.001209,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,66,1.000000,1.000000,1.000000,66.000000,792,0,389417,389417,0,90159,0,90159,479576,0.026335,0.026335,11.862613,0.000399,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,66,0.787879,0.681818,0.878788,52.000000,66,0,32445,32445,0,7605,0,7605,40050,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,66,0.787879,0.681818,0.878788,52.000000,66,0,32445,32445,0,7605,0,7605,40050,0.006672,0.006672,1.000000,0.000128,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,66,0.787879,0.681818,0.878788,52.000000,66,0,32445,32445,0,7605,0,7605,40050,0.002220,0.002220,1.000000,0.000043,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,66,0.818182,0.727273,0.909091,54.000000,792,66,515738,389417,126321,90159,3234,93393,609131,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,66,0.818182,0.727273,0.909091,54.000000,792,66,515738,389417,126321,90159,3234,93393,609131,0.212552,0.098079,14.700090,0.001816,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,66,0.818182,0.727273,0.909091,54.000000,792,66,515738,389417,126321,90159,3234,93393,609131,0.035329,0.027575,12.421171,0.000511,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,66,1.000000,1.000000,1.000000,66.000000,792,0,389417,389417,0,90159,0,90159,479576,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,66,1.000000,1.000000,1.000000,66.000000,792,0,389417,389417,0,90159,0,90159,479576,0.079763,0.079763,11.954886,0.001209,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,66,1.000000,1.000000,1.000000,66.000000,792,0,389417,389417,0,90159,0,90159,479576,0.026335,0.026335,11.862613,0.000399,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,66,1.000000,1.000000,1.000000,66.000000,792,0,389417,389417,0,90159,0,90159,479576,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,66,1.000000,1.000000,1.000000,66.000000,792,0,389417,389417,0,90159,0,90159,479576,0.079763,0.079763,11.954886,0.001209,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,66,1.000000,1.000000,1.000000,66.000000,792,0,389417,389417,0,90159,0,90159,479576,0.026335,0.026335,11.862613,0.000399,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,66,0.787879,0.681818,0.878788,52.000000,66,0,32445,32445,0,7605,0,7605,40050,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,66,0.787879,0.681818,0.878788,52.000000,66,0,32445,32445,0,7605,0,7605,40050,0.006672,0.006672,1.000000,0.000128,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,66,0.787879,0.681818,0.878788,52.000000,66,0,32445,32445,0,7605,0,7605,40050,0.002220,0.002220,1.000000,0.000043,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,220,0.781818,0.727273,0.836364,172.000000,2640,220,1674489,1258934,415555,298325,10780,309105,1983594,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,220,0.781818,0.727273,0.836364,172.000000,2640,220,1674489,1258934,415555,298325,10780,309105,1983594,0.320978,0.320978,14.823035,0.001866,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,220,0.781818,0.727273,0.836364,172.000000,2640,220,1674489,1258934,415555,298325,10780,309105,1983594,0.091238,0.091238,12.556840,0.000530,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,220,1.000000,1.000000,1.000000,220.000000,2640,0,1258934,1258934,0,298325,0,298325,1557259,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,220,1.000000,1.000000,1.000000,220.000000,2640,0,1258934,1258934,0,298325,0,298325,1557259,0.259782,0.259782,11.996952,0.001181,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,220,1.000000,1.000000,1.000000,220.000000,2640,0,1258934,1258934,0,298325,0,298325,1557259,0.087056,0.087056,11.981283,0.000396,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,220,1.000000,1.000000,1.000000,220.000000,2640,0,1258934,1258934,0,298325,0,298325,1557259,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,220,1.000000,1.000000,1.000000,220.000000,2640,0,1258934,1258934,0,298325,0,298325,1557259,0.259782,0.259782,11.996952,0.001181,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,220,1.000000,1.000000,1.000000,220.000000,2640,0,1258934,1258934,0,298325,0,298325,1557259,0.087056,0.087056,11.981283,0.000396,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,220,0.781818,0.727273,0.836364,172.000000,220,0,104870,104870,0,24900,0,24900,129770,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,220,0.781818,0.727273,0.836364,172.000000,220,0,104870,104870,0,24900,0,24900,129770,0.021654,0.021654,1.000000,0.000126,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,220,0.781818,0.727273,0.836364,172.000000,220,0,104870,104870,0,24900,0,24900,129770,0.007266,0.007266,1.000000,0.000042,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,220,0.681818,0.618182,0.740909,150.000000,2640,220,1673446,1258288,415158,297981,10780,308761,1982207,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,220,0.681818,0.618182,0.740909,150.000000,2640,220,1673446,1258288,415158,297981,10780,308761,1982207,0.696313,0.319832,14.783083,0.002132,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,220,0.681818,0.618182,0.740909,150.000000,2640,220,1673446,1258288,415158,297981,10780,308761,1982207,0.116821,0.091077,12.553687,0.000607,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,220,1.000000,1.000000,1.000000,220.000000,2640,0,1258288,1258288,0,297981,0,297981,1556269,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,220,1.000000,1.000000,1.000000,220.000000,2640,0,1258288,1258288,0,297981,0,297981,1556269,0.259595,0.259595,11.998844,0.001180,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,220,1.000000,1.000000,1.000000,220.000000,2640,0,1258288,1258288,0,297981,0,297981,1556269,0.086958,0.086958,11.985941,0.000395,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,220,1.000000,1.000000,1.000000,220.000000,2640,0,1258288,1258288,0,297981,0,297981,1556269,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,220,1.000000,1.000000,1.000000,220.000000,2640,0,1258288,1258288,0,297981,0,297981,1556269,0.259595,0.259595,11.998844,0.001180,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,220,1.000000,1.000000,1.000000,220.000000,2640,0,1258288,1258288,0,297981,0,297981,1556269,0.086958,0.086958,11.985941,0.000395,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,220,0.786364,0.731818,0.840909,173.000000,220,0,104817,104817,0,24861,0,24861,129678,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,220,0.786364,0.731818,0.840909,173.000000,220,0,104817,104817,0,24861,0,24861,129678,0.021635,0.021635,1.000000,0.000125,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,220,0.786364,0.731818,0.840909,173.000000,220,0,104817,104817,0,24861,0,24861,129678,0.007255,0.007255,1.000000,0.000042,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@12,observed_free,USD,1,1.000000,1.000000,1.000000,1.000000,12,1,8565,5688,2877,2347,49,2396,10961,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_miss,MIXED,1,1.000000,1.000000,1.000000,1.000000,12,1,8565,5688,2877,2347,49,2396,10961,0.010799,0.001849,16.657658,0.001849,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_hit,MIXED,1,1.000000,1.000000,1.000000,1.000000,12,1,8565,5688,2877,2347,49,2396,10961,0.004830,0.000685,14.574468,0.000685,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@12,observed_free,USD,1,1.000000,1.000000,1.000000,1.000000,12,0,5688,5688,0,2347,0,2347,8035,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_miss,MIXED,1,1.000000,1.000000,1.000000,1.000000,12,0,5688,5688,0,2347,0,2347,8035,0.010382,0.001432,12.900901,0.001432,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_hit,MIXED,1,1.000000,1.000000,1.000000,1.000000,12,0,5688,5688,0,2347,0,2347,8035,0.004808,0.000663,14.106383,0.000663,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@12,observed_free,USD,1,1.000000,1.000000,1.000000,1.000000,12,0,5688,5688,0,2347,0,2347,8035,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_miss,MIXED,1,1.000000,1.000000,1.000000,1.000000,12,0,5688,5688,0,2347,0,2347,8035,0.010382,0.001432,12.900901,0.001432,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_hit,MIXED,1,1.000000,1.000000,1.000000,1.000000,12,0,5688,5688,0,2347,0,2347,8035,0.004808,0.000663,14.106383,0.000663,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,1,1.000000,1.000000,1.000000,1.000000,1,0,474,474,0,167,0,167,641,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,1,1.000000,1.000000,1.000000,1.000000,1,0,474,474,0,167,0,167,641,0.000808,0.000111,1.000000,0.000111,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,1,1.000000,1.000000,1.000000,1.000000,1,0,474,474,0,167,0,167,641,0.000343,0.000047,1.000000,0.000047,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@12,observed_free,USD,1,0.000000,0.000000,0.000000,0.000000,12,1,8565,5688,2877,2347,49,2396,10961,0.000000,0.000000,,,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_miss,CNY,1,0.000000,0.000000,0.000000,0.000000,12,1,8565,5688,2877,2347,49,2396,10961,0.013357,0.001842,16.594595,,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_hit,CNY,1,0.000000,0.000000,0.000000,0.000000,12,1,8565,5688,2877,2347,49,2396,10961,0.004963,0.000685,14.574468,,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@12,observed_free,USD,1,1.000000,1.000000,1.000000,1.000000,12,0,5688,5688,0,2347,0,2347,8035,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_miss,CNY,1,1.000000,1.000000,1.000000,1.000000,12,0,5688,5688,0,2347,0,2347,8035,0.010382,0.001432,12.900901,0.001432,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_hit,CNY,1,1.000000,1.000000,1.000000,1.000000,12,0,5688,5688,0,2347,0,2347,8035,0.004808,0.000663,14.106383,0.000663,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@12,observed_free,USD,1,1.000000,1.000000,1.000000,1.000000,12,0,5688,5688,0,2347,0,2347,8035,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_miss,CNY,1,1.000000,1.000000,1.000000,1.000000,12,0,5688,5688,0,2347,0,2347,8035,0.010382,0.001432,12.900901,0.001432,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_hit,CNY,1,1.000000,1.000000,1.000000,1.000000,12,0,5688,5688,0,2347,0,2347,8035,0.004808,0.000663,14.106383,0.000663,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,1,1.000000,1.000000,1.000000,1.000000,1,0,474,474,0,167,0,167,641,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,1,1.000000,1.000000,1.000000,1.000000,1,0,474,474,0,167,0,167,641,0.000808,0.000111,1.000000,0.000111,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,1,1.000000,1.000000,1.000000,1.000000,1,0,474,474,0,167,0,167,641,0.000343,0.000047,1.000000,0.000047,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,499,0.937876,0.915832,0.957916,468.000000,5988,499,3814280,2894833,919447,650257,24451,674708,4488988,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,499,0.937876,0.915832,0.957916,468.000000,5988,499,3814280,2894833,919447,650257,24451,674708,4488988,0.722917,0.722917,14.800831,0.001545,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,499,0.937876,0.915832,0.957916,468.000000,5988,499,3814280,2894833,919447,650257,24451,674708,4488988,0.199598,0.199598,12.668063,0.000426,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,499,1.000000,1.000000,1.000000,499.000000,5988,0,2894833,2894833,0,650257,0,650257,3545090,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,499,1.000000,1.000000,1.000000,499.000000,5988,0,2894833,2894833,0,650257,0,650257,3545090,0.587349,0.587349,12.025244,0.001177,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,499,1.000000,1.000000,1.000000,499.000000,5988,0,2894833,2894833,0,650257,0,650257,3545090,0.190177,0.190177,12.070132,0.000381,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,499,1.000000,1.000000,1.000000,499.000000,5988,0,2894833,2894833,0,650257,0,650257,3545090,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,499,1.000000,1.000000,1.000000,499.000000,5988,0,2894833,2894833,0,650257,0,650257,3545090,0.587349,0.587349,12.025244,0.001177,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,499,1.000000,1.000000,1.000000,499.000000,5988,0,2894833,2894833,0,650257,0,650257,3545090,0.190177,0.190177,12.070132,0.000381,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,499,0.765531,0.727455,0.801603,382.000000,499,0,241160,241160,0,53860,0,53860,295020,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,499,0.765531,0.727455,0.801603,382.000000,499,0,241160,241160,0,53860,0,53860,295020,0.048843,0.048843,1.000000,0.000128,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,499,0.765531,0.727455,0.801603,382.000000,499,0,241160,241160,0,53860,0,53860,295020,0.015756,0.015756,1.000000,0.000041,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,488,0.831967,0.799180,0.864754,406.000000,5856,488,3731117,2831901,899216,635885,23912,659797,4390914,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,488,0.831967,0.799180,0.864754,406.000000,5856,488,3731117,2831901,899216,635885,23912,659797,4390914,1.521554,0.705140,14.763620,0.001737,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,488,0.831967,0.799180,0.864754,406.000000,5856,488,3731117,2831901,899216,635885,23912,659797,4390914,0.251785,0.195054,12.670781,0.000480,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,488,1.000000,1.000000,1.000000,488.000000,5856,0,2831901,2831901,0,635885,0,635885,3467786,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,488,1.000000,1.000000,1.000000,488.000000,5856,0,2831901,2831901,0,635885,0,635885,3467786,0.574514,0.574514,12.028684,0.001177,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,488,1.000000,1.000000,1.000000,488.000000,5856,0,2831901,2831901,0,635885,0,635885,3467786,0.185977,0.185977,12.081136,0.000381,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,488,1.000000,1.000000,1.000000,488.000000,5856,0,2831901,2831901,0,635885,0,635885,3467786,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,488,1.000000,1.000000,1.000000,488.000000,5856,0,2831901,2831901,0,635885,0,635885,3467786,0.574514,0.574514,12.028684,0.001177,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,488,1.000000,1.000000,1.000000,488.000000,5856,0,2831901,2831901,0,635885,0,635885,3467786,0.185977,0.185977,12.081136,0.000381,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,488,0.764344,0.725410,0.801230,373.000000,488,0,235917,235917,0,52620,0,52620,288537,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,488,0.764344,0.725410,0.801230,373.000000,488,0,235917,235917,0,52620,0,52620,288537,0.047762,0.047762,1.000000,0.000128,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,488,0.764344,0.725410,0.801230,373.000000,488,0,235917,235917,0,52620,0,52620,288537,0.015394,0.015394,1.000000,0.000041,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,498,0.951807,0.931727,0.969880,474.000000,5976,498,3023298,2321447,701851,480436,24402,504838,3528136,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,498,0.951807,0.931727,0.969880,474.000000,5976,498,3023298,2321447,701851,480436,24402,504838,3528136,0.564616,0.564616,14.753103,0.001191,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,498,0.951807,0.931727,0.969880,474.000000,5976,498,3023298,2321447,701851,480436,24402,504838,3528136,0.149820,0.149820,12.764761,0.000316,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,498,1.000000,1.000000,1.000000,498.000000,5976,0,2321447,2321447,0,480436,0,480436,2801883,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,498,1.000000,1.000000,1.000000,498.000000,5976,0,2321447,2321447,0,480436,0,480436,2801883,0.459525,0.459525,12.007133,0.000923,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,498,1.000000,1.000000,1.000000,498.000000,5976,0,2321447,2321447,0,480436,0,480436,2801883,0.141022,0.141022,12.015166,0.000283,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,498,1.000000,1.000000,1.000000,498.000000,5976,0,2321447,2321447,0,480436,0,480436,2801883,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,498,1.000000,1.000000,1.000000,498.000000,5976,0,2321447,2321447,0,480436,0,480436,2801883,0.459525,0.459525,12.007133,0.000923,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,498,1.000000,1.000000,1.000000,498.000000,5976,0,2321447,2321447,0,480436,0,480436,2801883,0.141022,0.141022,12.015166,0.000283,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,498,0.823293,0.789157,0.855422,410.000000,498,0,193394,193394,0,39984,0,39984,233378,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,498,0.823293,0.789157,0.855422,410.000000,498,0,193394,193394,0,39984,0,39984,233378,0.038271,0.038271,1.000000,0.000093,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,498,0.823293,0.789157,0.855422,410.000000,498,0,193394,193394,0,39984,0,39984,233378,0.011737,0.011737,1.000000,0.000029,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,497,0.883300,0.855131,0.911469,439.000000,5964,497,3016149,2315739,700410,479522,24353,503875,3520024,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,497,0.883300,0.855131,0.911469,439.000000,5964,497,3016149,2315739,700410,479522,24353,503875,3520024,1.207586,0.561796,14.713249,0.001280,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,497,0.883300,0.855131,0.911469,439.000000,5964,497,3016149,2315739,700410,479522,24353,503875,3520024,0.203464,0.149400,12.753970,0.000340,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,497,1.000000,1.000000,1.000000,497.000000,5964,0,2315739,2315739,0,479522,0,479522,2795261,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,497,1.000000,1.000000,1.000000,497.000000,5964,0,2315739,2315739,0,479522,0,479522,2795261,0.458470,0.458470,12.007176,0.000922,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,497,1.000000,1.000000,1.000000,497.000000,5964,0,2315739,2315739,0,479522,0,479522,2795261,0.140750,0.140750,12.015537,0.000283,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,497,1.000000,1.000000,1.000000,497.000000,5964,0,2315739,2315739,0,479522,0,479522,2795261,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,497,1.000000,1.000000,1.000000,497.000000,5964,0,2315739,2315739,0,479522,0,479522,2795261,0.458470,0.458470,12.007176,0.000922,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,497,1.000000,1.000000,1.000000,497.000000,5964,0,2315739,2315739,0,479522,0,479522,2795261,0.140750,0.140750,12.015537,0.000283,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,497,0.822938,0.788732,0.855131,409.000000,497,0,192919,192919,0,39908,0,39908,232827,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,497,0.822938,0.788732,0.855131,409.000000,497,0,192919,192919,0,39908,0,39908,232827,0.038183,0.038183,1.000000,0.000093,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,497,0.822938,0.788732,0.855131,409.000000,497,0,192919,192919,0,39908,0,39908,232827,0.011714,0.011714,1.000000,0.000029,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@12,observed_free,USD,18,1.000000,1.000000,1.000000,18.000000,216,18,102062,67878,34184,27514,882,28396,130458,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_miss,MIXED,18,1.000000,1.000000,1.000000,18.000000,216,18,102062,67878,34184,27514,882,28396,130458,0.127939,0.021985,16.094436,0.001221,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_hit,MIXED,18,1.000000,1.000000,1.000000,18.000000,216,18,102062,67878,34184,27514,882,28396,130458,0.056728,0.008120,13.488372,0.000451,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@12,observed_free,USD,18,1.000000,1.000000,1.000000,18.000000,216,0,67878,67878,0,27514,0,27514,95392,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_miss,MIXED,18,1.000000,1.000000,1.000000,18.000000,216,0,67878,67878,0,27514,0,27514,95392,0.122906,0.016953,12.410688,0.000942,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_hit,MIXED,18,1.000000,1.000000,1.000000,18.000000,216,0,67878,67878,0,27514,0,27514,95392,0.056386,0.007777,12.918605,0.000432,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@12,observed_free,USD,18,1.000000,1.000000,1.000000,18.000000,216,0,67878,67878,0,27514,0,27514,95392,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_miss,MIXED,18,1.000000,1.000000,1.000000,18.000000,216,0,67878,67878,0,27514,0,27514,95392,0.122906,0.016953,12.410688,0.000942,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_hit,MIXED,18,1.000000,1.000000,1.000000,18.000000,216,0,67878,67878,0,27514,0,27514,95392,0.056386,0.007777,12.918605,0.000432,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,18,0.888889,0.722222,1.000000,16.000000,18,0,5653,5653,0,2124,0,2124,7777,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,18,0.888889,0.722222,1.000000,16.000000,18,0,5653,5653,0,2124,0,2124,7777,0.009901,0.001366,1.000000,0.000085,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,18,0.888889,0.722222,1.000000,16.000000,18,0,5653,5653,0,2124,0,2124,7777,0.004361,0.000602,1.000000,0.000038,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@12,observed_free,USD,18,0.888889,0.722222,1.000000,16.000000,216,18,102062,67878,34184,27514,882,28396,130458,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_miss,CNY,18,0.888889,0.722222,1.000000,16.000000,216,18,102062,67878,34184,27514,882,28396,130458,0.158854,0.021911,16.040264,0.001369,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_hit,CNY,18,0.888889,0.722222,1.000000,16.000000,216,18,102062,67878,34184,27514,882,28396,130458,0.058833,0.008115,13.480066,0.000507,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@12,observed_free,USD,18,1.000000,1.000000,1.000000,18.000000,216,0,67878,67878,0,27514,0,27514,95392,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_miss,CNY,18,1.000000,1.000000,1.000000,18.000000,216,0,67878,67878,0,27514,0,27514,95392,0.122906,0.016953,12.410688,0.000942,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_hit,CNY,18,1.000000,1.000000,1.000000,18.000000,216,0,67878,67878,0,27514,0,27514,95392,0.056386,0.007777,12.918605,0.000432,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@12,observed_free,USD,18,1.000000,1.000000,1.000000,18.000000,216,0,67878,67878,0,27514,0,27514,95392,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_miss,CNY,18,1.000000,1.000000,1.000000,18.000000,216,0,67878,67878,0,27514,0,27514,95392,0.122906,0.016953,12.410688,0.000942,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_hit,CNY,18,1.000000,1.000000,1.000000,18.000000,216,0,67878,67878,0,27514,0,27514,95392,0.056386,0.007777,12.918605,0.000432,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,18,0.888889,0.722222,1.000000,16.000000,18,0,5653,5653,0,2124,0,2124,7777,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,18,0.888889,0.722222,1.000000,16.000000,18,0,5653,5653,0,2124,0,2124,7777,0.009901,0.001366,1.000000,0.000085,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,18,0.888889,0.722222,1.000000,16.000000,18,0,5653,5653,0,2124,0,2124,7777,0.004361,0.000602,1.000000,0.000038,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,204,0.916667,0.877451,0.950980,187.000000,2448,204,3624440,3106463,517977,247670,9996,257666,3882106,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,204,0.916667,0.877451,0.950980,187.000000,2448,204,3624440,3106463,517977,247670,9996,257666,3882106,0.579568,0.579568,13.840430,0.003099,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,204,0.916667,0.877451,0.950980,187.000000,2448,204,3624440,3106463,517977,247670,9996,257666,3882106,0.082295,0.082295,12.937431,0.000440,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,204,1.000000,1.000000,1.000000,204.000000,2448,0,3106463,3106463,0,247670,0,247670,3354133,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,204,1.000000,1.000000,1.000000,204.000000,2448,0,3106463,3106463,0,247670,0,247670,3354133,0.504252,0.504252,12.041839,0.002472,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,204,1.000000,1.000000,1.000000,204.000000,2448,0,3106463,3106463,0,247670,0,247670,3354133,0.078046,0.078046,12.269454,0.000383,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,204,1.000000,1.000000,1.000000,204.000000,2448,0,3106463,3106463,0,247670,0,247670,3354133,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,204,1.000000,1.000000,1.000000,204.000000,2448,0,3106463,3106463,0,247670,0,247670,3354133,0.504252,0.504252,12.041839,0.002472,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,204,1.000000,1.000000,1.000000,204.000000,2448,0,3106463,3106463,0,247670,0,247670,3354133,0.078046,0.078046,12.269454,0.000383,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,204,0.794118,0.735294,0.848039,162.000000,204,0,258852,258852,0,20128,0,20128,278980,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,204,0.794118,0.735294,0.848039,162.000000,204,0,258852,258852,0,20128,0,20128,278980,0.041875,0.041875,1.000000,0.000258,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,204,0.794118,0.735294,0.848039,162.000000,204,0,258852,258852,0,20128,0,20128,278980,0.006361,0.006361,1.000000,0.000039,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,musr,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,202,0.762376,0.702970,0.821782,154.000000,2424,202,3591596,3078426,513170,245311,9898,255209,3846805,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,musr,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,202,0.762376,0.702970,0.821782,154.000000,2424,202,3591596,3078426,513170,245311,9898,255209,3846805,1.032633,0.573179,13.813206,0.003722,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,musr,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,202,0.762376,0.702970,0.821782,154.000000,2424,202,3591596,3078426,513170,245311,9898,255209,3846805,0.107366,0.081453,12.926996,0.000529,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,202,1.000000,1.000000,1.000000,202.000000,2424,0,3078426,3078426,0,245311,0,245311,3323737,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,202,1.000000,1.000000,1.000000,202.000000,2424,0,3078426,3078426,0,245311,0,245311,3323737,0.499667,0.499667,12.041619,0.002474,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,202,1.000000,1.000000,1.000000,202.000000,2424,0,3078426,3078426,0,245311,0,245311,3323737,0.077307,0.077307,12.269005,0.000383,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,202,1.000000,1.000000,1.000000,202.000000,2424,0,3078426,3078426,0,245311,0,245311,3323737,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,202,1.000000,1.000000,1.000000,202.000000,2424,0,3078426,3078426,0,245311,0,245311,3323737,0.499667,0.499667,12.041619,0.002474,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,202,1.000000,1.000000,1.000000,202.000000,2424,0,3078426,3078426,0,245311,0,245311,3323737,0.077307,0.077307,12.269005,0.000383,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,202,0.792079,0.732673,0.846535,160.000000,202,0,256516,256516,0,19939,0,19939,276455,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,202,0.792079,0.732673,0.846535,160.000000,202,0,256516,256516,0,19939,0,19939,276455,0.041495,0.041495,1.000000,0.000259,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,202,0.792079,0.732673,0.846535,160.000000,202,0,256516,256516,0,19939,0,19939,276455,0.006301,0.006301,1.000000,0.000039,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,musr,mimo,deepseek,mimo_to_deepseek,rank@12,observed_free,USD,4,1.000000,1.000000,1.000000,4.000000,48,4,83076,69568,13508,7487,196,7683,90759,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,musr,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_miss,MIXED,4,1.000000,1.000000,1.000000,4.000000,48,4,83076,69568,13508,7487,196,7683,90759,0.086488,0.013607,14.278069,0.003402,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,musr,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_hit,MIXED,4,1.000000,1.000000,1.000000,4.000000,48,4,83076,69568,13508,7487,196,7683,90759,0.016458,0.002350,13.823529,0.000587,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@12,observed_free,USD,4,1.000000,1.000000,1.000000,4.000000,48,0,69568,69568,0,7487,0,7487,77055,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_miss,MIXED,4,1.000000,1.000000,1.000000,4.000000,48,0,69568,69568,0,7487,0,7487,77055,0.084542,0.011661,12.236097,0.002915,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_hit,MIXED,4,1.000000,1.000000,1.000000,4.000000,48,0,69568,69568,0,7487,0,7487,77055,0.016365,0.002257,13.276471,0.000564,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@12,observed_free,USD,4,1.000000,1.000000,1.000000,4.000000,48,0,69568,69568,0,7487,0,7487,77055,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_miss,MIXED,4,1.000000,1.000000,1.000000,4.000000,48,0,69568,69568,0,7487,0,7487,77055,0.084542,0.011661,12.236097,0.002915,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_hit,MIXED,4,1.000000,1.000000,1.000000,4.000000,48,0,69568,69568,0,7487,0,7487,77055,0.016365,0.002257,13.276471,0.000564,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,4,0.750000,0.250000,1.000000,3.000000,4,0,5797,5797,0,557,0,557,6354,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,4,0.750000,0.250000,1.000000,3.000000,4,0,5797,5797,0,557,0,557,6354,0.006911,0.000953,1.000000,0.000318,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,4,0.750000,0.250000,1.000000,3.000000,4,0,5797,5797,0,557,0,557,6354,0.001230,0.000170,1.000000,0.000057,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,musr,mimo,mimo,mimo_to_mimo,rank@12,observed_free,USD,4,1.000000,1.000000,1.000000,4.000000,48,4,83076,69568,13508,7487,196,7683,90759,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,musr,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_miss,CNY,4,1.000000,1.000000,1.000000,4.000000,48,4,83076,69568,13508,7487,196,7683,90759,0.098442,0.013578,14.247639,0.003395,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,musr,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_hit,CNY,4,1.000000,1.000000,1.000000,4.000000,48,4,83076,69568,13508,7487,196,7683,90759,0.017028,0.002349,13.817647,0.000587,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@12,observed_free,USD,4,1.000000,1.000000,1.000000,4.000000,48,0,69568,69568,0,7487,0,7487,77055,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_miss,CNY,4,1.000000,1.000000,1.000000,4.000000,48,0,69568,69568,0,7487,0,7487,77055,0.084542,0.011661,12.236097,0.002915,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_hit,CNY,4,1.000000,1.000000,1.000000,4.000000,48,0,69568,69568,0,7487,0,7487,77055,0.016365,0.002257,13.276471,0.000564,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@12,observed_free,USD,4,1.000000,1.000000,1.000000,4.000000,48,0,69568,69568,0,7487,0,7487,77055,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_miss,CNY,4,1.000000,1.000000,1.000000,4.000000,48,0,69568,69568,0,7487,0,7487,77055,0.084542,0.011661,12.236097,0.002915,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_hit,CNY,4,1.000000,1.000000,1.000000,4.000000,48,0,69568,69568,0,7487,0,7487,77055,0.016365,0.002257,13.276471,0.000564,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,4,0.750000,0.250000,1.000000,3.000000,4,0,5797,5797,0,557,0,557,6354,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,4,0.750000,0.250000,1.000000,3.000000,4,0,5797,5797,0,557,0,557,6354,0.006911,0.000953,1.000000,0.000318,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,4,0.750000,0.250000,1.000000,3.000000,4,0,5797,5797,0,557,0,557,6354,0.001230,0.000170,1.000000,0.000057,estimated diff --git a/data/external/evidence/formal/five_benchmark_cost_efficiency/balanced_pool_size_incremental_cost_effectiveness.csv b/data/external/evidence/formal/five_benchmark_cost_efficiency/balanced_pool_size_incremental_cost_effectiveness.csv new file mode 100644 index 0000000000000000000000000000000000000000..5dfd28416b8e60af51165a674b879154492b1eb9 --- /dev/null +++ b/data/external/evidence/formal/five_benchmark_cost_efficiency/balanced_pool_size_incremental_cost_effectiveness.csv @@ -0,0 +1,289 @@ +experiment_id,population,pool_size,benchmark,generator,selector,cell_id,cost_scenario,strategy_a,strategy_b,delta_accuracy,delta_correct_questions,delta_cost_usd_normalized,incremental_cost_per_extra_correct +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,majority@4,single@1,-0.147339,-310.000000,0.000000, +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,rank@4,majority@4,0.441065,928.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,oracle@4,majority@4,0.904468,1903.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,rank@4,single@1,0.293726,618.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,majority@4,single@1,-0.147339,-310.000000,0.204291, +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,rank@4,majority@4,0.441065,928.000000,0.017669,0.000019 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,oracle@4,majority@4,0.904468,1903.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,rank@4,single@1,0.293726,618.000000,0.221960,0.000359 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_miss,majority@4,single@1,-0.147339,-310.000000,0.791026, +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_miss,rank@4,majority@4,0.441065,928.000000,0.335005,0.000361 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_miss,oracle@4,majority@4,0.904468,1903.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_miss,rank@4,single@1,0.293726,618.000000,1.126031,0.001822 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,deepseek,mimo,deepseek_to_mimo,observed_free,majority@4,single@1,-0.147541,-315.000000,0.000000, +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,deepseek,mimo,deepseek_to_mimo,observed_free,rank@4,majority@4,0.332553,710.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,deepseek,mimo,deepseek_to_mimo,observed_free,oracle@4,majority@4,0.904450,1931.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,deepseek,mimo,deepseek_to_mimo,observed_free,rank@4,single@1,0.185012,395.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,deepseek,mimo,deepseek_to_mimo,paid_equivalent_cache_hit,majority@4,single@1,-0.147541,-315.000000,0.207269, +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,deepseek,mimo,deepseek_to_mimo,paid_equivalent_cache_hit,rank@4,majority@4,0.332553,710.000000,0.017665,0.000025 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,deepseek,mimo,deepseek_to_mimo,paid_equivalent_cache_hit,oracle@4,majority@4,0.904450,1931.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,deepseek,mimo,deepseek_to_mimo,paid_equivalent_cache_hit,rank@4,single@1,0.185012,395.000000,0.224934,0.000569 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,deepseek,mimo,deepseek_to_mimo,paid_equivalent_cache_miss,majority@4,single@1,-0.147541,-315.000000,0.802871, +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,deepseek,mimo,deepseek_to_mimo,paid_equivalent_cache_miss,rank@4,majority@4,0.332553,710.000000,0.334936,0.000472 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,deepseek,mimo,deepseek_to_mimo,paid_equivalent_cache_miss,oracle@4,majority@4,0.904450,1931.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,deepseek,mimo,deepseek_to_mimo,paid_equivalent_cache_miss,rank@4,single@1,0.185012,395.000000,1.137807,0.002881 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,mimo,deepseek,mimo_to_deepseek,observed_free,majority@4,single@1,-0.095684,-204.000000,0.000000, +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,mimo,deepseek,mimo_to_deepseek,observed_free,rank@4,majority@4,0.409943,874.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,mimo,deepseek,mimo_to_deepseek,observed_free,oracle@4,majority@4,0.863977,1842.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,mimo,deepseek,mimo_to_deepseek,observed_free,rank@4,single@1,0.314259,670.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,mimo,deepseek,mimo_to_deepseek,paid_equivalent_cache_hit,majority@4,single@1,-0.095684,-204.000000,0.339774, +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,mimo,deepseek,mimo_to_deepseek,paid_equivalent_cache_hit,rank@4,majority@4,0.409943,874.000000,0.019710,0.000023 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,mimo,deepseek,mimo_to_deepseek,paid_equivalent_cache_hit,oracle@4,majority@4,0.863977,1842.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,mimo,deepseek,mimo_to_deepseek,paid_equivalent_cache_hit,rank@4,single@1,0.314259,670.000000,0.359484,0.000537 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,mimo,deepseek,mimo_to_deepseek,paid_equivalent_cache_miss,majority@4,single@1,-0.095684,-204.000000,0.918739, +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,mimo,deepseek,mimo_to_deepseek,paid_equivalent_cache_miss,rank@4,majority@4,0.409943,874.000000,0.429723,0.000492 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,mimo,deepseek,mimo_to_deepseek,paid_equivalent_cache_miss,oracle@4,majority@4,0.863977,1842.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,mimo,deepseek,mimo_to_deepseek,paid_equivalent_cache_miss,rank@4,single@1,0.314259,670.000000,1.348462,0.002013 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,mimo,mimo,mimo_to_mimo,observed_free,majority@4,single@1,-0.101545,-217.000000,0.000000, +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,mimo,mimo,mimo_to_mimo,observed_free,rank@4,majority@4,0.330838,707.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,mimo,mimo,mimo_to_mimo,observed_free,oracle@4,majority@4,0.865700,1850.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,mimo,mimo,mimo_to_mimo,observed_free,rank@4,single@1,0.229293,490.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,mimo,mimo,mimo_to_mimo,paid_equivalent_cache_hit,majority@4,single@1,-0.101545,-217.000000,0.342206, +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,mimo,mimo,mimo_to_mimo,paid_equivalent_cache_hit,rank@4,majority@4,0.330838,707.000000,0.019462,0.000028 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,mimo,mimo,mimo_to_mimo,paid_equivalent_cache_hit,oracle@4,majority@4,0.865700,1850.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,mimo,mimo,mimo_to_mimo,paid_equivalent_cache_hit,rank@4,single@1,0.229293,490.000000,0.361668,0.000738 +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,__global__,mimo,mimo,mimo_to_mimo,paid_equivalent_cache_miss,majority@4,single@1,-0.101545,-217.000000,0.919351, 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+cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,__global__,mimo,mimo,mimo_to_mimo,paid_equivalent_cache_miss,rank@12,single@1,0.185028,131.000000,1.668744,0.012739 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,majority@12,single@1,0.207801,309.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,rank@12,majority@12,-0.083389,-124.000000,0.000000, +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,oracle@12,majority@12,0.000000,0.000000,0.000000, +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,rank@12,single@1,0.124412,185.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,majority@12,single@1,0.207801,309.000000,0.479296,0.001551 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,rank@12,majority@12,-0.083389,-124.000000,0.027909, +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,oracle@12,majority@12,0.000000,0.000000,0.000000, +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,rank@12,single@1,0.124412,185.000000,0.507205,0.002742 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_miss,majority@12,single@1,0.207801,309.000000,1.733355,0.005610 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_miss,rank@12,majority@12,-0.083389,-124.000000,0.395763, +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_miss,oracle@12,majority@12,0.000000,0.000000,0.000000, +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_miss,rank@12,single@1,0.124412,185.000000,2.129118,0.011509 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,deepseek,mimo,deepseek_to_mimo,observed_free,majority@12,single@1,0.207739,306.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,deepseek,mimo,deepseek_to_mimo,observed_free,rank@12,majority@12,-0.183299,-270.000000,0.000000, +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,deepseek,mimo,deepseek_to_mimo,observed_free,oracle@12,majority@12,0.000000,0.000000,0.000000, +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,deepseek,mimo,deepseek_to_mimo,observed_free,rank@12,single@1,0.024440,36.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,deepseek,mimo,deepseek_to_mimo,paid_equivalent_cache_hit,majority@12,single@1,0.207739,306.000000,0.474442,0.001550 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,deepseek,mimo,deepseek_to_mimo,paid_equivalent_cache_hit,rank@12,majority@12,-0.183299,-270.000000,0.027233, +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,deepseek,mimo,deepseek_to_mimo,paid_equivalent_cache_hit,oracle@12,majority@12,0.000000,0.000000,0.000000, +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,deepseek,mimo,deepseek_to_mimo,paid_equivalent_cache_hit,rank@12,single@1,0.024440,36.000000,0.501675,0.013935 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,deepseek,mimo,deepseek_to_mimo,paid_equivalent_cache_miss,majority@12,single@1,0.207739,306.000000,1.716261,0.005609 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,deepseek,mimo,deepseek_to_mimo,paid_equivalent_cache_miss,rank@12,majority@12,-0.183299,-270.000000,0.386018, +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,deepseek,mimo,deepseek_to_mimo,paid_equivalent_cache_miss,oracle@12,majority@12,0.000000,0.000000,0.000000, +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,deepseek,mimo,deepseek_to_mimo,paid_equivalent_cache_miss,rank@12,single@1,0.024440,36.000000,2.102279,0.058397 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,mimo,deepseek,mimo_to_deepseek,observed_free,majority@12,single@1,0.130435,3.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,mimo,deepseek,mimo_to_deepseek,observed_free,rank@12,majority@12,0.000000,0.000000,0.000000, +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,mimo,deepseek,mimo_to_deepseek,observed_free,oracle@12,majority@12,0.000000,0.000000,0.000000, +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,mimo,deepseek,mimo_to_deepseek,observed_free,rank@12,single@1,0.130435,3.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,mimo,deepseek,mimo_to_deepseek,paid_equivalent_cache_hit,majority@12,single@1,0.130435,3.000000,0.009879,0.003293 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,mimo,deepseek,mimo_to_deepseek,paid_equivalent_cache_hit,rank@12,majority@12,0.000000,0.000000,0.000457, +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,mimo,deepseek,mimo_to_deepseek,paid_equivalent_cache_hit,oracle@12,majority@12,0.000000,0.000000,0.000000, +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,mimo,deepseek,mimo_to_deepseek,paid_equivalent_cache_hit,rank@12,single@1,0.130435,3.000000,0.010336,0.003445 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,mimo,deepseek,mimo_to_deepseek,paid_equivalent_cache_miss,majority@12,single@1,0.130435,3.000000,0.027616,0.009205 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,mimo,deepseek,mimo_to_deepseek,paid_equivalent_cache_miss,rank@12,majority@12,0.000000,0.000000,0.007395, +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,mimo,deepseek,mimo_to_deepseek,paid_equivalent_cache_miss,oracle@12,majority@12,0.000000,0.000000,0.000000, +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,mimo,deepseek,mimo_to_deepseek,paid_equivalent_cache_miss,rank@12,single@1,0.130435,3.000000,0.035011,0.011670 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,mimo,mimo,mimo_to_mimo,observed_free,majority@12,single@1,0.130435,3.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,mimo,mimo,mimo_to_mimo,observed_free,rank@12,majority@12,-0.130435,-3.000000,0.000000, +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,mimo,mimo,mimo_to_mimo,observed_free,oracle@12,majority@12,0.000000,0.000000,0.000000, +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,mimo,mimo,mimo_to_mimo,observed_free,rank@12,single@1,0.000000,0.000000,0.000000, +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,mimo,mimo,mimo_to_mimo,paid_equivalent_cache_hit,majority@12,single@1,0.130435,3.000000,0.009879,0.003293 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,mimo,mimo,mimo_to_mimo,paid_equivalent_cache_hit,rank@12,majority@12,-0.130435,-3.000000,0.000450, +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,mimo,mimo,mimo_to_mimo,paid_equivalent_cache_hit,oracle@12,majority@12,0.000000,0.000000,0.000000, +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,mimo,mimo,mimo_to_mimo,paid_equivalent_cache_hit,rank@12,single@1,0.000000,0.000000,0.010329, +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,mimo,mimo,mimo_to_mimo,paid_equivalent_cache_miss,majority@12,single@1,0.130435,3.000000,0.027616,0.009205 +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,mimo,mimo,mimo_to_mimo,paid_equivalent_cache_miss,rank@12,majority@12,-0.130435,-3.000000,0.007285, +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,mimo,mimo,mimo_to_mimo,paid_equivalent_cache_miss,oracle@12,majority@12,0.000000,0.000000,0.000000, +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,__global__,mimo,mimo,mimo_to_mimo,paid_equivalent_cache_miss,rank@12,single@1,0.000000,0.000000,0.034901, diff --git a/data/external/evidence/formal/five_benchmark_cost_efficiency/balanced_pool_size_strategy_accuracy_cost.csv b/data/external/evidence/formal/five_benchmark_cost_efficiency/balanced_pool_size_strategy_accuracy_cost.csv new file mode 100644 index 0000000000000000000000000000000000000000..94a4eab5117dd14f62569d7b66d2d142f020e1d4 --- /dev/null +++ b/data/external/evidence/formal/five_benchmark_cost_efficiency/balanced_pool_size_strategy_accuracy_cost.csv @@ -0,0 +1,289 @@ +experiment_id,population,pool_size,rank_source,benchmark,generator,selector,cell_id,strategy,cost_scenario,currency,n_questions,accuracy,ci_low,ci_high,correct_questions,generation_requests,selector_requests,prompt_tokens,generation_prompt_tokens,selector_prompt_tokens,generation_completion_tokens,selector_completion_tokens,completion_tokens,total_tokens,estimated_cost_native,estimated_cost_usd_normalized,relative_cost_vs_single,cost_per_correct,accuracy_status +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,2104,0.536597,0.515209,0.557985,1129.000000,8416,2104,8014669,5701728,2312941,911993,39976,951969,8966638,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,2104,0.536597,0.515209,0.557985,1129.000000,8416,2104,8014669,5701728,2312941,911993,39976,951969,8966638,1.388605,1.388605,5.288433,0.001230,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,2104,0.536597,0.515209,0.557985,1129.000000,8416,2104,8014669,5701728,2312941,911993,39976,951969,8966638,0.288992,0.288992,4.311254,0.000256,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,2104,0.095532,0.083175,0.108365,201.000000,8416,0,5701728,5701728,0,911993,0,911993,6613721,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,2104,0.095532,0.083175,0.108365,201.000000,8416,0,5701728,5701728,0,911993,0,911993,6613721,1.053600,1.053600,4.012583,0.005242,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,2104,0.095532,0.083175,0.108365,201.000000,8416,0,5701728,5701728,0,911993,0,911993,6613721,0.271323,0.271323,4.047664,0.001350,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,2104,1.000000,1.000000,1.000000,2104.000000,8416,0,5701728,5701728,0,911993,0,911993,6613721,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,2104,1.000000,1.000000,1.000000,2104.000000,8416,0,5701728,5701728,0,911993,0,911993,6613721,1.053600,1.053600,4.012583,0.000501,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,2104,1.000000,1.000000,1.000000,2104.000000,8416,0,5701728,5701728,0,911993,0,911993,6613721,0.271323,0.271323,4.047664,0.000129,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,2104,0.242871,0.224810,0.261407,511.000000,2104,0,1425236,1425236,0,225146,0,225146,1650382,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,2104,0.242871,0.224810,0.261407,511.000000,2104,0,1425236,1425236,0,225146,0,225146,1650382,0.262574,0.262574,1.000000,0.000514,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,2104,0.242871,0.224810,0.261407,511.000000,2104,0,1425236,1425236,0,225146,0,225146,1650382,0.067032,0.067032,1.000000,0.000131,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,2135,0.428103,0.407026,0.449180,914.000000,8540,2135,8135056,5787898,2347158,925028,40565,965593,9100649,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,2135,0.428103,0.407026,0.449180,914.000000,8540,2135,8135056,5787898,2347158,925028,40565,965593,9100649,3.497602,1.404250,5.270358,0.001536,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,2135,0.428103,0.407026,0.449180,914.000000,8540,2135,8135056,5787898,2347158,925028,40565,965593,9100649,0.403287,0.292879,4.310531,0.000320,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,2135,0.095550,0.083372,0.108197,204.000000,8540,0,5787898,5787898,0,925028,0,925028,6712926,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,2135,0.095550,0.083372,0.108197,204.000000,8540,0,5787898,5787898,0,925028,0,925028,6712926,1.069314,1.069314,4.013294,0.005242,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,2135,0.095550,0.083372,0.108197,204.000000,8540,0,5787898,5787898,0,925028,0,925028,6712926,0.275214,0.275214,4.050541,0.001349,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,2135,1.000000,1.000000,1.000000,2135.000000,8540,0,5787898,5787898,0,925028,0,925028,6712926,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,2135,1.000000,1.000000,1.000000,2135.000000,8540,0,5787898,5787898,0,925028,0,925028,6712926,1.069314,1.069314,4.013294,0.000501,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,2135,1.000000,1.000000,1.000000,2135.000000,8540,0,5787898,5787898,0,925028,0,925028,6712926,0.275214,0.275214,4.050541,0.000129,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,2135,0.243091,0.224824,0.261358,519.000000,2135,0,1446777,1446777,0,228194,0,228194,1674971,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,2135,0.243091,0.224824,0.261358,519.000000,2135,0,1446777,1446777,0,228194,0,228194,1674971,0.266443,0.266443,1.000000,0.000513,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,2135,0.243091,0.224824,0.261358,519.000000,2135,0,1446777,1446777,0,228194,0,228194,1674971,0.067945,0.067945,1.000000,0.000131,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,2132,0.545966,0.524859,0.567073,1164.000000,8528,2132,8699068,5710638,2988430,1585485,40508,1625993,10325061,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,2132,0.545966,0.524859,0.567073,1164.000000,8528,2132,8699068,5710638,2988430,1585485,40508,1625993,10325061,9.311330,1.654772,5.402279,0.001422,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,2132,0.545966,0.524859,0.567073,1164.000000,8528,2132,8699068,5710638,2988430,1585485,40508,1625993,10325061,3.304893,0.472839,4.171311,0.000406,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,2132,0.136023,0.121482,0.150563,290.000000,8528,0,5710638,5710638,0,1585485,0,1585485,7296123,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,2132,0.136023,0.121482,0.150563,290.000000,8528,0,5710638,5710638,0,1585485,0,1585485,7296123,8.881608,1.225049,3.999376,0.004224,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,2132,0.136023,0.121482,0.150563,290.000000,8528,0,5710638,5710638,0,1585485,0,1585485,7296123,3.285183,0.453129,3.997433,0.001563,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,2132,1.000000,1.000000,1.000000,2132.000000,8528,0,5710638,5710638,0,1585485,0,1585485,7296123,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,2132,1.000000,1.000000,1.000000,2132.000000,8528,0,5710638,5710638,0,1585485,0,1585485,7296123,8.881608,1.225049,3.999376,0.000575,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,2132,1.000000,1.000000,1.000000,2132.000000,8528,0,5710638,5710638,0,1585485,0,1585485,7296123,3.285183,0.453129,3.997433,0.000213,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,2132,0.231707,0.213884,0.249531,494.000000,2132,0,1427472,1427472,0,396636,0,396636,1824108,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,2132,0.231707,0.213884,0.249531,494.000000,2132,0,1427472,1427472,0,396636,0,396636,1824108,2.220744,0.306310,1.000000,0.000620,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,2132,0.231707,0.213884,0.249531,494.000000,2132,0,1427472,1427472,0,396636,0,396636,1824108,0.821821,0.113355,1.000000,0.000229,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,2137,0.465138,0.444080,0.486196,994.000000,8548,2137,8687418,5692676,2994742,1596348,40603,1636951,10324369,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,2137,0.465138,0.444080,0.486196,994.000000,8548,2137,8687418,5692676,2994742,1596348,40603,1636951,10324369,11.961320,1.649837,5.387786,0.001660,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,2137,0.465138,0.444080,0.486196,994.000000,8548,2137,8687418,5692676,2994742,1596348,40603,1636951,10324369,3.447650,0.475538,4.176148,0.000478,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,2137,0.134300,0.119794,0.148807,287.000000,8548,0,5692676,5692676,0,1596348,0,1596348,7289024,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,2137,0.134300,0.119794,0.148807,287.000000,8548,0,5692676,5692676,0,1596348,0,1596348,7289024,8.885372,1.225569,4.002276,0.004270,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,2137,0.134300,0.119794,0.148807,287.000000,8548,0,5692676,5692676,0,1596348,0,1596348,7289024,3.306550,0.456076,4.005234,0.001589,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,2137,1.000000,1.000000,1.000000,2137.000000,8548,0,5692676,5692676,0,1596348,0,1596348,7289024,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,2137,1.000000,1.000000,1.000000,2137.000000,8548,0,5692676,5692676,0,1596348,0,1596348,7289024,8.885372,1.225569,4.002276,0.000573,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,2137,1.000000,1.000000,1.000000,2137.000000,8548,0,5692676,5692676,0,1596348,0,1596348,7289024,3.306550,0.456076,4.005234,0.000213,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,2137,0.235845,0.218063,0.254095,504.000000,2137,0,1422981,1422981,0,398548,0,398548,1821529,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,2137,0.235845,0.218063,0.254095,504.000000,2137,0,1422981,1422981,0,398548,0,398548,1821529,2.220077,0.306218,1.000000,0.000608,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,2137,0.235845,0.218063,0.254095,504.000000,2137,0,1422981,1422981,0,398548,0,398548,1821529,0.825556,0.113870,1.000000,0.000226,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,2124,0.718456,0.699153,0.737288,1526.000000,8496,2124,8080469,5763426,2317043,900885,40356,941241,9021710,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,2124,0.718456,0.699153,0.737288,1526.000000,8496,2124,8080469,5763426,2317043,900885,40356,941241,9021710,1.394813,1.394813,5.273594,0.000914,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,2124,0.718456,0.699153,0.737288,1526.000000,8496,2124,8080469,5763426,2317043,900885,40356,941241,9021710,0.286173,0.286173,4.282040,0.000188,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,2124,0.841808,0.826271,0.857345,1788.000000,8496,0,5763426,5763426,0,900885,0,900885,6664311,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,2124,0.841808,0.826271,0.857345,1788.000000,8496,0,5763426,5763426,0,900885,0,900885,6664311,1.059127,1.059127,4.004412,0.000592,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,2124,0.841808,0.826271,0.857345,1788.000000,8496,0,5763426,5763426,0,900885,0,900885,6664311,0.268385,0.268385,4.015876,0.000150,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,2124,1.000000,1.000000,1.000000,2124.000000,8496,0,5763426,5763426,0,900885,0,900885,6664311,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,2124,1.000000,1.000000,1.000000,2124.000000,8496,0,5763426,5763426,0,900885,0,900885,6664311,1.059127,1.059127,4.004412,0.000499,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,2124,1.000000,1.000000,1.000000,2124.000000,8496,0,5763426,5763426,0,900885,0,900885,6664311,0.268385,0.268385,4.015876,0.000126,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,2124,0.500471,0.479284,0.521657,1063.000000,2124,0,1440666,1440666,0,224275,0,224275,1664941,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,2124,0.500471,0.479284,0.521657,1063.000000,2124,0,1440666,1440666,0,224275,0,224275,1664941,0.264490,0.264490,1.000000,0.000249,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,2124,0.500471,0.479284,0.521657,1063.000000,2124,0,1440666,1440666,0,224275,0,224275,1664941,0.066831,0.066831,1.000000,0.000063,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,2126,0.631232,0.610536,0.651458,1342.000000,8504,2126,8023210,5716327,2306883,902523,40394,942917,8966127,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,2126,0.631232,0.610536,0.651458,1342.000000,8504,2126,8023210,5716327,2306883,902523,40394,942917,8966127,3.440663,1.382326,5.256532,0.001030,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,2126,0.631232,0.610536,0.651458,1342.000000,8504,2126,8023210,5716327,2306883,902523,40394,942917,8966127,0.395638,0.286219,4.276457,0.000213,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,2126,0.842427,0.826905,0.857949,1791.000000,8504,0,5716327,5716327,0,902523,0,902523,6618850,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,2126,0.842427,0.826905,0.857949,1791.000000,8504,0,5716327,5716327,0,902523,0,902523,6618850,1.052992,1.052992,4.004183,0.000588,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,2126,0.842427,0.826905,0.857949,1791.000000,8504,0,5716327,5716327,0,902523,0,902523,6618850,0.268712,0.268712,4.014881,0.000150,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,2126,1.000000,1.000000,1.000000,2126.000000,8504,0,5716327,5716327,0,902523,0,902523,6618850,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,2126,1.000000,1.000000,1.000000,2126.000000,8504,0,5716327,5716327,0,902523,0,902523,6618850,1.052992,1.052992,4.004183,0.000495,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,2126,1.000000,1.000000,1.000000,2126.000000,8504,0,5716327,5716327,0,902523,0,902523,6618850,0.268712,0.268712,4.014881,0.000126,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,2126,0.499530,0.478363,0.520696,1062.000000,2126,0,1428888,1428888,0,224744,0,224744,1653632,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,2126,0.499530,0.478363,0.520696,1062.000000,2126,0,1428888,1428888,0,224744,0,224744,1653632,0.262973,0.262973,1.000000,0.000248,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,2126,0.499530,0.478363,0.520696,1062.000000,2126,0,1428888,1428888,0,224744,0,224744,1653632,0.066929,0.066929,1.000000,0.000063,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,2162,0.751619,0.733117,0.769658,1625.000000,8648,2162,8874761,5878368,2996393,1551861,41078,1592939,10467700,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,2162,0.751619,0.733117,0.769658,1625.000000,8648,2162,8874761,5878368,2996393,1551861,41078,1592939,10467700,9.413087,1.669906,5.401552,0.001028,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,2162,0.751619,0.733117,0.769658,1625.000000,8648,2162,8874761,5878368,2996393,1551861,41078,1592939,10467700,3.241181,0.464208,4.199723,0.000286,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,2162,0.896855,0.883904,0.909343,1939.000000,8648,0,5878368,5878368,0,1551861,0,1551861,7430229,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,2162,0.896855,0.883904,0.909343,1939.000000,8648,0,5878368,5878368,0,1551861,0,1551861,7430229,8.982090,1.238909,4.007430,0.000639,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,2162,0.896855,0.883904,0.909343,1939.000000,8648,0,5878368,5878368,0,1551861,0,1551861,7430229,3.221289,0.444316,4.019759,0.000229,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,2162,1.000000,1.000000,1.000000,2162.000000,8648,0,5878368,5878368,0,1551861,0,1551861,7430229,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,2162,1.000000,1.000000,1.000000,2162.000000,8648,0,5878368,5878368,0,1551861,0,1551861,7430229,8.982090,1.238909,4.007430,0.000573,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,2162,1.000000,1.000000,1.000000,2162.000000,8648,0,5878368,5878368,0,1551861,0,1551861,7430229,3.221289,0.444316,4.019759,0.000206,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,2162,0.568918,0.548104,0.589732,1230.000000,2162,0,1469382,1469382,0,385989,0,385989,1855371,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,2162,0.568918,0.548104,0.589732,1230.000000,2162,0,1469382,1469382,0,385989,0,385989,1855371,2.241360,0.309153,1.000000,0.000251,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,2162,0.568918,0.548104,0.589732,1230.000000,2162,0,1469382,1469382,0,385989,0,385989,1855371,0.801366,0.110533,1.000000,0.000090,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,2174,0.685373,0.665593,0.704692,1490.000000,8696,2174,8916328,5903628,3012700,1561991,41306,1603297,10519625,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,2174,0.685373,0.665593,0.704692,1490.000000,8696,2174,8916328,5903628,3012700,1561991,41306,1603297,10519625,12.122922,1.672127,5.380212,0.001122,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,2174,0.685373,0.665593,0.704692,1490.000000,8696,2174,8916328,5903628,3012700,1561991,41306,1603297,10519625,3.384921,0.466886,4.194164,0.000313,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,2174,0.896964,0.884085,0.909384,1950.000000,8696,0,5903628,5903628,0,1561991,0,1561991,7465619,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,2174,0.896964,0.884085,0.909384,1950.000000,8696,0,5903628,5903628,0,1561991,0,1561991,7465619,9.027610,1.245188,4.006500,0.000639,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,2174,0.896964,0.884085,0.909384,1950.000000,8696,0,5903628,5903628,0,1561991,0,1561991,7465619,3.242055,0.447180,4.017140,0.000229,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,2174,1.000000,1.000000,1.000000,2174.000000,8696,0,5903628,5903628,0,1561991,0,1561991,7465619,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,2174,1.000000,1.000000,1.000000,2174.000000,8696,0,5903628,5903628,0,1561991,0,1561991,7465619,9.027610,1.245188,4.006500,0.000573,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,2174,1.000000,1.000000,1.000000,2174.000000,8696,0,5903628,5903628,0,1561991,0,1561991,7465619,3.242055,0.447180,4.017140,0.000206,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,2174,0.567617,0.546918,0.588316,1234.000000,2174,0,1475696,1475696,0,388772,0,388772,1864468,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,2174,0.567617,0.546918,0.588316,1234.000000,2174,0,1475696,1475696,0,388772,0,388772,1864468,2.253240,0.310792,1.000000,0.000252,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,2174,0.567617,0.546918,0.588316,1234.000000,2174,0,1475696,1475696,0,388772,0,388772,1864468,0.807058,0.111318,1.000000,0.000090,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,2135,0.859953,0.844965,0.874473,1836.000000,8540,2135,8091361,5781608,2309753,889226,40565,929791,9021152,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,2135,0.859953,0.844965,0.874473,1836.000000,8540,2135,8091361,5781608,2309753,889226,40565,929791,9021152,1.393132,1.393132,5.262444,0.000759,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,2135,0.859953,0.844965,0.874473,1836.000000,8540,2135,8091361,5781608,2309753,889226,40565,929791,9021152,0.282997,0.282997,4.258732,0.000154,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,2135,1.000000,1.000000,1.000000,2135.000000,8540,0,5781608,5781608,0,889226,0,889226,6670834,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,2135,1.000000,1.000000,1.000000,2135.000000,8540,0,5781608,5781608,0,889226,0,889226,6670834,1.058408,1.058408,3.998051,0.000496,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,2135,1.000000,1.000000,1.000000,2135.000000,8540,0,5781608,5781608,0,889226,0,889226,6670834,0.265172,0.265172,3.990489,0.000124,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,2135,1.000000,1.000000,1.000000,2135.000000,8540,0,5781608,5781608,0,889226,0,889226,6670834,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,2135,1.000000,1.000000,1.000000,2135.000000,8540,0,5781608,5781608,0,889226,0,889226,6670834,1.058408,1.058408,3.998051,0.000496,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,2135,1.000000,1.000000,1.000000,2135.000000,8540,0,5781608,5781608,0,889226,0,889226,6670834,0.265172,0.265172,3.990489,0.000124,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,2135,0.765340,0.747073,0.783138,1634.000000,2135,0,1445189,1445189,0,222873,0,222873,1668062,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,2135,0.765340,0.747073,0.783138,1634.000000,2135,0,1445189,1445189,0,222873,0,222873,1668062,0.264731,0.264731,1.000000,0.000162,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,2135,0.765340,0.747073,0.783138,1634.000000,2135,0,1445189,1445189,0,222873,0,222873,1668062,0.066451,0.066451,1.000000,0.000041,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,2126,0.784572,0.767168,0.801976,1668.000000,8504,2126,8037979,5741761,2296218,885547,40394,925941,8963920,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,2126,0.784572,0.767168,0.801976,1668.000000,8504,2126,8037979,5741761,2296218,885547,40394,925941,8963920,3.428806,1.379663,5.244312,0.000827,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,2126,0.784572,0.767168,0.801976,1668.000000,8504,2126,8037979,5741761,2296218,885547,40394,925941,8963920,0.390742,0.281508,4.254636,0.000169,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,2126,1.000000,1.000000,1.000000,2126.000000,8504,0,5741761,5741761,0,885547,0,885547,6627308,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,2126,1.000000,1.000000,1.000000,2126.000000,8504,0,5741761,5741761,0,885547,0,885547,6627308,1.051800,1.051800,3.998054,0.000495,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,2126,1.000000,1.000000,1.000000,2126.000000,8504,0,5741761,5741761,0,885547,0,885547,6627308,0.264030,0.264030,3.990478,0.000124,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,2126,1.000000,1.000000,1.000000,2126.000000,8504,0,5741761,5741761,0,885547,0,885547,6627308,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,2126,1.000000,1.000000,1.000000,2126.000000,8504,0,5741761,5741761,0,885547,0,885547,6627308,1.051800,1.051800,3.998054,0.000495,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,2126,1.000000,1.000000,1.000000,2126.000000,8504,0,5741761,5741761,0,885547,0,885547,6627308,0.264030,0.264030,3.990478,0.000124,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,2126,0.764346,0.746002,0.782220,1625.000000,2126,0,1435228,1435228,0,221951,0,221951,1657179,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,2126,0.764346,0.746002,0.782220,1625.000000,2126,0,1435228,1435228,0,221951,0,221951,1657179,0.263078,0.263078,1.000000,0.000162,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,2126,0.764346,0.746002,0.782220,1625.000000,2126,0,1435228,1435228,0,221951,0,221951,1657179,0.066165,0.066165,1.000000,0.000041,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,1624,0.885468,0.869458,0.900862,1438.000000,6496,1624,6924834,4684752,2240082,1087774,30856,1118630,8043464,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,1624,0.885468,0.869458,0.900862,1438.000000,6496,1624,6924834,4684752,2240082,1087774,30856,1118630,8043464,7.182551,1.268499,5.378049,0.000882,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,1624,0.885468,0.869458,0.900862,1438.000000,6496,1624,6924834,4684752,2240082,1087774,30856,1118630,8043464,2.284155,0.327911,4.227074,0.000228,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,1624,1.000000,1.000000,1.000000,1624.000000,6496,0,4684752,4684752,0,1087774,0,1087774,5772526,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,1624,1.000000,1.000000,1.000000,1624.000000,6496,0,4684752,4684752,0,1087774,0,1087774,5772526,6.860300,0.946248,4.011803,0.000583,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,1624,1.000000,1.000000,1.000000,1624.000000,6496,0,4684752,4684752,0,1087774,0,1087774,5772526,2.269243,0.312999,4.034844,0.000193,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,1624,1.000000,1.000000,1.000000,1624.000000,6496,0,4684752,4684752,0,1087774,0,1087774,5772526,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,1624,1.000000,1.000000,1.000000,1624.000000,6496,0,4684752,4684752,0,1087774,0,1087774,5772526,6.860300,0.946248,4.011803,0.000583,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,1624,1.000000,1.000000,1.000000,1624.000000,6496,0,4684752,4684752,0,1087774,0,1087774,5772526,2.269243,0.312999,4.034844,0.000193,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,1624,0.810961,0.791872,0.830049,1317.000000,1624,0,1171037,1171037,0,269496,0,269496,1440533,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,1624,0.810961,0.791872,0.830049,1317.000000,1624,0,1171037,1171037,0,269496,0,269496,1440533,1.710029,0.235866,1.000000,0.000179,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,1624,0.810961,0.791872,0.830049,1317.000000,1624,0,1171037,1171037,0,269496,0,269496,1440533,0.562413,0.077574,1.000000,0.000059,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,1618,0.802225,0.782447,0.821384,1298.000000,6472,1618,6900855,4667680,2233175,1085065,30742,1115807,8016662,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,1618,0.802225,0.782447,0.821384,1298.000000,6472,1618,6900855,4667680,2233175,1085065,30742,1115807,8016662,9.132469,1.259651,5.357778,0.000970,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,1618,0.802225,0.782447,0.821384,1298.000000,6472,1618,6900855,4667680,2233175,1085065,30742,1115807,8016662,2.369631,0.326846,4.223253,0.000252,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,1618,1.000000,1.000000,1.000000,1618.000000,6472,0,4667680,4667680,0,1085065,0,1085065,5752745,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,1618,1.000000,1.000000,1.000000,1618.000000,6472,0,4667680,4667680,0,1085065,0,1085065,5752745,6.837810,0.943146,4.011561,0.000583,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,1618,1.000000,1.000000,1.000000,1618.000000,6472,0,4667680,4667680,0,1085065,0,1085065,5752745,2.263484,0.312205,4.034073,0.000193,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,1618,1.000000,1.000000,1.000000,1618.000000,6472,0,4667680,4667680,0,1085065,0,1085065,5752745,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,1618,1.000000,1.000000,1.000000,1618.000000,6472,0,4667680,4667680,0,1085065,0,1085065,5752745,6.837810,0.943146,4.011561,0.000583,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,1618,1.000000,1.000000,1.000000,1618.000000,6472,0,4667680,4667680,0,1085065,0,1085065,5752745,2.263484,0.312205,4.034073,0.000193,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,1618,0.811496,0.792336,0.830655,1313.000000,1618,0,1166769,1166769,0,268877,0,268877,1435646,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,1618,0.811496,0.792336,0.830655,1313.000000,1618,0,1166769,1166769,0,268877,0,268877,1435646,1.704523,0.235107,1.000000,0.000179,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k4_3c1w,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,1618,0.811496,0.792336,0.830655,1313.000000,1618,0,1166769,1166769,0,268877,0,268877,1435646,0.561089,0.077392,1.000000,0.000059,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,1769,0.497456,0.474279,0.520633,880.000000,21228,1769,15920316,12533974,3386342,2242583,86681,2329264,18249580,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,1769,0.497456,0.474279,0.520633,880.000000,21228,1769,15920316,12533974,3386342,2242583,86681,2329264,18249580,2.881038,2.881038,14.507541,0.003274,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,1769,0.497456,0.474279,0.520633,880.000000,21228,1769,15920316,12533974,3386342,2242583,86681,2329264,18249580,0.696771,0.696771,12.596193,0.000792,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,1769,0.425099,0.401922,0.448276,752.000000,21228,0,12533974,12533974,0,2242583,0,2242583,14776557,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,1769,0.425099,0.401922,0.448276,752.000000,21228,0,12533974,12533974,0,2242583,0,2242583,14776557,2.382680,2.382680,11.998046,0.003168,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,1769,0.425099,0.401922,0.448276,752.000000,21228,0,12533974,12533974,0,2242583,0,2242583,14776557,0.663018,0.663018,11.986008,0.000882,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,1769,1.000000,1.000000,1.000000,1769.000000,21228,0,12533974,12533974,0,2242583,0,2242583,14776557,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,1769,1.000000,1.000000,1.000000,1769.000000,21228,0,12533974,12533974,0,2242583,0,2242583,14776557,2.382680,2.382680,11.998046,0.001347,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,1769,1.000000,1.000000,1.000000,1769.000000,21228,0,12533974,12533974,0,2242583,0,2242583,14776557,0.663018,0.663018,11.986008,0.000375,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,1769,0.248728,0.228943,0.269079,440.000000,1769,0,1044265,1044265,0,187115,0,187115,1231380,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,1769,0.248728,0.228943,0.269079,440.000000,1769,0,1044265,1044265,0,187115,0,187115,1231380,0.198589,0.198589,1.000000,0.000451,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,1769,0.248728,0.228943,0.269079,440.000000,1769,0,1044265,1044265,0,187115,0,187115,1231380,0.055316,0.055316,1.000000,0.000126,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,1708,0.411593,0.388173,0.435012,703.000000,20496,1708,15417697,12149435,3268262,2159958,83692,2243650,17661347,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,1708,0.411593,0.388173,0.435012,703.000000,20496,1708,15417697,12149435,3268262,2159958,83692,2243650,17661347,5.741355,2.779591,14.469726,0.003954,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,1708,0.411593,0.388173,0.435012,703.000000,20496,1708,15417697,12149435,3268262,2159958,83692,2243650,17661347,0.871556,0.670910,12.606825,0.000954,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,1708,0.429742,0.406323,0.453162,734.000000,20496,0,12149435,12149435,0,2159958,0,2159958,14309393,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,1708,0.429742,0.406323,0.453162,734.000000,20496,0,12149435,12149435,0,2159958,0,2159958,14309393,2.305709,2.305709,12.002837,0.003141,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,1708,0.429742,0.406323,0.453162,734.000000,20496,0,12149435,12149435,0,2159958,0,2159958,14309393,0.638807,0.638807,12.003589,0.000870,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,1708,1.000000,1.000000,1.000000,1708.000000,20496,0,12149435,12149435,0,2159958,0,2159958,14309393,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,1708,1.000000,1.000000,1.000000,1708.000000,20496,0,12149435,12149435,0,2159958,0,2159958,14309393,2.305709,2.305709,12.002837,0.001350,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,1708,1.000000,1.000000,1.000000,1708.000000,20496,0,12149435,12149435,0,2159958,0,2159958,14309393,0.638807,0.638807,12.003589,0.000374,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,1708,0.248244,0.227752,0.268735,424.000000,1708,0,1012232,1012232,0,179943,0,179943,1192175,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,1708,0.248244,0.227752,0.268735,424.000000,1708,0,1012232,1012232,0,179943,0,179943,1192175,0.192097,0.192097,1.000000,0.000453,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,1708,0.248244,0.227752,0.268735,424.000000,1708,0,1012232,1012232,0,179943,0,179943,1192175,0.053218,0.053218,1.000000,0.000126,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@12,observed_free,USD,1601,0.582136,0.557776,0.606496,932.000000,19212,1601,17833595,13160123,4673472,3486889,78449,3565338,21398933,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_miss,MIXED,1601,0.582136,0.557776,0.606496,932.000000,19212,1601,17833595,13160123,4673472,3486889,78449,3565338,21398933,20.810153,3.453342,15.097105,0.003705,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_hit,MIXED,1601,0.582136,0.557776,0.606496,932.000000,19212,1601,17833595,13160123,4673472,3486889,78449,3565338,21398933,7.272032,1.033256,12.831812,0.001109,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@12,observed_free,USD,1601,0.339788,0.316677,0.362898,544.000000,19212,0,13160123,13160123,0,3486889,0,3486889,16647012,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_miss,MIXED,1601,0.339788,0.316677,0.362898,544.000000,19212,0,13160123,13160123,0,3486889,0,3486889,16647012,20.133901,2.777090,12.140709,0.005105,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_hit,MIXED,1601,0.339788,0.316677,0.362898,544.000000,19212,0,13160123,13160123,0,3486889,0,3486889,16647012,7.236980,0.998204,12.396508,0.001835,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@12,observed_free,USD,1601,1.000000,1.000000,1.000000,1601.000000,19212,0,13160123,13160123,0,3486889,0,3486889,16647012,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_miss,MIXED,1601,1.000000,1.000000,1.000000,1601.000000,19212,0,13160123,13160123,0,3486889,0,3486889,16647012,20.133901,2.777090,12.140709,0.001735,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_hit,MIXED,1601,1.000000,1.000000,1.000000,1601.000000,19212,0,13160123,13160123,0,3486889,0,3486889,16647012,7.236980,0.998204,12.396508,0.000623,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,1601,0.264834,0.243598,0.286696,424.000000,1601,0,1096514,1096514,0,280932,0,280932,1377446,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,1601,0.264834,0.243598,0.286696,424.000000,1601,0,1096514,1096514,0,280932,0,280932,1377446,1.658378,0.228742,1.000000,0.000539,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,1601,0.264834,0.243598,0.286696,424.000000,1601,0,1096514,1096514,0,280932,0,280932,1377446,0.583794,0.080523,1.000000,0.000190,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@12,observed_free,USD,1595,0.527273,0.502821,0.551724,841.000000,19140,1595,17795677,13132643,4663034,3479086,78155,3557241,21352918,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_miss,CNY,1595,0.527273,0.502821,0.551724,841.000000,19140,1595,17795677,13132643,4663034,3479086,78155,3557241,21352918,24.910159,3.435884,15.048150,0.004085,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_hit,CNY,1595,0.527273,0.502821,0.551724,841.000000,19140,1595,17795677,13132643,4663034,3479086,78155,3557241,21352918,7.470396,1.030399,12.813199,0.001225,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@12,observed_free,USD,1595,0.337931,0.314734,0.361129,539.000000,19140,0,13132643,13132643,0,3479086,0,3479086,16611729,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_miss,CNY,1595,0.337931,0.314734,0.361129,539.000000,19140,0,13132643,13132643,0,3479086,0,3479086,16611729,20.090815,2.771147,12.136800,0.005141,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_hit,CNY,1595,0.337931,0.314734,0.361129,539.000000,19140,0,13132643,13132643,0,3479086,0,3479086,16611729,7.220825,0.995976,12.385142,0.001848,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@12,observed_free,USD,1595,1.000000,1.000000,1.000000,1595.000000,19140,0,13132643,13132643,0,3479086,0,3479086,16611729,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_miss,CNY,1595,1.000000,1.000000,1.000000,1595.000000,19140,0,13132643,13132643,0,3479086,0,3479086,16611729,20.090815,2.771147,12.136800,0.001737,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_hit,CNY,1595,1.000000,1.000000,1.000000,1595.000000,19140,0,13132643,13132643,0,3479086,0,3479086,16611729,7.220825,0.995976,12.385142,0.000624,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,1595,0.264577,0.243260,0.286520,422.000000,1595,0,1094226,1094226,0,280568,0,280568,1374794,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,1595,0.264577,0.243260,0.286520,422.000000,1595,0,1094226,1094226,0,280568,0,280568,1374794,1.655362,0.228326,1.000000,0.000541,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,1595,0.264577,0.243260,0.286520,422.000000,1595,0,1094226,1094226,0,280568,0,280568,1374794,0.583021,0.080417,1.000000,0.000191,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,1895,0.723483,0.703430,0.743536,1371.000000,22740,1895,19970269,16127652,3842617,2392326,92855,2485181,22455450,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,1895,0.723483,0.703430,0.743536,1371.000000,22740,1895,19970269,16127652,3842617,2392326,92855,2485181,22455450,3.491688,3.491688,14.326755,0.002547,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,1895,0.723483,0.703430,0.743536,1371.000000,22740,1895,19970269,16127652,3842617,2392326,92855,2485181,22455450,0.751767,0.751767,12.664325,0.000548,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,1895,0.928760,0.917150,0.940369,1760.000000,22740,0,16127652,16127652,0,2392326,0,2392326,18519978,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,1895,0.928760,0.917150,0.940369,1760.000000,22740,0,16127652,16127652,0,2392326,0,2392326,18519978,2.927723,2.927723,12.012748,0.001663,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,1895,0.928760,0.917150,0.940369,1760.000000,22740,0,16127652,16127652,0,2392326,0,2392326,18519978,0.715009,0.715009,12.045097,0.000406,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,1895,1.000000,1.000000,1.000000,1895.000000,22740,0,16127652,16127652,0,2392326,0,2392326,18519978,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,1895,1.000000,1.000000,1.000000,1895.000000,22740,0,16127652,16127652,0,2392326,0,2392326,18519978,2.927723,2.927723,12.012748,0.001545,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,1895,1.000000,1.000000,1.000000,1895.000000,22740,0,16127652,16127652,0,2392326,0,2392326,18519978,0.715009,0.715009,12.045097,0.000377,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,1895,0.558311,0.536148,0.580475,1058.000000,1895,0,1343708,1343708,0,198567,0,198567,1542275,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,1895,0.558311,0.536148,0.580475,1058.000000,1895,0,1343708,1343708,0,198567,0,198567,1542275,0.243718,0.243718,1.000000,0.000230,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,1895,0.558311,0.536148,0.580475,1058.000000,1895,0,1343708,1343708,0,198567,0,198567,1542275,0.059361,0.059361,1.000000,0.000056,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,1880,0.653723,0.631915,0.675000,1229.000000,22560,1880,19822805,16009387,3813418,2373832,92120,2465952,22288757,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,1880,0.653723,0.631915,0.675000,1229.000000,22560,1880,19822805,16009387,3813418,2373832,92120,2465952,22288757,6.903645,3.457388,14.292279,0.002813,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,1880,0.653723,0.631915,0.675000,1229.000000,22560,1880,19822805,16009387,3813418,2373832,92120,2465952,22288757,0.970008,0.745431,12.655445,0.000607,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,1880,0.927660,0.915957,0.939362,1744.000000,22560,0,16009387,16009387,0,2373832,0,2373832,18383219,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,1880,0.927660,0.915957,0.939362,1744.000000,22560,0,16009387,16009387,0,2373832,0,2373832,18383219,2.905987,2.905987,12.012877,0.001666,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,1880,0.927660,0.915957,0.939362,1744.000000,22560,0,16009387,16009387,0,2373832,0,2373832,18383219,0.709499,0.709499,12.045414,0.000407,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,1880,1.000000,1.000000,1.000000,1880.000000,22560,0,16009387,16009387,0,2373832,0,2373832,18383219,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,1880,1.000000,1.000000,1.000000,1880.000000,22560,0,16009387,16009387,0,2373832,0,2373832,18383219,2.905987,2.905987,12.012877,0.001546,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,1880,1.000000,1.000000,1.000000,1880.000000,22560,0,16009387,16009387,0,2373832,0,2373832,18383219,0.709499,0.709499,12.045414,0.000377,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,1880,0.557979,0.535638,0.580319,1049.000000,1880,0,1333854,1333854,0,197024,0,197024,1530878,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,1880,0.557979,0.535638,0.580319,1049.000000,1880,0,1333854,1333854,0,197024,0,197024,1530878,0.241906,0.241906,1.000000,0.000231,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,1880,0.557979,0.535638,0.580319,1049.000000,1880,0,1333854,1333854,0,197024,0,197024,1530878,0.058902,0.058902,1.000000,0.000056,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@12,observed_free,USD,721,0.768377,0.737864,0.798890,554.000000,8652,721,10223518,8063312,2160206,1447811,35329,1483140,11706658,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_miss,MIXED,721,0.768377,0.737864,0.798890,554.000000,8652,721,10223518,8063312,2160206,1447811,35329,1483140,11706658,11.271255,1.823898,14.545685,0.003292,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_hit,MIXED,721,0.768377,0.737864,0.798890,554.000000,8652,721,10223518,8063312,2160206,1447811,35329,1483140,11706658,3.072829,0.437580,12.654501,0.000790,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@12,observed_free,USD,721,0.822469,0.794730,0.850208,593.000000,8652,0,8063312,8063312,0,1447811,0,1447811,9511123,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_miss,MIXED,721,0.822469,0.794730,0.850208,593.000000,8652,0,8063312,8063312,0,1447811,0,1447811,9511123,10.958934,1.511577,12.054908,0.002549,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_hit,MIXED,721,0.822469,0.794730,0.850208,593.000000,8652,0,8063312,8063312,0,1447811,0,1447811,9511123,3.056888,0.421640,12.193528,0.000711,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@12,observed_free,USD,721,1.000000,1.000000,1.000000,721.000000,8652,0,8063312,8063312,0,1447811,0,1447811,9511123,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_miss,MIXED,721,1.000000,1.000000,1.000000,721.000000,8652,0,8063312,8063312,0,1447811,0,1447811,9511123,10.958934,1.511577,12.054908,0.002097,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_hit,MIXED,721,1.000000,1.000000,1.000000,721.000000,8652,0,8063312,8063312,0,1447811,0,1447811,9511123,3.056888,0.421640,12.193528,0.000585,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,721,0.604716,0.568655,0.640777,436.000000,721,0,671826,671826,0,118630,0,118630,790456,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,721,0.604716,0.568655,0.640777,436.000000,721,0,671826,671826,0,118630,0,118630,790456,0.909086,0.125391,1.000000,0.000288,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,721,0.604716,0.568655,0.640777,436.000000,721,0,671826,671826,0,118630,0,118630,790456,0.250697,0.034579,1.000000,0.000079,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@12,observed_free,USD,708,0.790960,0.761299,0.820621,560.000000,8496,708,10070509,7942160,2128349,1426774,34692,1461466,11531975,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_miss,CNY,708,0.790960,0.761299,0.820621,560.000000,8496,708,10070509,7942160,2128349,1426774,34692,1461466,11531975,12.993441,1.792199,14.517022,0.003200,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_hit,CNY,708,0.790960,0.761299,0.820621,560.000000,8496,708,10070509,7942160,2128349,1426774,34692,1461466,11531975,3.124342,0.430944,12.671842,0.000770,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@12,observed_free,USD,708,0.819209,0.790960,0.847458,580.000000,8496,0,7942160,7942160,0,1426774,0,1426774,9368934,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_miss,CNY,708,0.819209,0.790960,0.847458,580.000000,8496,0,7942160,7942160,0,1426774,0,1426774,9368934,10.795708,1.489063,12.061585,0.002567,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_hit,CNY,708,0.819209,0.790960,0.847458,580.000000,8496,0,7942160,7942160,0,1426774,0,1426774,9368934,3.012391,0.415502,12.217772,0.000716,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@12,observed_free,USD,708,1.000000,1.000000,1.000000,708.000000,8496,0,7942160,7942160,0,1426774,0,1426774,9368934,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_miss,CNY,708,1.000000,1.000000,1.000000,708.000000,8496,0,7942160,7942160,0,1426774,0,1426774,9368934,10.795708,1.489063,12.061585,0.002103,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_hit,CNY,708,1.000000,1.000000,1.000000,708.000000,8496,0,7942160,7942160,0,1426774,0,1426774,9368934,3.012391,0.415502,12.217772,0.000587,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,708,0.605932,0.569209,0.641243,429.000000,708,0,661732,661732,0,116660,0,116660,778392,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,708,0.605932,0.569209,0.641243,429.000000,708,0,661732,661732,0,116660,0,116660,778392,0.895052,0.123455,1.000000,0.000288,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,708,0.605932,0.569209,0.641243,429.000000,708,0,661732,661732,0,116660,0,116660,778392,0.246555,0.034008,1.000000,0.000079,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,1487,0.916611,0.902488,0.930061,1363.000000,17844,1487,12652245,9971094,2681151,1766847,72863,1839710,14491955,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,1487,0.916611,0.902488,0.930061,1363.000000,17844,1487,12652245,9971094,2681151,1766847,72863,1839710,14491955,2.286433,2.286433,14.534107,0.001678,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,1487,0.916611,0.902488,0.930061,1363.000000,17844,1487,12652245,9971094,2681151,1766847,72863,1839710,14491955,0.550545,0.550545,12.702930,0.000404,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,1487,1.000000,1.000000,1.000000,1487.000000,17844,0,9971094,9971094,0,1766847,0,1766847,11737941,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,1487,1.000000,1.000000,1.000000,1487.000000,17844,0,9971094,9971094,0,1766847,0,1766847,11737941,1.890670,1.890670,12.018371,0.001271,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,1487,1.000000,1.000000,1.000000,1487.000000,17844,0,9971094,9971094,0,1766847,0,1766847,11737941,0.522636,0.522636,12.058976,0.000351,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,1487,1.000000,1.000000,1.000000,1487.000000,17844,0,9971094,9971094,0,1766847,0,1766847,11737941,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,1487,1.000000,1.000000,1.000000,1487.000000,17844,0,9971094,9971094,0,1766847,0,1766847,11737941,1.890670,1.890670,12.018371,0.001271,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,1487,1.000000,1.000000,1.000000,1487.000000,17844,0,9971094,9971094,0,1766847,0,1766847,11737941,0.522636,0.522636,12.058976,0.000351,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,1487,0.792199,0.771352,0.812374,1178.000000,1487,0,830721,830721,0,146477,0,146477,977198,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,1487,0.792199,0.771352,0.812374,1178.000000,1487,0,830721,830721,0,146477,0,146477,977198,0.157315,0.157315,1.000000,0.000134,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,1487,0.792199,0.771352,0.812374,1178.000000,1487,0,830721,830721,0,146477,0,146477,977198,0.043340,0.043340,1.000000,0.000037,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,1473,0.816701,0.797013,0.836388,1203.000000,17676,1473,12528046,9873771,2654275,1748858,72177,1821035,14349081,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,1473,0.816701,0.797013,0.836388,1203.000000,17676,1473,12528046,9873771,2654275,1748858,72177,1821035,14349081,4.670637,2.258026,14.498038,0.001877,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,1473,0.816701,0.797013,0.836388,1203.000000,17676,1473,12528046,9873771,2654275,1748858,72177,1821035,14349081,0.714766,0.544560,12.698146,0.000453,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,1473,1.000000,1.000000,1.000000,1473.000000,17676,0,9873771,9873771,0,1748858,0,1748858,11622629,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,1473,1.000000,1.000000,1.000000,1473.000000,17676,0,9873771,9873771,0,1748858,0,1748858,11622629,1.872008,1.872008,12.019545,0.001271,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,1473,1.000000,1.000000,1.000000,1473.000000,17676,0,9873771,9873771,0,1748858,0,1748858,11622629,0.517327,0.517327,12.063122,0.000351,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,1473,1.000000,1.000000,1.000000,1473.000000,17676,0,9873771,9873771,0,1748858,0,1748858,11622629,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,1473,1.000000,1.000000,1.000000,1473.000000,17676,0,9873771,9873771,0,1748858,0,1748858,11622629,1.872008,1.872008,12.019545,0.001271,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,1473,1.000000,1.000000,1.000000,1473.000000,17676,0,9873771,9873771,0,1748858,0,1748858,11622629,0.517327,0.517327,12.063122,0.000351,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,1473,0.792261,0.771215,0.812627,1167.000000,1473,0,822614,822614,0,144933,0,144933,967547,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,1473,0.792261,0.771215,0.812627,1167.000000,1473,0,822614,822614,0,144933,0,144933,967547,0.155747,0.155747,1.000000,0.000133,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,1473,0.792261,0.771215,0.812627,1167.000000,1473,0,822614,822614,0,144933,0,144933,967547,0.042885,0.042885,1.000000,0.000037,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@12,observed_free,USD,23,1.000000,1.000000,1.000000,23.000000,276,23,193703,143134,50569,37348,1127,38475,232178,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_miss,MIXED,23,1.000000,1.000000,1.000000,23.000000,276,23,193703,143134,50569,37348,1127,38475,232178,0.225225,0.037441,15.407819,0.001628,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_hit,MIXED,23,1.000000,1.000000,1.000000,23.000000,276,23,193703,143134,50569,37348,1127,38475,232178,0.078016,0.011155,13.620269,0.000485,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@12,observed_free,USD,23,1.000000,1.000000,1.000000,23.000000,276,0,143134,143134,0,37348,0,37348,180482,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_miss,MIXED,23,1.000000,1.000000,1.000000,23.000000,276,0,143134,143134,0,37348,0,37348,180482,0.217830,0.030046,12.364609,0.001306,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_hit,MIXED,23,1.000000,1.000000,1.000000,23.000000,276,0,143134,143134,0,37348,0,37348,180482,0.077559,0.010698,13.062271,0.000465,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@12,observed_free,USD,23,1.000000,1.000000,1.000000,23.000000,276,0,143134,143134,0,37348,0,37348,180482,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_miss,MIXED,23,1.000000,1.000000,1.000000,23.000000,276,0,143134,143134,0,37348,0,37348,180482,0.217830,0.030046,12.364609,0.001306,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_hit,MIXED,23,1.000000,1.000000,1.000000,23.000000,276,0,143134,143134,0,37348,0,37348,180482,0.077559,0.010698,13.062271,0.000465,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,23,0.869565,0.739130,1.000000,20.000000,23,0,11924,11924,0,2848,0,2848,14772,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,23,0.869565,0.739130,1.000000,20.000000,23,0,11924,11924,0,2848,0,2848,14772,0.017620,0.002430,1.000000,0.000122,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,23,0.869565,0.739130,1.000000,20.000000,23,0,11924,11924,0,2848,0,2848,14772,0.005934,0.000819,1.000000,0.000041,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@12,observed_free,USD,23,0.869565,0.739130,1.000000,20.000000,276,23,193703,143134,50569,37348,1127,38475,232178,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_miss,CNY,23,0.869565,0.739130,1.000000,20.000000,276,23,193703,143134,50569,37348,1127,38475,232178,0.270653,0.037331,15.362551,0.001867,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,balanced_live,__global__,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_hit,CNY,23,0.869565,0.739130,1.000000,20.000000,276,23,193703,143134,50569,37348,1127,38475,232178,0.080824,0.011148,13.611722,0.000557,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@12,observed_free,USD,23,1.000000,1.000000,1.000000,23.000000,276,0,143134,143134,0,37348,0,37348,180482,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_miss,CNY,23,1.000000,1.000000,1.000000,23.000000,276,0,143134,143134,0,37348,0,37348,180482,0.217830,0.030046,12.364609,0.001306,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_hit,CNY,23,1.000000,1.000000,1.000000,23.000000,276,0,143134,143134,0,37348,0,37348,180482,0.077559,0.010698,13.062271,0.000465,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@12,observed_free,USD,23,1.000000,1.000000,1.000000,23.000000,276,0,143134,143134,0,37348,0,37348,180482,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_miss,CNY,23,1.000000,1.000000,1.000000,23.000000,276,0,143134,143134,0,37348,0,37348,180482,0.217830,0.030046,12.364609,0.001306,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_hit,CNY,23,1.000000,1.000000,1.000000,23.000000,276,0,143134,143134,0,37348,0,37348,180482,0.077559,0.010698,13.062271,0.000465,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,23,0.869565,0.739130,1.000000,20.000000,23,0,11924,11924,0,2848,0,2848,14772,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,23,0.869565,0.739130,1.000000,20.000000,23,0,11924,11924,0,2848,0,2848,14772,0.017620,0.002430,1.000000,0.000122,estimated +cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,23,0.869565,0.739130,1.000000,20.000000,23,0,11924,11924,0,2848,0,2848,14772,0.005934,0.000819,1.000000,0.000041,estimated diff --git a/data/external/evidence/formal/five_benchmark_cost_efficiency/common_intersection_coverage.csv b/data/external/evidence/formal/five_benchmark_cost_efficiency/common_intersection_coverage.csv new file mode 100644 index 0000000000000000000000000000000000000000..ec067fedd02e3447680b27625605f72f38522e53 --- /dev/null +++ b/data/external/evidence/formal/five_benchmark_cost_efficiency/common_intersection_coverage.csv @@ -0,0 +1,6 @@ +experiment_id,benchmark,common_questions_with_16_parse_ok,generator_questions_with_16_parse_ok_json,deepseek_questions_with_16_parse_ok,mimo_questions_with_16_parse_ok,mimo_medium_questions_with_16_parse_ok +cost_efficiency_pool_size_2x2_pilot,mmlu_pro,7544,"{""deepseek"": 12028, ""mimo"": 7544}",12028,7544,0 +cost_efficiency_pool_size_2x2_pilot,gpqa,233,"{""deepseek"": 546, ""mimo"": 233}",546,233,0 +cost_efficiency_pool_size_2x2_pilot,medxpertqa,2294,"{""deepseek"": 2450, ""mimo"": 2294}",2450,2294,0 +cost_efficiency_pool_size_2x2_pilot,musr,725,"{""deepseek"": 756, ""mimo"": 725}",756,725,0 +cost_efficiency_pool_size_2x2_pilot,hle_text_mc,445,"{""deepseek"": 467, ""mimo"": 466}",467,466,0 diff --git a/data/external/evidence/formal/five_benchmark_cost_efficiency/coverage_by_generator.csv b/data/external/evidence/formal/five_benchmark_cost_efficiency/coverage_by_generator.csv new file mode 100644 index 0000000000000000000000000000000000000000..89d9c3374c43460cd56503cc80689527be1df3f9 --- /dev/null +++ b/data/external/evidence/formal/five_benchmark_cost_efficiency/coverage_by_generator.csv @@ -0,0 +1,11 @@ +experiment_id,generator,benchmark,sample_bank_questions,parse_ok_questions,questions_with_16_parse_ok,underfilled_questions,zero_parse_ok_questions,min_parse_ok,median_parse_ok,max_parse_ok +cost_efficiency_pool_size_2x2_pilot,deepseek,mmlu_pro,12032,12032,12028,4,0,15,16.0,128 +cost_efficiency_pool_size_2x2_pilot,deepseek,gpqa,546,546,546,0,0,16,16.0,127 +cost_efficiency_pool_size_2x2_pilot,deepseek,medxpertqa,2450,2450,2450,0,0,16,64.0,128 +cost_efficiency_pool_size_2x2_pilot,deepseek,musr,756,756,756,0,0,16,16.0,128 +cost_efficiency_pool_size_2x2_pilot,deepseek,hle_text_mc,498,497,467,30,1,3,64,128 +cost_efficiency_pool_size_2x2_pilot,mimo,mmlu_pro,12032,12029,7544,4485,3,1,16,64 +cost_efficiency_pool_size_2x2_pilot,mimo,gpqa,546,546,233,313,0,2,15.0,16 +cost_efficiency_pool_size_2x2_pilot,mimo,medxpertqa,2450,2450,2294,156,0,6,16.0,16 +cost_efficiency_pool_size_2x2_pilot,mimo,musr,756,756,725,31,0,14,16.0,16 +cost_efficiency_pool_size_2x2_pilot,mimo,hle_text_mc,498,498,466,32,0,6,16.0,128 diff --git a/data/external/evidence/formal/five_benchmark_cost_efficiency/formal_readiness_audit.csv b/data/external/evidence/formal/five_benchmark_cost_efficiency/formal_readiness_audit.csv new file mode 100644 index 0000000000000000000000000000000000000000..3124af9374703bf4662dfb53735a61eb988c5786 --- /dev/null +++ b/data/external/evidence/formal/five_benchmark_cost_efficiency/formal_readiness_audit.csv @@ -0,0 +1,13 @@ +check,status,value,notes +repair_targets_parse_ok_above_98pct,PASS,all three repair targets >98%,See audits/repair_audit_summary.md +primary_pool_size_ranking_cells,PASS,48,Excludes copied reused rank-16 source cells +primary_pool_size_total_parse_ok_rate,PASS,308456/309612=0.996266,After raw-log reconciliation +all_formal_ranking_cells,PASS,52,Includes 4 copied reused rank-16 source cells +all_formal_total_parse_ok_rate,PASS,353418/354576=0.996734,Primary pool-size cells plus reused rank-16 provenance +bad_jsonl,PASS,0, +duplicate_keys,PASS,tasks=0;details=0, +denominator_mismatch,PASS,0, +raw_success_missing_from_details,PASS,0, +natural_scope,PASS_WITH_CAVEAT,strict-common parse-ok-filtered,Not a full benchmark-population claim +balanced_scope,PASS_WITH_CAVEAT,stress-test only,Sparse cells remain appendix/caveat material +rank16_reuse_source,PASS,copied,k=8 and k=16 natural rows are traceable through copied rank-16 source diff --git a/data/external/evidence/formal/five_benchmark_cost_efficiency/natural_pool_size_benchmark_accuracy_cost.csv b/data/external/evidence/formal/five_benchmark_cost_efficiency/natural_pool_size_benchmark_accuracy_cost.csv new file mode 100644 index 0000000000000000000000000000000000000000..0481175fc04865f58be41d48aac5030783708c72 --- /dev/null +++ b/data/external/evidence/formal/five_benchmark_cost_efficiency/natural_pool_size_benchmark_accuracy_cost.csv @@ -0,0 +1,2305 @@ +experiment_id,population,pool_size,rank_source,benchmark,generator,selector,cell_id,strategy,cost_scenario,currency,n_questions,accuracy,ci_low,ci_high,correct_questions,generation_requests,selector_requests,prompt_tokens,generation_prompt_tokens,selector_prompt_tokens,generation_completion_tokens,selector_completion_tokens,completion_tokens,total_tokens,estimated_cost_native,estimated_cost_usd_normalized,relative_cost_vs_single,cost_per_correct,accuracy_status +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@10,observed_free,USD,11240,0.646263,0.637456,0.655071,7264.000000,112400,11240,70486834,53966048,16520786,10686517,460840,11147357,81634191,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@10,paid_equivalent_cache_miss,USD,11240,0.646263,0.637456,0.655071,7264.000000,112400,11240,70486834,53966048,16520786,10686517,460840,11147357,81634191,12.989417,12.989417,12.374456,0.001788,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@10,paid_equivalent_cache_hit,USD,11240,0.646263,0.637456,0.655071,7264.000000,112400,11240,70486834,53966048,16520786,10686517,460840,11147357,81634191,3.318623,3.318623,10.726620,0.000457,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@10,observed_free,USD,11240,0.624822,0.615836,0.633719,7023.000000,112400,0,53966048,53966048,0,10686517,0,10686517,64652565,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@10,paid_equivalent_cache_miss,USD,11240,0.624822,0.615836,0.633719,7023.000000,112400,0,53966048,53966048,0,10686517,0,10686517,64652565,10.547471,10.547471,10.048120,0.001502,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@10,paid_equivalent_cache_hit,USD,11240,0.624822,0.615836,0.633719,7023.000000,112400,0,53966048,53966048,0,10686517,0,10686517,64652565,3.143330,3.143330,10.160029,0.000448,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@10,observed_free,USD,11240,0.912811,0.907562,0.917972,10260.000000,112400,0,53966048,53966048,0,10686517,0,10686517,64652565,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@10,paid_equivalent_cache_miss,USD,11240,0.912811,0.907562,0.917972,10260.000000,112400,0,53966048,53966048,0,10686517,0,10686517,64652565,10.547471,10.547471,10.048120,0.001028,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@10,paid_equivalent_cache_hit,USD,11240,0.912811,0.907562,0.917972,10260.000000,112400,0,53966048,53966048,0,10686517,0,10686517,64652565,3.143330,3.143330,10.160029,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5395879,5395879,0,1050976,0,1050976,6446855,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5395879,5395879,0,1050976,0,1050976,6446855,1.049696,1.049696,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5395879,5395879,0,1050976,0,1050976,6446855,0.309382,0.309382,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,11240,0.643416,0.634520,0.652224,7232.000000,134880,11240,83597936,64765615,18832321,12803941,550760,13354701,96952637,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,11240,0.643416,0.634520,0.652224,7232.000000,134880,11240,83597936,64765615,18832321,12803941,550760,13354701,96952637,15.443027,15.443027,14.711764,0.002135,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,11240,0.643416,0.634520,0.652224,7232.000000,134880,11240,83597936,64765615,18832321,12803941,550760,13354701,96952637,3.973391,3.973391,12.843616,0.000549,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,11240,0.629270,0.620374,0.638167,7073.000000,134880,0,64765615,64765615,0,12803941,0,12803941,77569556,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,11240,0.629270,0.620374,0.638167,7073.000000,134880,0,64765615,64765615,0,12803941,0,12803941,77569556,12.652290,12.652290,12.053175,0.001789,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,11240,0.629270,0.620374,0.638167,7073.000000,134880,0,64765615,64765615,0,12803941,0,12803941,77569556,3.766447,3.766447,12.174689,0.000533,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,11240,0.933363,0.928737,0.937900,10491.000000,134880,0,64765615,64765615,0,12803941,0,12803941,77569556,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,11240,0.933363,0.928737,0.937900,10491.000000,134880,0,64765615,64765615,0,12803941,0,12803941,77569556,12.652290,12.652290,12.053175,0.001206,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,11240,0.933363,0.928737,0.937900,10491.000000,134880,0,64765615,64765615,0,12803941,0,12803941,77569556,3.766447,3.766447,12.174689,0.000359,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5396061,5396061,0,1050921,0,1050921,6446982,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5396061,5396061,0,1050921,0,1050921,6446982,1.049706,1.049706,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5396061,5396061,0,1050921,0,1050921,6446982,0.309367,0.309367,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@14,observed_free,USD,11207,0.645936,0.637102,0.654769,7239.000000,156898,11207,96420146,75323418,21096728,14894113,638799,15532912,111953058,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@14,paid_equivalent_cache_miss,USD,11207,0.645936,0.637102,0.654769,7239.000000,156898,11207,96420146,75323418,21096728,14894113,638799,15532912,111953058,17.848036,17.848036,17.057049,0.002466,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@14,paid_equivalent_cache_hit,USD,11207,0.645936,0.637102,0.654769,7239.000000,156898,11207,96420146,75323418,21096728,14894113,638799,15532912,111953058,4.619192,4.619192,14.978653,0.000638,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@14,observed_free,USD,11207,0.638440,0.629517,0.647363,7155.000000,156898,0,75323418,75323418,0,14894113,0,14894113,90217531,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@14,paid_equivalent_cache_miss,USD,11207,0.638440,0.629517,0.647363,7155.000000,156898,0,75323418,75323418,0,14894113,0,14894113,90217531,14.715630,14.715630,14.063465,0.002057,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@14,paid_equivalent_cache_hit,USD,11207,0.638440,0.629517,0.647363,7155.000000,156898,0,75323418,75323418,0,14894113,0,14894113,90217531,4.381257,4.381257,14.207102,0.000612,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@14,observed_free,USD,11207,0.947265,0.943071,0.951370,10616.000000,156898,0,75323418,75323418,0,14894113,0,14894113,90217531,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@14,paid_equivalent_cache_miss,USD,11207,0.947265,0.943071,0.951370,10616.000000,156898,0,75323418,75323418,0,14894113,0,14894113,90217531,14.715630,14.715630,14.063465,0.001386,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@14,paid_equivalent_cache_hit,USD,11207,0.947265,0.943071,0.951370,10616.000000,156898,0,75323418,75323418,0,14894113,0,14894113,90217531,4.381257,4.381257,14.207102,0.000413,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,11207,0.414295,0.405193,0.423396,4643.000000,11207,0,5378924,5378924,0,1047585,0,1047585,6426509,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,11207,0.414295,0.405193,0.423396,4643.000000,11207,0,5378924,5378924,0,1047585,0,1047585,6426509,1.046373,1.046373,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,11207,0.414295,0.405193,0.423396,4643.000000,11207,0,5378924,5378924,0,1047585,0,1047585,6426509,0.308385,0.308385,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@16,observed_free,USD,11241,0.648786,0.639979,0.657593,7293.000000,179856,0,86365379,86365379,0,17079852,0,17079852,103445231,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@16,paid_equivalent_cache_miss,USD,11241,0.648786,0.639979,0.657593,7293.000000,179856,0,86365379,86365379,0,17079852,0,17079852,103445231,16.873512,16.873512,16.073272,0.002314,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@16,paid_equivalent_cache_hit,USD,11241,0.648786,0.639979,0.657593,7293.000000,179856,0,86365379,86365379,0,17079852,0,17079852,103445231,5.024182,5.024182,16.237838,0.000689,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@16,observed_free,USD,11241,0.957744,0.954008,0.961391,10766.000000,179856,0,86365379,86365379,0,17079852,0,17079852,103445231,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@16,paid_equivalent_cache_miss,USD,11241,0.957744,0.954008,0.961391,10766.000000,179856,0,86365379,86365379,0,17079852,0,17079852,103445231,16.873512,16.873512,16.073272,0.001567,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@16,paid_equivalent_cache_hit,USD,11241,0.957744,0.954008,0.961391,10766.000000,179856,0,86365379,86365379,0,17079852,0,17079852,103445231,5.024182,5.024182,16.237838,0.000467,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,1.049787,1.049787,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,0.309412,0.309412,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@16,observed_free,USD,11241,0.645405,0.636509,0.654212,7255.000000,179856,11241,109861684,86365379,23496305,17079852,730665,17810517,127672201,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@16,paid_equivalent_cache_miss,USD,11241,0.645405,0.636509,0.654212,7255.000000,179856,11241,109861684,86365379,23496305,17079852,730665,17810517,127672201,20.367581,20.367581,19.401632,0.002807,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@16,paid_equivalent_cache_hit,USD,11241,0.645405,0.636509,0.654212,7255.000000,179856,11241,109861684,86365379,23496305,17079852,730665,17810517,127672201,5.294557,5.294557,17.111673,0.000730,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@2,observed_free,USD,11241,0.535095,0.525843,0.544347,6015.000000,22482,11241,17985074,10792846,7192228,2113500,123651,2237151,20222225,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@2,paid_equivalent_cache_miss,USD,11241,0.535095,0.525843,0.544347,6015.000000,22482,11241,17985074,10792846,7192228,2113500,123651,2237151,20222225,3.144313,3.144313,2.995191,0.000523,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@2,paid_equivalent_cache_hit,USD,11241,0.535095,0.525843,0.544347,6015.000000,22482,11241,17985074,10792846,7192228,2113500,123651,2237151,20222225,0.676760,0.676760,2.187245,0.000113,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@2,observed_free,USD,11241,0.399875,0.390802,0.408949,4495.000000,22482,0,10792846,10792846,0,2113500,0,2113500,12906346,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@2,paid_equivalent_cache_miss,USD,11241,0.399875,0.390802,0.408949,4495.000000,22482,0,10792846,10792846,0,2113500,0,2113500,12906346,2.102778,2.102778,2.003052,0.000468,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@2,paid_equivalent_cache_hit,USD,11241,0.399875,0.390802,0.408949,4495.000000,22482,0,10792846,10792846,0,2113500,0,2113500,12906346,0.622000,0.622000,2.010265,0.000138,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@2,observed_free,USD,11241,0.596121,0.587047,0.605195,6701.000000,22482,0,10792846,10792846,0,2113500,0,2113500,12906346,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@2,paid_equivalent_cache_miss,USD,11241,0.596121,0.587047,0.605195,6701.000000,22482,0,10792846,10792846,0,2113500,0,2113500,12906346,2.102778,2.102778,2.003052,0.000314,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@2,paid_equivalent_cache_hit,USD,11241,0.596121,0.587047,0.605195,6701.000000,22482,0,10792846,10792846,0,2113500,0,2113500,12906346,0.622000,0.622000,2.010265,0.000093,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,1.049787,1.049787,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,0.309412,0.309412,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,11241,0.615070,0.606085,0.624055,6914.000000,44964,11241,31113226,21586762,9526464,4259386,213579,4472965,35586191,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,11241,0.615070,0.606085,0.624055,6914.000000,44964,11241,31113226,21586762,9526464,4259386,213579,4472965,35586191,5.608282,5.608282,5.342305,0.000811,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,11241,0.615070,0.606085,0.624055,6914.000000,44964,11241,31113226,21586762,9526464,4259386,213579,4472965,35586191,1.339547,1.339547,4.329331,0.000194,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,11241,0.507339,0.498087,0.516591,5703.000000,44964,0,21586762,21586762,0,4259386,0,4259386,25846148,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,11241,0.507339,0.498087,0.516591,5703.000000,44964,0,21586762,21586762,0,4259386,0,4259386,25846148,4.214775,4.214775,4.014886,0.000739,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,11241,0.507339,0.498087,0.516591,5703.000000,44964,0,21586762,21586762,0,4259386,0,4259386,25846148,1.253071,1.253071,4.049846,0.000220,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,11241,0.765590,0.757762,0.773419,8606.000000,44964,0,21586762,21586762,0,4259386,0,4259386,25846148,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,11241,0.765590,0.757762,0.773419,8606.000000,44964,0,21586762,21586762,0,4259386,0,4259386,25846148,4.214775,4.214775,4.014886,0.000490,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,11241,0.765590,0.757762,0.773419,8606.000000,44964,0,21586762,21586762,0,4259386,0,4259386,25846148,1.253071,1.253071,4.049846,0.000146,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,1.049787,1.049787,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,0.309412,0.309412,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@6,observed_free,USD,11241,0.637043,0.628147,0.645939,7161.000000,67446,11241,44241153,32381287,11859866,6404414,292276,6696690,50937843,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@6,paid_equivalent_cache_miss,USD,11241,0.637043,0.628147,0.645939,7161.000000,67446,11241,44241153,32381287,11859866,6404414,292276,6696690,50937843,8.068835,8.068835,7.686164,0.001127,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@6,paid_equivalent_cache_hit,USD,11241,0.637043,0.628147,0.645939,7161.000000,67446,11241,44241153,32381287,11859866,6404414,292276,6696690,50937843,1.998948,1.998948,6.460473,0.000279,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@6,observed_free,USD,11241,0.573170,0.564007,0.582333,6443.000000,67446,0,32381287,32381287,0,6404414,0,6404414,38785701,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@6,paid_equivalent_cache_miss,USD,11241,0.573170,0.564007,0.582333,6443.000000,67446,0,32381287,32381287,0,6404414,0,6404414,38785701,6.326616,6.326616,6.026571,0.000982,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@6,paid_equivalent_cache_hit,USD,11241,0.573170,0.564007,0.582333,6443.000000,67446,0,32381287,32381287,0,6404414,0,6404414,38785701,1.883904,1.883904,6.088658,0.000292,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@6,observed_free,USD,11241,0.840584,0.833823,0.847345,9449.000000,67446,0,32381287,32381287,0,6404414,0,6404414,38785701,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@6,paid_equivalent_cache_miss,USD,11241,0.840584,0.833823,0.847345,9449.000000,67446,0,32381287,32381287,0,6404414,0,6404414,38785701,6.326616,6.326616,6.026571,0.000670,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@6,paid_equivalent_cache_hit,USD,11241,0.840584,0.833823,0.847345,9449.000000,67446,0,32381287,32381287,0,6404414,0,6404414,38785701,1.883904,1.883904,6.088658,0.000199,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,1.049787,1.049787,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,0.309412,0.309412,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@8,observed_free,USD,11241,0.606974,0.597901,0.615959,6823.000000,89928,0,43175896,43175896,0,8543869,0,8543869,51719765,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@8,paid_equivalent_cache_miss,USD,11241,0.606974,0.597901,0.615959,6823.000000,89928,0,43175896,43175896,0,8543869,0,8543869,51719765,8.436909,8.436909,8.036782,0.001237,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@8,paid_equivalent_cache_hit,USD,11241,0.606974,0.597901,0.615959,6823.000000,89928,0,43175896,43175896,0,8543869,0,8543869,51719765,2.513176,2.513176,8.122426,0.000368,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@8,observed_free,USD,11241,0.884263,0.878303,0.890134,9940.000000,89928,0,43175896,43175896,0,8543869,0,8543869,51719765,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@8,paid_equivalent_cache_miss,USD,11241,0.884263,0.878303,0.890134,9940.000000,89928,0,43175896,43175896,0,8543869,0,8543869,51719765,8.436909,8.436909,8.036782,0.000849,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@8,paid_equivalent_cache_hit,USD,11241,0.884263,0.878303,0.890134,9940.000000,89928,0,43175896,43175896,0,8543869,0,8543869,51719765,2.513176,2.513176,8.122426,0.000253,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,1.049787,1.049787,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,0.309412,0.309412,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@8,observed_free,USD,11241,0.640512,0.631616,0.649408,7200.000000,89928,11241,57363425,43175896,14187529,8543869,1307253,9851122,67214547,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@8,paid_equivalent_cache_miss,USD,11241,0.640512,0.631616,0.649408,7200.000000,89928,11241,57363425,43175896,14187529,8543869,1307253,9851122,67214547,10.789194,10.789194,10.277508,0.001498,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@8,paid_equivalent_cache_hit,USD,11241,0.640512,0.631616,0.649408,7200.000000,89928,11241,57363425,43175896,14187529,8543869,1307253,9851122,67214547,2.918932,2.918932,9.433803,0.000405,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@10,observed_free,USD,11227,0.583059,0.573973,0.592144,6546.000000,112270,11227,70391505,53891218,16500287,10674005,460307,11134312,81525817,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@10,paid_equivalent_cache_miss,MIXED,11227,0.583059,0.573973,0.592144,6546.000000,112270,11227,70391505,53891218,16500287,10674005,460307,11134312,81525817,27.954393,12.936375,12.340407,0.001976,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@10,paid_equivalent_cache_hit,MIXED,11227,0.583059,0.573973,0.592144,6546.000000,112270,11227,70391505,53891218,16500287,10674005,460307,11134312,81525817,4.390237,3.312116,10.718614,0.000506,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@10,observed_free,USD,11227,0.624566,0.615570,0.633473,7012.000000,112270,0,53891218,53891218,0,10674005,0,10674005,64565223,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@10,paid_equivalent_cache_miss,MIXED,11227,0.624566,0.615570,0.633473,7012.000000,112270,0,53891218,53891218,0,10674005,0,10674005,64565223,10.533492,10.533492,10.048223,0.001502,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@10,paid_equivalent_cache_hit,MIXED,11227,0.624566,0.615570,0.633473,7012.000000,112270,0,53891218,53891218,0,10674005,0,10674005,64565223,3.139617,3.139617,10.160376,0.000448,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@10,observed_free,USD,11227,0.912800,0.907544,0.917966,10248.000000,112270,0,53891218,53891218,0,10674005,0,10674005,64565223,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@10,paid_equivalent_cache_miss,MIXED,11227,0.912800,0.907544,0.917966,10248.000000,112270,0,53891218,53891218,0,10674005,0,10674005,64565223,10.533492,10.533492,10.048223,0.001028,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@10,paid_equivalent_cache_hit,MIXED,11227,0.912800,0.907544,0.917966,10248.000000,112270,0,53891218,53891218,0,10674005,0,10674005,64565223,3.139617,3.139617,10.160376,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,11227,0.414358,0.405273,0.423443,4652.000000,11227,0,5388396,5388396,0,1049710,0,1049710,6438106,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,11227,0.414358,0.405273,0.423443,4652.000000,11227,0,5388396,5388396,0,1049710,0,1049710,6438106,1.048294,1.048294,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,11227,0.414358,0.405273,0.423443,4652.000000,11227,0,5388396,5388396,0,1049710,0,1049710,6438106,0.309006,0.309006,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,11067,0.590042,0.580916,0.599169,6530.000000,132804,11067,82328527,63786920,18541607,12604485,542283,13146768,95475295,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,11067,0.590042,0.580916,0.599169,6530.000000,132804,11067,82328527,63786920,18541607,12604485,542283,13146768,95475295,32.085598,15.166483,14.672859,0.002323,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,11067,0.590042,0.580916,0.599169,6530.000000,132804,11067,82328527,63786920,18541607,12604485,542283,13146768,95475295,5.163257,3.908604,12.836559,0.000599,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,11067,0.628083,0.619048,0.637119,6951.000000,132804,0,63786920,63786920,0,12604485,0,12604485,76391405,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,11067,0.628083,0.619048,0.637119,6951.000000,132804,0,63786920,63786920,0,12604485,0,12604485,76391405,12.459425,12.459425,12.053907,0.001792,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,11067,0.628083,0.619048,0.637119,6951.000000,132804,0,63786920,63786920,0,12604485,0,12604485,76391405,3.707859,3.707859,12.177277,0.000533,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,11067,0.932863,0.928165,0.937472,10324.000000,132804,0,63786920,63786920,0,12604485,0,12604485,76391405,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,11067,0.932863,0.928165,0.937472,10324.000000,132804,0,63786920,63786920,0,12604485,0,12604485,76391405,12.459425,12.459425,12.053907,0.001207,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,11067,0.932863,0.928165,0.937472,10324.000000,132804,0,63786920,63786920,0,12604485,0,12604485,76391405,3.707859,3.707859,12.177277,0.000359,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,11067,0.414656,0.405530,0.423873,4589.000000,11067,0,5314521,5314521,0,1034318,0,1034318,6348839,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,11067,0.414656,0.405530,0.423873,4589.000000,11067,0,5314521,5314521,0,1034318,0,1034318,6348839,1.033642,1.033642,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,11067,0.414656,0.405530,0.423873,4589.000000,11067,0,5314521,5314521,0,1034318,0,1034318,6348839,0.304490,0.304490,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@14,observed_free,USD,11010,0.598002,0.588828,0.607175,6584.000000,154140,11010,94764279,74035599,20728680,14632502,627570,15260072,110024351,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@14,paid_equivalent_cache_miss,MIXED,11010,0.598002,0.588828,0.607175,6584.000000,154140,11010,94764279,74035599,20728680,14632502,627570,15260072,110024351,36.445904,17.494335,17.012010,0.002657,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@14,paid_equivalent_cache_hit,MIXED,11010,0.598002,0.588828,0.607175,6584.000000,154140,11010,94764279,74035599,20728680,14632502,627570,15260072,110024351,5.974114,4.534706,14.967014,0.000689,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@14,observed_free,USD,11010,0.639328,0.630336,0.648320,7039.000000,154140,0,74035599,74035599,0,14632502,0,14632502,88668101,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@14,paid_equivalent_cache_miss,MIXED,11010,0.639328,0.630336,0.648320,7039.000000,154140,0,74035599,74035599,0,14632502,0,14632502,88668101,14.462084,14.462084,14.063360,0.002055,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@14,paid_equivalent_cache_hit,MIXED,11010,0.639328,0.630336,0.648320,7039.000000,154140,0,74035599,74035599,0,14632502,0,14632502,88668101,4.304400,4.304400,14.206878,0.000612,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@14,observed_free,USD,11010,0.947502,0.943324,0.951589,10432.000000,154140,0,74035599,74035599,0,14632502,0,14632502,88668101,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@14,paid_equivalent_cache_miss,MIXED,11010,0.947502,0.943324,0.951589,10432.000000,154140,0,74035599,74035599,0,14632502,0,14632502,88668101,14.462084,14.462084,14.063360,0.001386,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@14,paid_equivalent_cache_hit,MIXED,11010,0.947502,0.943324,0.951589,10432.000000,154140,0,74035599,74035599,0,14632502,0,14632502,88668101,4.304400,4.304400,14.206878,0.000413,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,11010,0.414078,0.404905,0.423252,4559.000000,11010,0,5286965,5286965,0,1029202,0,1029202,6316167,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,11010,0.414078,0.404905,0.423252,4559.000000,11010,0,5286965,5286965,0,1029202,0,1029202,6316167,1.028352,1.028352,1.000000,0.000226,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,11010,0.414078,0.404905,0.423252,4559.000000,11010,0,5286965,5286965,0,1029202,0,1029202,6316167,0.302980,0.302980,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@16,observed_free,USD,11240,0.648754,0.639947,0.657562,7292.000000,179840,0,86361651,86361651,0,17079105,0,17079105,103440756,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@16,paid_equivalent_cache_miss,MIXED,11240,0.648754,0.639947,0.657562,7292.000000,179840,0,86361651,86361651,0,17079105,0,17079105,103440756,16.872781,16.872781,16.073326,0.002314,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@16,paid_equivalent_cache_hit,MIXED,11240,0.648754,0.639947,0.657562,7292.000000,179840,0,86361651,86361651,0,17079105,0,17079105,103440756,5.023962,5.023962,16.238072,0.000689,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@16,observed_free,USD,11240,0.957740,0.954004,0.961388,10765.000000,179840,0,86361651,86361651,0,17079105,0,17079105,103440756,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@16,paid_equivalent_cache_miss,MIXED,11240,0.957740,0.954004,0.961388,10765.000000,179840,0,86361651,86361651,0,17079105,0,17079105,103440756,16.872781,16.872781,16.073326,0.001567,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@16,paid_equivalent_cache_hit,MIXED,11240,0.957740,0.954004,0.961388,10765.000000,179840,0,86361651,86361651,0,17079105,0,17079105,103440756,5.023962,5.023962,16.238072,0.000467,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5396092,5396092,0,1051017,0,1051017,6447109,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5396092,5396092,0,1051017,0,1051017,6447109,1.049738,1.049738,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5396092,5396092,0,1051017,0,1051017,6447109,0.309394,0.309394,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@16,observed_free,USD,11240,0.598221,0.589146,0.607295,6724.000000,179840,11240,109856884,86361651,23495233,17079105,730600,17809705,127666589,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@16,paid_equivalent_cache_miss,MIXED,11240,0.598221,0.589146,0.607295,6724.000000,179840,11240,109856884,86361651,23495233,17079105,730600,17809705,127666589,41.829214,20.315047,19.352493,0.003021,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@16,paid_equivalent_cache_hit,MIXED,11240,0.598221,0.589146,0.607295,6724.000000,179840,11240,109856884,86361651,23495233,17079105,730600,17809705,127666589,6.955067,5.290321,17.098977,0.000787,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@2,observed_free,USD,11239,0.513391,0.504137,0.522644,5770.000000,22478,11239,17980759,10790200,7190559,2113099,123629,2236728,20217487,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@2,paid_equivalent_cache_miss,MIXED,11239,0.513391,0.504137,0.522644,5770.000000,22478,11239,17980759,10790200,7190559,2113099,123629,2236728,20217487,9.540113,3.128202,2.980480,0.000542,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@2,paid_equivalent_cache_hit,MIXED,11239,0.513391,0.504137,0.522644,5770.000000,22478,11239,17980759,10790200,7190559,2113099,123629,2236728,20217487,1.012949,0.675821,2.184514,0.000117,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@2,observed_free,USD,11239,0.399947,0.390871,0.409022,4495.000000,22478,0,10790200,10790200,0,2113099,0,2113099,12903299,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@2,paid_equivalent_cache_miss,MIXED,11239,0.399947,0.390871,0.409022,4495.000000,22478,0,10790200,10790200,0,2113099,0,2113099,12903299,2.102296,2.102296,2.003020,0.000468,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@2,paid_equivalent_cache_hit,MIXED,11239,0.399947,0.390871,0.409022,4495.000000,22478,0,10790200,10790200,0,2113099,0,2113099,12903299,0.621880,0.621880,2.010156,0.000138,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@2,observed_free,USD,11239,0.596049,0.586974,0.605125,6699.000000,22478,0,10790200,10790200,0,2113099,0,2113099,12903299,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@2,paid_equivalent_cache_miss,MIXED,11239,0.596049,0.586974,0.605125,6699.000000,22478,0,10790200,10790200,0,2113099,0,2113099,12903299,2.102296,2.102296,2.003020,0.000314,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@2,paid_equivalent_cache_hit,MIXED,11239,0.596049,0.586974,0.605125,6699.000000,22478,0,10790200,10790200,0,2113099,0,2113099,12903299,0.621880,0.621880,2.010156,0.000093,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,11239,0.414361,0.405285,0.423436,4657.000000,11239,0,5395002,5395002,0,1050938,0,1050938,6445940,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,11239,0.414361,0.405285,0.423436,4657.000000,11239,0,5395002,5395002,0,1050938,0,1050938,6445940,1.049563,1.049563,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,11239,0.414361,0.405285,0.423436,4657.000000,11239,0,5395002,5395002,0,1050938,0,1050938,6445940,0.309369,0.309369,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,11231,0.567269,0.558098,0.576440,6371.000000,44924,11231,31073450,21558304,9515146,4255071,213389,4468460,35541910,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,11231,0.567269,0.558098,0.576440,6371.000000,44924,11231,31073450,21558304,9515146,4255071,213389,4468460,35541910,14.151506,5.580882,5.322821,0.000876,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,11231,0.567269,0.558098,0.576440,6371.000000,44924,11231,31073450,21558304,9515146,4255071,213389,4468460,35541910,1.868864,1.336898,4.325369,0.000210,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,11231,0.507346,0.498086,0.516606,5698.000000,44924,0,21558304,21558304,0,4255071,0,4255071,25813375,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,11231,0.507346,0.498086,0.516606,5698.000000,44924,0,21558304,21558304,0,4255071,0,4255071,25813375,4.209582,4.209582,4.014930,0.000739,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,11231,0.507346,0.498086,0.516606,5698.000000,44924,0,21558304,21558304,0,4255071,0,4255071,25813375,1.251783,1.251783,4.049990,0.000220,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,11231,0.765649,0.757813,0.773484,8599.000000,44924,0,21558304,21558304,0,4255071,0,4255071,25813375,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,11231,0.765649,0.757813,0.773484,8599.000000,44924,0,21558304,21558304,0,4255071,0,4255071,25813375,4.209582,4.209582,4.014930,0.000490,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,11231,0.765649,0.757813,0.773484,8599.000000,44924,0,21558304,21558304,0,4255071,0,4255071,25813375,1.251783,1.251783,4.049990,0.000146,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,11231,0.414389,0.405307,0.423471,4654.000000,11231,0,5389212,5389212,0,1049974,0,1049974,6439186,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,11231,0.414389,0.405307,0.423471,4654.000000,11231,0,5389212,5389212,0,1049974,0,1049974,6439186,1.048482,1.048482,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,11231,0.414389,0.405307,0.423471,4654.000000,11231,0,5389212,5389212,0,1049974,0,1049974,6439186,0.309083,0.309083,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@6,observed_free,USD,11230,0.577916,0.568744,0.587088,6490.000000,67380,11230,44193039,32345802,11847237,6397756,291980,6689736,50882775,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@6,paid_equivalent_cache_miss,MIXED,11230,0.577916,0.568744,0.587088,6490.000000,67380,11230,44193039,32345802,11847237,6397756,291980,6689736,50882775,18.750981,8.034432,7.661603,0.001238,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@6,paid_equivalent_cache_hit,MIXED,11230,0.577916,0.568744,0.587088,6490.000000,67380,11230,44193039,32345802,11847237,6397756,291980,6689736,50882775,2.702845,1.995168,6.454807,0.000307,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@6,observed_free,USD,11230,0.573375,0.564203,0.582547,6439.000000,67380,0,32345802,32345802,0,6397756,0,6397756,38743558,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@6,paid_equivalent_cache_miss,MIXED,11230,0.573375,0.564203,0.582547,6439.000000,67380,0,32345802,32345802,0,6397756,0,6397756,38743558,6.319784,6.319784,6.026521,0.000981,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@6,paid_equivalent_cache_hit,MIXED,11230,0.573375,0.564203,0.582547,6439.000000,67380,0,32345802,32345802,0,6397756,0,6397756,38743558,1.881940,1.881940,6.088490,0.000292,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@6,observed_free,USD,11230,0.840695,0.833927,0.847462,9441.000000,67380,0,32345802,32345802,0,6397756,0,6397756,38743558,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@6,paid_equivalent_cache_miss,MIXED,11230,0.840695,0.833927,0.847462,9441.000000,67380,0,32345802,32345802,0,6397756,0,6397756,38743558,6.319784,6.319784,6.026521,0.000669,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@6,paid_equivalent_cache_hit,MIXED,11230,0.840695,0.833927,0.847462,9441.000000,67380,0,32345802,32345802,0,6397756,0,6397756,38743558,1.881940,1.881940,6.088490,0.000199,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,11230,0.414426,0.405343,0.423508,4654.000000,11230,0,5390412,5390412,0,1050016,0,1050016,6440428,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,11230,0.414426,0.405343,0.423508,4654.000000,11230,0,5390412,5390412,0,1050016,0,1050016,6440428,1.048662,1.048662,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,11230,0.414426,0.405343,0.423508,4654.000000,11230,0,5390412,5390412,0,1050016,0,1050016,6440428,0.309098,0.309098,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@8,observed_free,USD,11240,0.606940,0.597865,0.615925,6822.000000,89920,0,43174032,43174032,0,8543470,0,8543470,51717502,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@8,paid_equivalent_cache_miss,MIXED,11240,0.606940,0.597865,0.615925,6822.000000,89920,0,43174032,43174032,0,8543470,0,8543470,51717502,8.436536,8.436536,8.036802,0.001237,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@8,paid_equivalent_cache_hit,MIXED,11240,0.606940,0.597865,0.615925,6822.000000,89920,0,43174032,43174032,0,8543470,0,8543470,51717502,2.513059,2.513059,8.122520,0.000368,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@8,observed_free,USD,11240,0.884253,0.878292,0.890125,9939.000000,89920,0,43174032,43174032,0,8543470,0,8543470,51717502,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@8,paid_equivalent_cache_miss,MIXED,11240,0.884253,0.878292,0.890125,9939.000000,89920,0,43174032,43174032,0,8543470,0,8543470,51717502,8.436536,8.436536,8.036802,0.000849,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@8,paid_equivalent_cache_hit,MIXED,11240,0.884253,0.878292,0.890125,9939.000000,89920,0,43174032,43174032,0,8543470,0,8543470,51717502,2.513059,2.513059,8.122520,0.000253,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5396092,5396092,0,1051017,0,1051017,6447109,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5396092,5396092,0,1051017,0,1051017,6447109,1.049738,1.049738,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5396092,5396092,0,1051017,0,1051017,6447109,0.309394,0.309394,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,deepseek,mimo,deepseek_to_mimo,rank@8,observed_free,USD,11240,0.594395,0.585320,0.603470,6681.000000,89920,11240,57360907,43174032,14186875,8543470,1306501,9849971,67210878,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,deepseek,mimo,deepseek_to_mimo,rank@8,paid_equivalent_cache_miss,MIXED,11240,0.594395,0.585320,0.603470,6681.000000,89920,11240,57360907,43174032,14186875,8543470,1306501,9849971,67210878,25.236413,10.753760,10.244232,0.001610,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,deepseek,mimo,deepseek_to_mimo,rank@8,paid_equivalent_cache_hit,MIXED,11240,0.594395,0.585320,0.603470,6681.000000,89920,11240,57360907,43174032,14186875,8543470,1306501,9849971,67210878,5.409798,2.912609,9.413916,0.000436,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@10,observed_free,USD,11241,0.588916,0.579842,0.597990,6620.000000,112410,11241,80192418,53963391,26229027,20394512,460881,20855393,101047811,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@10,paid_equivalent_cache_miss,MIXED,11241,0.588916,0.579842,0.597990,6620.000000,112410,11241,80192418,53963391,26229027,20394512,460881,20855393,101047811,98.553525,16.870409,13.087200,0.002548,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@10,paid_equivalent_cache_hit,MIXED,11241,0.588916,0.579842,0.597990,6620.000000,112410,11241,80192418,53963391,26229027,20394512,460881,20855393,101047811,42.070780,5.977425,10.680668,0.000903,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@10,observed_free,USD,11241,0.202028,0.194645,0.209501,2271.000000,112410,0,53963391,53963391,0,20394512,0,20394512,74357903,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@10,paid_equivalent_cache_miss,MIXED,11241,0.202028,0.194645,0.209501,2271.000000,112410,0,53963391,53963391,0,20394512,0,20394512,74357903,94.752415,13.069299,10.138494,0.005755,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@10,paid_equivalent_cache_hit,MIXED,11241,0.202028,0.194645,0.209501,2271.000000,112410,0,53963391,53963391,0,20394512,0,20394512,74357903,41.868292,5.774937,10.318855,0.002543,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@10,observed_free,USD,11241,0.988969,0.987012,0.990837,11117.000000,112410,0,53963391,53963391,0,20394512,0,20394512,74357903,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@10,paid_equivalent_cache_miss,MIXED,11241,0.988969,0.987012,0.990837,11117.000000,112410,0,53963391,53963391,0,20394512,0,20394512,74357903,94.752415,13.069299,10.138494,0.001176,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@10,paid_equivalent_cache_hit,MIXED,11241,0.988969,0.987012,0.990837,11117.000000,112410,0,53963391,53963391,0,20394512,0,20394512,74357903,41.868292,5.774937,10.318855,0.000519,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,9.345806,1.289077,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,4.057457,0.559649,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@12,observed_free,USD,11224,0.579116,0.569939,0.588204,6500.000000,134688,11224,95073400,64651572,30421828,24403634,549976,24953610,120027010,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_miss,MIXED,11224,0.579116,0.569939,0.588204,6500.000000,134688,11224,95073400,64651572,30421828,24403634,549976,24953610,120027010,117.871889,20.062544,15.590829,0.003087,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_hit,MIXED,11224,0.579116,0.569939,0.588204,6500.000000,134688,11224,95073400,64651572,30421828,24403634,549976,24953610,120027010,50.339474,7.149561,12.798384,0.001100,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@12,observed_free,USD,11224,0.187990,0.180773,0.195207,2110.000000,134688,0,64651572,64651572,0,24403634,0,24403634,89055206,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_miss,MIXED,11224,0.187990,0.180773,0.195207,2110.000000,134688,0,64651572,64651572,0,24403634,0,24403634,89055206,113.458840,15.649495,12.161399,0.007417,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_hit,MIXED,11224,0.187990,0.180773,0.195207,2110.000000,134688,0,64651572,64651572,0,24403634,0,24403634,89055206,50.100299,6.910386,12.370238,0.003275,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@12,observed_free,USD,11224,0.991536,0.989843,0.993229,11129.000000,134688,0,64651572,64651572,0,24403634,0,24403634,89055206,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_miss,MIXED,11224,0.991536,0.989843,0.993229,11129.000000,134688,0,64651572,64651572,0,24403634,0,24403634,89055206,113.458840,15.649495,12.161399,0.001406,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_hit,MIXED,11224,0.991536,0.989843,0.993229,11129.000000,134688,0,64651572,64651572,0,24403634,0,24403634,89055206,50.100299,6.910386,12.370238,0.000621,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,11224,0.162865,0.156094,0.169726,1828.000000,11224,0,5387102,5387102,0,1971161,0,1971161,7358263,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,11224,0.162865,0.156094,0.169726,1828.000000,11224,0,5387102,5387102,0,1971161,0,1971161,7358263,9.329424,1.286817,1.000000,0.000704,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,11224,0.162865,0.156094,0.169726,1828.000000,11224,0,5387102,5387102,0,1971161,0,1971161,7358263,4.050064,0.558630,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@14,observed_free,USD,11127,0.579401,0.570235,0.588568,6447.000000,155778,11127,108998201,74588386,34409815,28265425,634239,28899664,137897865,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@14,paid_equivalent_cache_miss,MIXED,11127,0.579401,0.570235,0.588568,6447.000000,155778,11127,108998201,74588386,34409815,28265425,634239,28899664,137897865,136.114197,23.080373,18.114841,0.003580,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@14,paid_equivalent_cache_hit,MIXED,11127,0.579401,0.570235,0.588568,6447.000000,155778,11127,108998201,74588386,34409815,28265425,634239,28899664,137897865,58.296552,8.277054,14.938751,0.001284,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@14,observed_free,USD,11127,0.194931,0.187562,0.202301,2169.000000,155778,0,74588386,74588386,0,28265425,0,28265425,102853811,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@14,paid_equivalent_cache_miss,MIXED,11127,0.194931,0.187562,0.202301,2169.000000,155778,0,74588386,74588386,0,28265425,0,28265425,102853811,131.119236,18.085412,14.194501,0.008338,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@14,paid_equivalent_cache_hit,MIXED,11127,0.194931,0.187562,0.202301,2169.000000,155778,0,74588386,74588386,0,28265425,0,28265425,102853811,58.022618,8.003120,14.444344,0.003690,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@14,observed_free,USD,11127,0.993529,0.992001,0.994967,11055.000000,155778,0,74588386,74588386,0,28265425,0,28265425,102853811,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@14,paid_equivalent_cache_miss,MIXED,11127,0.993529,0.992001,0.994967,11055.000000,155778,0,74588386,74588386,0,28265425,0,28265425,102853811,131.119236,18.085412,14.194501,0.001636,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@14,paid_equivalent_cache_hit,MIXED,11127,0.993529,0.992001,0.994967,11055.000000,155778,0,74588386,74588386,0,28265425,0,28265425,102853811,58.022618,8.003120,14.444344,0.000724,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,11127,0.162308,0.155478,0.169228,1806.000000,11127,0,5326886,5326886,0,1955219,0,1955219,7282105,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,11127,0.162308,0.155478,0.169228,1806.000000,11127,0,5326886,5326886,0,1955219,0,1955219,7282105,9.237324,1.274114,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,11127,0.162308,0.155478,0.169228,1806.000000,11127,0,5326886,5326886,0,1955219,0,1955219,7282105,4.016976,0.554066,1.000000,0.000307,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@16,observed_free,USD,11241,0.202829,0.195445,0.210302,2280.000000,179856,0,86358187,86358187,0,32627518,0,32627518,118985705,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@16,paid_equivalent_cache_miss,MIXED,11241,0.202829,0.195445,0.210302,2280.000000,179856,0,86358187,86358187,0,32627518,0,32627518,118985705,151.613223,20.912169,16.222591,0.009172,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@16,paid_equivalent_cache_hit,MIXED,11241,0.202829,0.195445,0.210302,2280.000000,179856,0,86358187,86358187,0,32627518,0,32627518,118985705,66.982200,9.238924,16.508426,0.004052,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@16,observed_free,USD,11241,0.994662,0.993239,0.995997,11181.000000,179856,0,86358187,86358187,0,32627518,0,32627518,118985705,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@16,paid_equivalent_cache_miss,MIXED,11241,0.994662,0.993239,0.995997,11181.000000,179856,0,86358187,86358187,0,32627518,0,32627518,118985705,151.613223,20.912169,16.222591,0.001870,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@16,paid_equivalent_cache_hit,MIXED,11241,0.994662,0.993239,0.995997,11181.000000,179856,0,86358187,86358187,0,32627518,0,32627518,118985705,66.982200,9.238924,16.508426,0.000826,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,9.345806,1.289077,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,4.057457,0.559649,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@16,observed_free,USD,11241,0.577262,0.568099,0.586425,6489.000000,179856,11241,125401856,86358187,39043669,32627518,730665,33358183,158760039,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@16,paid_equivalent_cache_miss,MIXED,11241,0.577262,0.568099,0.586425,6489.000000,179856,11241,125401856,86358187,39043669,32627518,730665,33358183,158760039,157.283923,26.582869,20.621630,0.004097,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@16,paid_equivalent_cache_hit,MIXED,11241,0.577262,0.568099,0.586425,6489.000000,179856,11241,125401856,86358187,39043669,32627518,730665,33358183,158760039,67.296108,9.552833,17.069329,0.001472,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@2,observed_free,USD,11241,0.257272,0.249177,0.265368,2892.000000,22482,11241,19828832,10792562,9036270,3957535,123651,4081186,23910018,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@2,paid_equivalent_cache_miss,MIXED,11241,0.257272,0.249177,0.265368,2892.000000,22482,11241,19828832,10792562,9036270,3957535,123651,4081186,23910018,20.007332,3.880063,3.009954,0.001342,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@2,paid_equivalent_cache_hit,MIXED,11241,0.257272,0.249177,0.265368,2892.000000,22482,11241,19828832,10792562,9036270,3957535,123651,4081186,23910018,8.190845,1.181430,2.111020,0.000409,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@2,observed_free,USD,11241,0.153189,0.146517,0.159861,1722.000000,22482,0,10792562,10792562,0,3957535,0,3957535,14750097,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@2,paid_equivalent_cache_miss,MIXED,11241,0.153189,0.146517,0.159861,1722.000000,22482,0,10792562,10792562,0,3957535,0,3957535,14750097,18.707632,2.580363,2.001714,0.001498,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@2,paid_equivalent_cache_hit,MIXED,11241,0.153189,0.146517,0.159861,1722.000000,22482,0,10792562,10792562,0,3957535,0,3957535,14750097,8.130921,1.121506,2.003945,0.000651,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@2,observed_free,USD,11241,0.304065,0.295614,0.312606,3418.000000,22482,0,10792562,10792562,0,3957535,0,3957535,14750097,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@2,paid_equivalent_cache_miss,MIXED,11241,0.304065,0.295614,0.312606,3418.000000,22482,0,10792562,10792562,0,3957535,0,3957535,14750097,18.707632,2.580363,2.001714,0.000755,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@2,paid_equivalent_cache_hit,MIXED,11241,0.304065,0.295614,0.312606,3418.000000,22482,0,10792562,10792562,0,3957535,0,3957535,14750097,8.130921,1.121506,2.003945,0.000328,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,9.345806,1.289077,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,4.057457,0.559649,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,11241,0.388133,0.379148,0.397118,4363.000000,44964,11241,34927613,21585217,13342396,8075435,213579,8289014,43216627,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,11241,0.388133,0.379148,0.397118,4363.000000,44964,11241,34927613,21585217,13342396,8075435,213579,8289014,43216627,39.663825,7.132715,5.533195,0.001635,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,11241,0.388133,0.379148,0.397118,4363.000000,44964,11241,34927613,21585217,13342396,8075435,213579,8289014,43216627,16.679735,2.384412,4.260549,0.000547,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,11241,0.155947,0.149275,0.162708,1753.000000,44964,0,21585217,21585217,0,8075435,0,8075435,29660652,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,11241,0.155947,0.149275,0.162708,1753.000000,44964,0,21585217,21585217,0,8075435,0,8075435,29660652,37.736087,5.204978,4.037756,0.002969,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,11241,0.155947,0.149275,0.162708,1753.000000,44964,0,21585217,21585217,0,8075435,0,8075435,29660652,16.582574,2.287252,4.086940,0.001305,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,11241,0.537497,0.528245,0.546749,6042.000000,44964,0,21585217,21585217,0,8075435,0,8075435,29660652,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,11241,0.537497,0.528245,0.546749,6042.000000,44964,0,21585217,21585217,0,8075435,0,8075435,29660652,37.736087,5.204978,4.037756,0.000861,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,11241,0.537497,0.528245,0.546749,6042.000000,44964,0,21585217,21585217,0,8075435,0,8075435,29660652,16.582574,2.287252,4.086940,0.000379,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,9.345806,1.289077,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,4.057457,0.559649,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@6,observed_free,USD,11241,0.470599,0.461347,0.479851,5290.000000,67446,11241,50027521,32377939,17649582,12194382,292266,12486648,62514169,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@6,paid_equivalent_cache_miss,MIXED,11241,0.470599,0.461347,0.479851,5290.000000,67446,11241,50027521,32377939,17649582,12194382,292266,12486648,62514169,59.319479,10.382666,8.054341,0.001963,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@6,paid_equivalent_cache_hit,MIXED,11241,0.470599,0.461347,0.479851,5290.000000,67446,11241,50027521,32377939,17649582,12194382,292266,12486648,62514169,25.167576,3.584539,6.404977,0.000678,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@6,observed_free,USD,11241,0.164131,0.157281,0.170981,1845.000000,67446,0,32377939,32377939,0,12194382,0,12194382,44572321,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@6,paid_equivalent_cache_miss,MIXED,11241,0.164131,0.157281,0.170981,1845.000000,67446,0,32377939,32377939,0,12194382,0,12194382,44572321,56.766703,7.829890,6.074028,0.004244,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@6,paid_equivalent_cache_hit,MIXED,11241,0.164131,0.157281,0.170981,1845.000000,67446,0,32377939,32377939,0,12194382,0,12194382,44572321,25.036323,3.453286,6.170450,0.001872,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@6,observed_free,USD,11241,0.707588,0.699137,0.715951,7954.000000,67446,0,32377939,32377939,0,12194382,0,12194382,44572321,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@6,paid_equivalent_cache_miss,MIXED,11241,0.707588,0.699137,0.715951,7954.000000,67446,0,32377939,32377939,0,12194382,0,12194382,44572321,56.766703,7.829890,6.074028,0.000984,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@6,paid_equivalent_cache_hit,MIXED,11241,0.707588,0.699137,0.715951,7954.000000,67446,0,32377939,32377939,0,12194382,0,12194382,44572321,25.036323,3.453286,6.170450,0.000434,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,9.345806,1.289077,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,4.057457,0.559649,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@8,observed_free,USD,11241,0.175607,0.168579,0.182635,1974.000000,89928,0,43170665,43170665,0,16284228,0,16284228,59454893,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@8,paid_equivalent_cache_miss,MIXED,11241,0.175607,0.168579,0.182635,1974.000000,89928,0,43170665,43170665,0,16284228,0,16284228,59454893,75.739121,10.446775,8.104074,0.005292,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@8,paid_equivalent_cache_hit,MIXED,11241,0.175607,0.168579,0.182635,1974.000000,89928,0,43170665,43170665,0,16284228,0,16284228,59454893,33.431869,4.611292,8.239614,0.002336,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@8,observed_free,USD,11241,0.859265,0.852771,0.865670,9659.000000,89928,0,43170665,43170665,0,16284228,0,16284228,59454893,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@8,paid_equivalent_cache_miss,MIXED,11241,0.859265,0.852771,0.865670,9659.000000,89928,0,43170665,43170665,0,16284228,0,16284228,59454893,75.739121,10.446775,8.104074,0.001082,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@8,paid_equivalent_cache_hit,MIXED,11241,0.859265,0.852771,0.865670,9659.000000,89928,0,43170665,43170665,0,16284228,0,16284228,59454893,33.431869,4.611292,8.239614,0.000477,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,9.345806,1.289077,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,4.057457,0.559649,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,mimo,deepseek,mimo_to_deepseek,rank@8,observed_free,USD,11241,0.532871,0.523619,0.542123,5990.000000,89928,11241,65098309,43170665,21927644,16284228,1217295,17501523,82599832,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,mimo,deepseek,mimo_to_deepseek,rank@8,paid_equivalent_cache_miss,MIXED,11241,0.532871,0.523619,0.542123,5990.000000,89928,11241,65098309,43170665,21927644,16284228,1217295,17501523,82599832,79.149834,13.857488,10.749930,0.002313,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,mimo,deepseek,mimo_to_deepseek,rank@8,paid_equivalent_cache_hit,MIXED,11241,0.532871,0.523619,0.542123,5990.000000,89928,11241,65098309,43170665,21927644,16284228,1217295,17501523,82599832,33.834109,5.013532,8.958351,0.000837,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,mimo,mimo,mimo_to_mimo,rank@10,observed_free,USD,11229,0.499955,0.490694,0.509217,5614.000000,112290,11229,80115937,53910851,26205086,20376291,460389,20836680,100952617,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,mimo,mimo,mimo_to_mimo,rank@10,paid_equivalent_cache_miss,CNY,11229,0.499955,0.490694,0.509217,5614.000000,112290,11229,80115937,53910851,26205086,20376291,460389,20836680,100952617,121.789297,16.798524,13.044368,0.002992,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,mimo,mimo,mimo_to_mimo,rank@10,paid_equivalent_cache_hit,CNY,11229,0.499955,0.490694,0.509217,5614.000000,112290,11229,80115937,53910851,26205086,20376291,460389,20836680,100952617,43.275679,5.969059,10.676536,0.001063,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@10,observed_free,USD,11229,0.201799,0.194407,0.209280,2266.000000,112290,0,53910851,53910851,0,20376291,0,20376291,74287142,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@10,paid_equivalent_cache_miss,CNY,11229,0.201799,0.194407,0.209280,2266.000000,112290,0,53910851,53910851,0,20376291,0,20376291,74287142,94.663433,13.057025,10.139024,0.005762,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@10,paid_equivalent_cache_hit,CNY,11229,0.201799,0.194407,0.209280,2266.000000,112290,0,53910851,53910851,0,20376291,0,20376291,74287142,41.830799,5.769765,10.320069,0.002546,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@10,observed_free,USD,11229,0.989046,0.987087,0.990916,11106.000000,112290,0,53910851,53910851,0,20376291,0,20376291,74287142,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@10,paid_equivalent_cache_miss,CNY,11229,0.989046,0.987087,0.990916,11106.000000,112290,0,53910851,53910851,0,20376291,0,20376291,74287142,94.663433,13.057025,10.139024,0.001176,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@10,paid_equivalent_cache_hit,CNY,11229,0.989046,0.987087,0.990916,11106.000000,112290,0,53910851,53910851,0,20376291,0,20376291,74287142,41.830799,5.769765,10.320069,0.000520,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,11229,0.162526,0.155757,0.169383,1825.000000,11229,0,5391020,5391020,0,1972763,0,1972763,7363783,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,11229,0.162526,0.155757,0.169383,1825.000000,11229,0,5391020,5391020,0,1972763,0,1972763,7363783,9.336546,1.287799,1.000000,0.000706,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,11229,0.162526,0.155757,0.169383,1825.000000,11229,0,5391020,5391020,0,1972763,0,1972763,7363783,4.053346,0.559082,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,mimo,mimo,mimo_to_mimo,rank@12,observed_free,USD,11091,0.498783,0.489496,0.508070,5532.000000,133092,11091,93975674,63923096,30052578,24102556,543459,24646015,118621689,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_miss,CNY,11091,0.498783,0.489496,0.508070,5532.000000,133092,11091,93975674,63923096,30052578,24102556,543459,24646015,118621689,143.267704,19.761063,15.540130,0.003572,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_hit,CNY,11091,0.498783,0.489496,0.508070,5532.000000,133092,11091,93975674,63923096,30052578,24102556,543459,24646015,118621689,51.171543,7.058144,12.795000,0.001276,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@12,observed_free,USD,11091,0.188712,0.181499,0.196015,2093.000000,133092,0,63923096,63923096,0,24102556,0,24102556,88025652,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_miss,CNY,11091,0.188712,0.181499,0.196015,2093.000000,133092,0,63923096,63923096,0,24102556,0,24102556,88025652,112.128208,15.465960,12.162455,0.007389,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_hit,CNY,11091,0.188712,0.181499,0.196015,2093.000000,133092,0,63923096,63923096,0,24102556,0,24102556,88025652,49.483574,6.825321,12.372938,0.003261,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@12,observed_free,USD,11091,0.991434,0.989721,0.993148,10996.000000,133092,0,63923096,63923096,0,24102556,0,24102556,88025652,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_miss,CNY,11091,0.991434,0.989721,0.993148,10996.000000,133092,0,63923096,63923096,0,24102556,0,24102556,88025652,112.128208,15.465960,12.162455,0.001407,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_hit,CNY,11091,0.991434,0.989721,0.993148,10996.000000,133092,0,63923096,63923096,0,24102556,0,24102556,88025652,49.483574,6.825321,12.372938,0.000621,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,11091,0.163466,0.156613,0.170408,1813.000000,11091,0,5326402,5326402,0,1946405,0,1946405,7272807,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,11091,0.163466,0.156613,0.170408,1813.000000,11091,0,5326402,5326402,0,1946405,0,1946405,7272807,9.219212,1.271615,1.000000,0.000701,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,11091,0.163466,0.156613,0.170408,1813.000000,11091,0,5326402,5326402,0,1946405,0,1946405,7272807,3.999338,0.551633,1.000000,0.000304,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,mimo,mimo,mimo_to_mimo,rank@14,observed_free,USD,11219,0.500758,0.491488,0.510028,5618.000000,157066,11219,110149134,75432391,34716743,28505316,639483,29144799,139293933,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,mimo,mimo,mimo_to_mimo,rank@14,paid_equivalent_cache_miss,CNY,11219,0.500758,0.491488,0.510028,5618.000000,157066,11219,110149134,75432391,34716743,28505316,639483,29144799,139293933,168.438732,23.232929,18.054950,0.004135,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,mimo,mimo,mimo_to_mimo,rank@14,paid_equivalent_cache_hit,CNY,11219,0.500758,0.491488,0.510028,5618.000000,157066,11219,110149134,75432391,34716743,28505316,639483,29144799,139293933,60.492581,8.343804,14.937180,0.001485,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@14,observed_free,USD,11219,0.194937,0.187628,0.202335,2187.000000,157066,0,75432391,75432391,0,28505316,0,28505316,103937707,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@14,paid_equivalent_cache_miss,CNY,11219,0.194937,0.187628,0.202335,2187.000000,157066,0,75432391,75432391,0,28505316,0,28505316,103937707,132.443023,18.268003,14.196569,0.008353,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@14,paid_equivalent_cache_hit,CNY,11219,0.194937,0.187628,0.202335,2187.000000,157066,0,75432391,75432391,0,28505316,0,28505316,103937707,58.519280,8.071625,14.449921,0.003691,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@14,observed_free,USD,11219,0.993582,0.992067,0.995008,11147.000000,157066,0,75432391,75432391,0,28505316,0,28505316,103937707,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@14,paid_equivalent_cache_miss,CNY,11219,0.993582,0.992067,0.995008,11147.000000,157066,0,75432391,75432391,0,28505316,0,28505316,103937707,132.443023,18.268003,14.196569,0.001639,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@14,paid_equivalent_cache_hit,CNY,11219,0.993582,0.992067,0.995008,11147.000000,157066,0,75432391,75432391,0,28505316,0,28505316,103937707,58.519280,8.071625,14.449921,0.000724,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,11219,0.162849,0.156075,0.169712,1827.000000,11219,0,5387167,5387167,0,1971029,0,1971029,7358196,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,11219,0.162849,0.156075,0.169712,1827.000000,11219,0,5387167,5387167,0,1971029,0,1971029,7358196,9.329225,1.286790,1.000000,0.000704,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,11219,0.162849,0.156075,0.169712,1827.000000,11219,0,5387167,5387167,0,1971029,0,1971029,7358196,4.049801,0.558593,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@16,observed_free,USD,11240,0.202847,0.195463,0.210320,2280.000000,179840,0,86347931,86347931,0,32624723,0,32624723,118972654,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@16,paid_equivalent_cache_miss,CNY,11240,0.202847,0.195463,0.210320,2280.000000,179840,0,86347931,86347931,0,32624723,0,32624723,118972654,151.597377,20.909983,16.222594,0.009171,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@16,paid_equivalent_cache_hit,CNY,11240,0.202847,0.195463,0.210320,2280.000000,179840,0,86347931,86347931,0,32624723,0,32624723,118972654,66.976405,9.238125,16.508414,0.004052,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@16,observed_free,USD,11240,0.994662,0.993238,0.995996,11180.000000,179840,0,86347931,86347931,0,32624723,0,32624723,118972654,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@16,paid_equivalent_cache_miss,CNY,11240,0.994662,0.993238,0.995996,11180.000000,179840,0,86347931,86347931,0,32624723,0,32624723,118972654,151.597377,20.909983,16.222594,0.001870,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@16,paid_equivalent_cache_hit,CNY,11240,0.994662,0.993238,0.995996,11180.000000,179840,0,86347931,86347931,0,32624723,0,32624723,118972654,66.976405,9.238125,16.508414,0.000826,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,11240,0.162633,0.155872,0.169484,1828.000000,11240,0,5395633,5395633,0,1974599,0,1974599,7370232,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,11240,0.162633,0.155872,0.169484,1828.000000,11240,0,5395633,5395633,0,1974599,0,1974599,7370232,9.344831,1.288942,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,11240,0.162633,0.155872,0.169484,1828.000000,11240,0,5395633,5395633,0,1974599,0,1974599,7370232,4.057111,0.559601,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,mimo,mimo,mimo_to_mimo,rank@16,observed_free,USD,11240,0.508452,0.499199,0.517705,5715.000000,179840,11240,125388076,86347931,39040145,32624723,730600,33355323,158743399,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,mimo,mimo,mimo_to_mimo,rank@16,paid_equivalent_cache_miss,CNY,11240,0.508452,0.499199,0.517705,5715.000000,179840,11240,125388076,86347931,39040145,32624723,730600,33355323,158743399,192.098722,26.496375,20.556685,0.004636,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,mimo,mimo,mimo_to_mimo,rank@16,paid_equivalent_cache_hit,CNY,11240,0.508452,0.499199,0.517705,5715.000000,179840,11240,125388076,86347931,39040145,32624723,730600,33355323,158743399,69.218408,9.547367,17.061026,0.001671,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,mimo,mimo,mimo_to_mimo,rank@2,observed_free,USD,11238,0.243460,0.235540,0.251379,2736.000000,22476,11238,19822505,10789040,9033465,3956407,123618,4080025,23902530,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,mimo,mimo,mimo_to_mimo,rank@2,paid_equivalent_cache_miss,CNY,11238,0.243460,0.235540,0.251379,2736.000000,22476,11238,19822505,10789040,9033465,3956407,123618,4080025,23902530,27.982555,3.859663,2.995040,0.001411,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,mimo,mimo,mimo_to_mimo,rank@2,paid_equivalent_cache_hit,CNY,11238,0.243460,0.235540,0.251379,2736.000000,22476,11238,19822505,10789040,9033465,3956407,123618,4080025,23902530,8.556500,1.180207,2.109411,0.000431,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@2,observed_free,USD,11238,0.153230,0.146556,0.159904,1722.000000,22476,0,10789040,10789040,0,3956407,0,3956407,14745447,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@2,paid_equivalent_cache_miss,CNY,11238,0.153230,0.146556,0.159904,1722.000000,22476,0,10789040,10789040,0,3956407,0,3956407,14745447,18.701854,2.579566,2.001704,0.001498,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@2,paid_equivalent_cache_hit,CNY,11238,0.153230,0.146556,0.159904,1722.000000,22476,0,10789040,10789040,0,3956407,0,3956407,14745447,8.128595,1.121185,2.003920,0.000651,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@2,observed_free,USD,11238,0.304147,0.295693,0.312689,3418.000000,22476,0,10789040,10789040,0,3956407,0,3956407,14745447,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@2,paid_equivalent_cache_miss,CNY,11238,0.304147,0.295693,0.312689,3418.000000,22476,0,10789040,10789040,0,3956407,0,3956407,14745447,18.701854,2.579566,2.001704,0.000755,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@2,paid_equivalent_cache_hit,CNY,11238,0.304147,0.295693,0.312689,3418.000000,22476,0,10789040,10789040,0,3956407,0,3956407,14745447,8.128595,1.121185,2.003920,0.000328,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,11238,0.162662,0.155900,0.169514,1828.000000,11238,0,5394513,5394513,0,1974228,0,1974228,7368741,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,11238,0.162662,0.155900,0.169514,1828.000000,11238,0,5394513,5394513,0,1974228,0,1974228,7368741,9.342969,1.288685,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,11238,0.162662,0.155900,0.169514,1828.000000,11238,0,5394513,5394513,0,1974228,0,1974228,7368741,4.056346,0.559496,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,11233,0.347636,0.338823,0.356450,3905.000000,44932,11233,34898613,21566181,13332432,8070134,213427,8283561,43182174,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,11233,0.347636,0.338823,0.356450,3905.000000,44932,11233,34898613,21566181,13332432,8070134,213427,8283561,43182174,51.465735,7.098722,5.511490,0.001818,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,11233,0.347636,0.338823,0.356450,3905.000000,44932,11233,34898613,21566181,13332432,8070134,213427,8283561,43182174,17.265094,2.381392,4.258562,0.000610,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,11233,0.155791,0.149114,0.162557,1750.000000,44932,0,21566181,21566181,0,8070134,0,8070134,29636315,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,11233,0.155791,0.149114,0.162557,1750.000000,44932,0,21566181,21566181,0,8070134,0,8070134,29636315,37.706449,5.200890,4.038002,0.002972,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,11233,0.155791,0.149114,0.162557,1750.000000,44932,0,21566181,21566181,0,8070134,0,8070134,29636315,16.571592,2.285737,4.087505,0.001306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,11233,0.537523,0.528265,0.546782,6038.000000,44932,0,21566181,21566181,0,8070134,0,8070134,29636315,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,11233,0.537523,0.528265,0.546782,6038.000000,44932,0,21566181,21566181,0,8070134,0,8070134,29636315,37.706449,5.200890,4.038002,0.000861,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,11233,0.537523,0.528265,0.546782,6038.000000,44932,0,21566181,21566181,0,8070134,0,8070134,29636315,16.571592,2.285737,4.087505,0.000379,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,11233,0.162646,0.155880,0.169501,1827.000000,11233,0,5391515,5391515,0,1973190,0,1973190,7364705,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,11233,0.162646,0.155880,0.169501,1827.000000,11233,0,5391515,5391515,0,1973190,0,1973190,7364705,9.337895,1.287986,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,11233,0.162646,0.155880,0.169501,1827.000000,11233,0,5391515,5391515,0,1973190,0,1973190,7364705,4.054210,0.559201,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,mimo,mimo,mimo_to_mimo,rank@6,observed_free,USD,11237,0.421732,0.412566,0.430898,4739.000000,67422,11237,50011020,32366713,17644307,12191001,292162,12483163,62494183,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,mimo,mimo,mimo_to_mimo,rank@6,paid_equivalent_cache_miss,CNY,11237,0.421732,0.412566,0.430898,4739.000000,67422,11237,50011020,32366713,17644307,12191001,292162,12483163,62494183,74.977346,10.341703,8.025042,0.002182,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,mimo,mimo,mimo_to_mimo,rank@6,paid_equivalent_cache_hit,CNY,11237,0.421732,0.412566,0.430898,4739.000000,67422,11237,50011020,32366713,17644307,12191001,292162,12483163,62494183,25.966546,3.581593,6.401360,0.000756,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@6,observed_free,USD,11237,0.164190,0.157337,0.171042,1845.000000,67422,0,32366713,32366713,0,12191001,0,12191001,44557714,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@6,paid_equivalent_cache_miss,CNY,11237,0.164190,0.157337,0.171042,1845.000000,67422,0,32366713,32366713,0,12191001,0,12191001,44557714,56.748715,7.827409,6.073979,0.004242,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@6,paid_equivalent_cache_hit,CNY,11237,0.164190,0.157337,0.171042,1845.000000,67422,0,32366713,32366713,0,12191001,0,12191001,44557714,25.029336,3.452322,6.170315,0.001871,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@6,observed_free,USD,11237,0.707662,0.699208,0.716027,7952.000000,67422,0,32366713,32366713,0,12191001,0,12191001,44557714,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@6,paid_equivalent_cache_miss,CNY,11237,0.707662,0.699208,0.716027,7952.000000,67422,0,32366713,32366713,0,12191001,0,12191001,44557714,56.748715,7.827409,6.073979,0.000984,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@6,paid_equivalent_cache_hit,CNY,11237,0.707662,0.699208,0.716027,7952.000000,67422,0,32366713,32366713,0,12191001,0,12191001,44557714,25.029336,3.452322,6.170315,0.000434,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,11237,0.162677,0.155914,0.169529,1828.000000,11237,0,5394403,5394403,0,1974260,0,1974260,7368663,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,11237,0.162677,0.155914,0.169529,1828.000000,11237,0,5394403,5394403,0,1974260,0,1974260,7368663,9.342923,1.288679,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,11237,0.162677,0.155914,0.169529,1828.000000,11237,0,5394403,5394403,0,1974260,0,1974260,7368663,4.056408,0.559505,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@8,observed_free,USD,11240,0.175623,0.168594,0.182651,1974.000000,89920,0,43165537,43165537,0,16282830,0,16282830,59448367,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@8,paid_equivalent_cache_miss,CNY,11240,0.175623,0.168594,0.182651,1974.000000,89920,0,43165537,43165537,0,16282830,0,16282830,59448367,75.731197,10.445682,8.104075,0.005292,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@8,paid_equivalent_cache_hit,CNY,11240,0.175623,0.168594,0.182651,1974.000000,89920,0,43165537,43165537,0,16282830,0,16282830,59448367,33.428971,4.610893,8.239608,0.002336,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@8,observed_free,USD,11240,0.859342,0.852847,0.865747,9659.000000,89920,0,43165537,43165537,0,16282830,0,16282830,59448367,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@8,paid_equivalent_cache_miss,CNY,11240,0.859342,0.852847,0.865747,9659.000000,89920,0,43165537,43165537,0,16282830,0,16282830,59448367,75.731197,10.445682,8.104075,0.001081,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@8,paid_equivalent_cache_hit,CNY,11240,0.859342,0.852847,0.865747,9659.000000,89920,0,43165537,43165537,0,16282830,0,16282830,59448367,33.428971,4.610893,8.239608,0.000477,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,11240,0.162633,0.155872,0.169484,1828.000000,11240,0,5395633,5395633,0,1974599,0,1974599,7370232,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,11240,0.162633,0.155872,0.169484,1828.000000,11240,0,5395633,5395633,0,1974599,0,1974599,7370232,9.344831,1.288942,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,11240,0.162633,0.155872,0.169484,1828.000000,11240,0,5395633,5395633,0,1974599,0,1974599,7370232,4.057111,0.559601,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,mimo,mimo,mimo_to_mimo,rank@8,observed_free,USD,11240,0.473577,0.464324,0.482829,5323.000000,89920,11240,65091121,43165537,21925584,16282830,1217328,17500158,82591279,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,mimo,mimo,mimo_to_mimo,rank@8,paid_equivalent_cache_miss,CNY,11240,0.473577,0.464324,0.482829,5323.000000,89920,11240,65091121,43165537,21925584,16282830,1217328,17500158,82591279,100.091437,13.805715,10.710889,0.002594,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,mimo,mimo,mimo_to_mimo,rank@8,paid_equivalent_cache_hit,CNY,11240,0.473577,0.464324,0.482829,5323.000000,89920,11240,65091121,43165537,21925584,16282830,1217328,17500158,82591279,36.302138,5.007192,8.947790,0.000941,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@10,observed_free,USD,233,0.738197,0.682403,0.793991,172.000000,2330,233,1372886,994086,378800,270301,9553,279854,1652740,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@10,paid_equivalent_cache_miss,USD,233,0.738197,0.682403,0.793991,172.000000,2330,233,1372886,994086,378800,270301,9553,279854,1652740,0.270563,0.270563,12.641359,0.001573,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@10,paid_equivalent_cache_hit,USD,233,0.738197,0.682403,0.793991,172.000000,2330,233,1372886,994086,378800,270301,9553,279854,1652740,0.082203,0.082203,10.587713,0.000478,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@10,observed_free,USD,233,0.695279,0.635193,0.755365,162.000000,2330,0,994086,994086,0,270301,0,270301,1264387,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@10,paid_equivalent_cache_miss,USD,233,0.695279,0.635193,0.755365,162.000000,2330,0,994086,994086,0,270301,0,270301,1264387,0.214856,0.214856,10.038593,0.001326,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@10,paid_equivalent_cache_hit,USD,233,0.695279,0.635193,0.755365,162.000000,2330,0,994086,994086,0,270301,0,270301,1264387,0.078468,0.078468,10.106646,0.000484,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@10,observed_free,USD,233,0.991416,0.978541,1.000000,231.000000,2330,0,994086,994086,0,270301,0,270301,1264387,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@10,paid_equivalent_cache_miss,USD,233,0.991416,0.978541,1.000000,231.000000,2330,0,994086,994086,0,270301,0,270301,1264387,0.214856,0.214856,10.038593,0.000930,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@10,paid_equivalent_cache_hit,USD,233,0.991416,0.978541,1.000000,231.000000,2330,0,994086,994086,0,270301,0,270301,1264387,0.078468,0.078468,10.106646,0.000340,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.021403,0.021403,1.000000,0.000159,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.007764,0.007764,1.000000,0.000058,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,232,0.737069,0.681034,0.793103,171.000000,2784,232,1625133,1189848,435285,323095,11368,334463,1959596,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,232,0.737069,0.681034,0.793103,171.000000,2784,232,1625133,1189848,435285,323095,11368,334463,1959596,0.321168,0.321168,15.062752,0.001878,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,232,0.737069,0.681034,0.793103,171.000000,2784,232,1625133,1189848,435285,323095,11368,334463,1959596,0.098200,0.098200,12.720207,0.000574,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,232,0.724138,0.663793,0.780172,168.000000,2784,0,1189848,1189848,0,323095,0,323095,1512943,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,232,0.724138,0.663793,0.780172,168.000000,2784,0,1189848,1189848,0,323095,0,323095,1512943,0.257045,0.257045,12.055389,0.001530,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,232,0.724138,0.663793,0.780172,168.000000,2784,0,1189848,1189848,0,323095,0,323095,1512943,0.093798,0.093798,12.150000,0.000558,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,232,0.995690,0.987069,1.000000,231.000000,2784,0,1189848,1189848,0,323095,0,323095,1512943,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,232,0.995690,0.987069,1.000000,231.000000,2784,0,1189848,1189848,0,323095,0,323095,1512943,0.257045,0.257045,12.055389,0.001113,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,232,0.995690,0.987069,1.000000,231.000000,2784,0,1189848,1189848,0,323095,0,323095,1512943,0.093798,0.093798,12.150000,0.000406,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,232,0.581897,0.517241,0.646552,135.000000,232,0,99143,99143,0,26579,0,26579,125722,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,232,0.581897,0.517241,0.646552,135.000000,232,0,99143,99143,0,26579,0,26579,125722,0.021322,0.021322,1.000000,0.000158,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,232,0.581897,0.517241,0.646552,135.000000,232,0,99143,99143,0,26579,0,26579,125722,0.007720,0.007720,1.000000,0.000057,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@14,observed_free,USD,233,0.751073,0.695279,0.806867,175.000000,3262,233,1886510,1391946,494564,378033,13281,391314,2277824,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@14,paid_equivalent_cache_miss,USD,233,0.751073,0.695279,0.806867,175.000000,3262,233,1886510,1391946,494564,378033,13281,391314,2277824,0.373679,0.373679,17.459188,0.002135,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@14,paid_equivalent_cache_hit,USD,233,0.751073,0.695279,0.806867,175.000000,3262,233,1886510,1391946,494564,378033,13281,391314,2277824,0.114850,0.114850,14.792633,0.000656,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@14,observed_free,USD,233,0.712446,0.652361,0.768240,166.000000,3262,0,1391946,1391946,0,378033,0,378033,1769979,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@14,paid_equivalent_cache_miss,USD,233,0.712446,0.652361,0.768240,166.000000,3262,0,1391946,1391946,0,378033,0,378033,1769979,0.300722,0.300722,14.050460,0.001812,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@14,paid_equivalent_cache_hit,USD,233,0.712446,0.652361,0.768240,166.000000,3262,0,1391946,1391946,0,378033,0,378033,1769979,0.109747,0.109747,14.135368,0.000661,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@14,observed_free,USD,233,1.000000,1.000000,1.000000,233.000000,3262,0,1391946,1391946,0,378033,0,378033,1769979,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@14,paid_equivalent_cache_miss,USD,233,1.000000,1.000000,1.000000,233.000000,3262,0,1391946,1391946,0,378033,0,378033,1769979,0.300722,0.300722,14.050460,0.001291,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@14,paid_equivalent_cache_hit,USD,233,1.000000,1.000000,1.000000,233.000000,3262,0,1391946,1391946,0,378033,0,378033,1769979,0.109747,0.109747,14.135368,0.000471,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.021403,0.021403,1.000000,0.000159,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.007764,0.007764,1.000000,0.000058,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@16,observed_free,USD,233,0.746781,0.690987,0.802575,174.000000,3728,0,1590876,1590876,0,432400,0,432400,2023276,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@16,paid_equivalent_cache_miss,USD,233,0.746781,0.690987,0.802575,174.000000,3728,0,1590876,1590876,0,432400,0,432400,2023276,0.343795,0.343795,16.062935,0.001976,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@16,paid_equivalent_cache_hit,USD,233,0.746781,0.690987,0.802575,174.000000,3728,0,1590876,1590876,0,432400,0,432400,2023276,0.125526,0.125526,16.167697,0.000721,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@16,observed_free,USD,233,1.000000,1.000000,1.000000,233.000000,3728,0,1590876,1590876,0,432400,0,432400,2023276,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@16,paid_equivalent_cache_miss,USD,233,1.000000,1.000000,1.000000,233.000000,3728,0,1590876,1590876,0,432400,0,432400,2023276,0.343795,0.343795,16.062935,0.001476,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@16,paid_equivalent_cache_hit,USD,233,1.000000,1.000000,1.000000,233.000000,3728,0,1590876,1590876,0,432400,0,432400,2023276,0.125526,0.125526,16.167697,0.000539,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.021403,0.021403,1.000000,0.000159,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.007764,0.007764,1.000000,0.000058,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@16,observed_free,USD,233,0.768240,0.712446,0.819742,179.000000,3728,233,2143829,1590876,552953,432400,15145,447545,2591374,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@16,paid_equivalent_cache_miss,USD,233,0.768240,0.712446,0.819742,179.000000,3728,233,2143829,1590876,552953,432400,15145,447545,2591374,0.425449,0.425449,19.878008,0.002377,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@16,paid_equivalent_cache_hit,USD,233,0.768240,0.712446,0.819742,179.000000,3728,233,2143829,1590876,552953,432400,15145,447545,2591374,0.131315,0.131315,16.913318,0.000734,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@2,observed_free,USD,233,0.648069,0.587983,0.708155,151.000000,466,233,345873,198815,147058,54243,2563,56806,402679,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@2,paid_equivalent_cache_miss,USD,233,0.648069,0.587983,0.708155,151.000000,466,233,345873,198815,147058,54243,2563,56806,402679,0.064328,0.064328,3.005560,0.000426,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@2,paid_equivalent_cache_hit,USD,233,0.648069,0.587983,0.708155,151.000000,466,233,345873,198815,147058,54243,2563,56806,402679,0.016874,0.016874,2.173364,0.000112,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@2,observed_free,USD,233,0.549356,0.484979,0.613734,128.000000,466,0,198815,198815,0,54243,0,54243,253058,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@2,paid_equivalent_cache_miss,USD,233,0.549356,0.484979,0.613734,128.000000,466,0,198815,198815,0,54243,0,54243,253058,0.043022,0.043022,2.010092,0.000336,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@2,paid_equivalent_cache_hit,USD,233,0.549356,0.484979,0.613734,128.000000,466,0,198815,198815,0,54243,0,54243,253058,0.015745,0.015745,2.027950,0.000123,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@2,observed_free,USD,233,0.742489,0.686695,0.798283,173.000000,466,0,198815,198815,0,54243,0,54243,253058,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@2,paid_equivalent_cache_miss,USD,233,0.742489,0.686695,0.798283,173.000000,466,0,198815,198815,0,54243,0,54243,253058,0.043022,0.043022,2.010092,0.000249,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@2,paid_equivalent_cache_hit,USD,233,0.742489,0.686695,0.798283,173.000000,466,0,198815,198815,0,54243,0,54243,253058,0.015745,0.015745,2.027950,0.000091,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.021403,0.021403,1.000000,0.000159,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.007764,0.007764,1.000000,0.000058,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,233,0.738197,0.682403,0.793991,172.000000,932,233,602568,397632,204936,108205,4427,112632,715200,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,233,0.738197,0.682403,0.793991,172.000000,932,233,602568,397632,204936,108205,4427,112632,715200,0.115896,0.115896,5.414942,0.000674,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,233,0.738197,0.682403,0.793991,172.000000,932,233,602568,397632,204936,108205,4427,112632,715200,0.033224,0.033224,4.279238,0.000193,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,233,0.643777,0.583691,0.703863,150.000000,932,0,397632,397632,0,108205,0,108205,505837,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,233,0.643777,0.583691,0.703863,150.000000,932,0,397632,397632,0,108205,0,108205,505837,0.085966,0.085966,4.016540,0.000573,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,233,0.643777,0.583691,0.703863,150.000000,932,0,397632,397632,0,108205,0,108205,505837,0.031411,0.031411,4.045724,0.000209,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,233,0.982833,0.965665,0.995708,229.000000,932,0,397632,397632,0,108205,0,108205,505837,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,233,0.982833,0.965665,0.995708,229.000000,932,0,397632,397632,0,108205,0,108205,505837,0.085966,0.085966,4.016540,0.000375,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,233,0.982833,0.965665,0.995708,229.000000,932,0,397632,397632,0,108205,0,108205,505837,0.031411,0.031411,4.045724,0.000137,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.021403,0.021403,1.000000,0.000159,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.007764,0.007764,1.000000,0.000058,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@6,observed_free,USD,233,0.725322,0.665236,0.781116,169.000000,1398,233,859469,596450,263019,162389,6058,168447,1027916,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@6,paid_equivalent_cache_miss,USD,233,0.725322,0.665236,0.781116,169.000000,1398,233,859469,596450,263019,162389,6058,168447,1027916,0.167491,0.167491,7.825585,0.000991,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@6,paid_equivalent_cache_hit,USD,233,0.725322,0.665236,0.781116,169.000000,1398,233,859469,596450,263019,162389,6058,168447,1027916,0.049572,0.049572,6.384853,0.000293,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@6,observed_free,USD,233,0.648069,0.587983,0.708155,151.000000,1398,0,596450,596450,0,162389,0,162389,758839,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@6,paid_equivalent_cache_miss,USD,233,0.648069,0.587983,0.708155,151.000000,1398,0,596450,596450,0,162389,0,162389,758839,0.128972,0.128972,6.025884,0.000854,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@6,paid_equivalent_cache_hit,USD,233,0.648069,0.587983,0.708155,151.000000,1398,0,596450,596450,0,162389,0,162389,758839,0.047139,0.047139,6.071484,0.000312,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@6,observed_free,USD,233,0.987124,0.969957,1.000000,230.000000,1398,0,596450,596450,0,162389,0,162389,758839,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@6,paid_equivalent_cache_miss,USD,233,0.987124,0.969957,1.000000,230.000000,1398,0,596450,596450,0,162389,0,162389,758839,0.128972,0.128972,6.025884,0.000561,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@6,paid_equivalent_cache_hit,USD,233,0.987124,0.969957,1.000000,230.000000,1398,0,596450,596450,0,162389,0,162389,758839,0.047139,0.047139,6.071484,0.000205,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.021403,0.021403,1.000000,0.000159,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.007764,0.007764,1.000000,0.000058,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@8,observed_free,USD,233,0.703863,0.643777,0.759657,164.000000,1864,0,795268,795268,0,216130,0,216130,1011398,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@8,paid_equivalent_cache_miss,USD,233,0.703863,0.643777,0.759657,164.000000,1864,0,795268,795268,0,216130,0,216130,1011398,0.171854,0.171854,8.029435,0.001048,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,majority@8,paid_equivalent_cache_hit,USD,233,0.703863,0.643777,0.759657,164.000000,1864,0,795268,795268,0,216130,0,216130,1011398,0.062743,0.062743,8.081273,0.000383,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@8,observed_free,USD,233,0.991416,0.978541,1.000000,231.000000,1864,0,795268,795268,0,216130,0,216130,1011398,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@8,paid_equivalent_cache_miss,USD,233,0.991416,0.978541,1.000000,231.000000,1864,0,795268,795268,0,216130,0,216130,1011398,0.171854,0.171854,8.029435,0.000744,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,oracle@8,paid_equivalent_cache_hit,USD,233,0.991416,0.978541,1.000000,231.000000,1864,0,795268,795268,0,216130,0,216130,1011398,0.062743,0.062743,8.081273,0.000272,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.021403,0.021403,1.000000,0.000159,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.007764,0.007764,1.000000,0.000058,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@8,observed_free,USD,233,0.768240,0.712446,0.819742,179.000000,1864,233,1115938,795268,320670,216130,30807,246937,1362875,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@8,paid_equivalent_cache_miss,USD,233,0.768240,0.712446,0.819742,179.000000,1864,233,1115938,795268,320670,216130,30807,246937,1362875,0.225374,0.225374,10.530019,0.001259,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,gpqa,deepseek,deepseek,deepseek_to_deepseek,rank@8,paid_equivalent_cache_hit,USD,233,0.768240,0.712446,0.819742,179.000000,1864,233,1115938,795268,320670,216130,30807,246937,1362875,0.072267,0.072267,9.307960,0.000404,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@10,observed_free,USD,233,0.622318,0.557940,0.682403,145.000000,2330,233,1372886,994086,378800,270301,9553,279854,1652740,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@10,paid_equivalent_cache_miss,MIXED,233,0.622318,0.557940,0.682403,145.000000,2330,233,1372886,994086,378800,270301,9553,279854,1652740,0.612762,0.269740,12.602906,0.001860,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@10,paid_equivalent_cache_hit,MIXED,233,0.622318,0.557940,0.682403,145.000000,2330,233,1372886,994086,378800,270301,9553,279854,1652740,0.105150,0.082148,10.580629,0.000567,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@10,observed_free,USD,233,0.695279,0.635193,0.755365,162.000000,2330,0,994086,994086,0,270301,0,270301,1264387,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@10,paid_equivalent_cache_miss,MIXED,233,0.695279,0.635193,0.755365,162.000000,2330,0,994086,994086,0,270301,0,270301,1264387,0.214856,0.214856,10.038593,0.001326,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@10,paid_equivalent_cache_hit,MIXED,233,0.695279,0.635193,0.755365,162.000000,2330,0,994086,994086,0,270301,0,270301,1264387,0.078468,0.078468,10.106646,0.000484,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@10,observed_free,USD,233,0.991416,0.978541,1.000000,231.000000,2330,0,994086,994086,0,270301,0,270301,1264387,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@10,paid_equivalent_cache_miss,MIXED,233,0.991416,0.978541,1.000000,231.000000,2330,0,994086,994086,0,270301,0,270301,1264387,0.214856,0.214856,10.038593,0.000930,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@10,paid_equivalent_cache_hit,MIXED,233,0.991416,0.978541,1.000000,231.000000,2330,0,994086,994086,0,270301,0,270301,1264387,0.078468,0.078468,10.106646,0.000340,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.021403,0.021403,1.000000,0.000159,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.007764,0.007764,1.000000,0.000058,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,232,0.573276,0.508621,0.637931,133.000000,2784,232,1623237,1187748,435489,323474,11368,334842,1958079,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,232,0.573276,0.508621,0.637931,133.000000,2784,232,1623237,1187748,435489,323474,11368,334842,1958079,0.715082,0.320061,15.019992,0.002406,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,232,0.573276,0.508621,0.637931,133.000000,2784,232,1623237,1187748,435489,323474,11368,334842,1958079,0.125344,0.098236,12.706765,0.000739,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,232,0.719828,0.659483,0.775862,167.000000,2784,0,1187748,1187748,0,323474,0,323474,1511222,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,232,0.719828,0.659483,0.775862,167.000000,2784,0,1187748,1187748,0,323474,0,323474,1511222,0.256857,0.256857,12.053921,0.001538,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,232,0.719828,0.659483,0.775862,167.000000,2784,0,1187748,1187748,0,323474,0,323474,1511222,0.093898,0.093898,12.145647,0.000562,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,232,0.995690,0.987069,1.000000,231.000000,2784,0,1187748,1187748,0,323474,0,323474,1511222,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,232,0.995690,0.987069,1.000000,231.000000,2784,0,1187748,1187748,0,323474,0,323474,1511222,0.256857,0.256857,12.053921,0.001112,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,232,0.995690,0.987069,1.000000,231.000000,2784,0,1187748,1187748,0,323474,0,323474,1511222,0.093898,0.093898,12.145647,0.000406,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,232,0.577586,0.512931,0.642241,134.000000,232,0,98968,98968,0,26621,0,26621,125589,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,232,0.577586,0.512931,0.642241,134.000000,232,0,98968,98968,0,26621,0,26621,125589,0.021309,0.021309,1.000000,0.000159,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,232,0.577586,0.512931,0.642241,134.000000,232,0,98968,98968,0,26621,0,26621,125589,0.007731,0.007731,1.000000,0.000058,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@14,observed_free,USD,231,0.636364,0.575758,0.696970,147.000000,3234,231,1868236,1378152,490084,374685,13167,387852,2256088,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@14,paid_equivalent_cache_miss,MIXED,231,0.636364,0.575758,0.696970,147.000000,3234,231,1868236,1378152,490084,374685,13167,387852,2256088,0.814271,0.369083,17.407933,0.002511,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@14,paid_equivalent_cache_hit,MIXED,231,0.636364,0.575758,0.696970,147.000000,3234,231,1868236,1378152,490084,374685,13167,387852,2256088,0.144906,0.113755,14.775295,0.000774,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@14,observed_free,USD,231,0.714286,0.653680,0.770563,165.000000,3234,0,1378152,1378152,0,374685,0,374685,1752837,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@14,paid_equivalent_cache_miss,MIXED,231,0.714286,0.653680,0.770563,165.000000,3234,0,1378152,1378152,0,374685,0,374685,1752837,0.297853,0.297853,14.048344,0.001805,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@14,paid_equivalent_cache_hit,MIXED,231,0.714286,0.653680,0.770563,165.000000,3234,0,1378152,1378152,0,374685,0,374685,1752837,0.108771,0.108771,14.127939,0.000659,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@14,observed_free,USD,231,1.000000,1.000000,1.000000,231.000000,3234,0,1378152,1378152,0,374685,0,374685,1752837,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@14,paid_equivalent_cache_miss,MIXED,231,1.000000,1.000000,1.000000,231.000000,3234,0,1378152,1378152,0,374685,0,374685,1752837,0.297853,0.297853,14.048344,0.001289,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@14,paid_equivalent_cache_hit,MIXED,231,1.000000,1.000000,1.000000,231.000000,3234,0,1378152,1378152,0,374685,0,374685,1752837,0.108771,0.108771,14.127939,0.000471,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,231,0.580087,0.515152,0.645022,134.000000,231,0,98422,98422,0,26511,0,26511,124933,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,231,0.580087,0.515152,0.645022,134.000000,231,0,98422,98422,0,26511,0,26511,124933,0.021202,0.021202,1.000000,0.000158,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,231,0.580087,0.515152,0.645022,134.000000,231,0,98422,98422,0,26511,0,26511,124933,0.007699,0.007699,1.000000,0.000057,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@16,observed_free,USD,233,0.746781,0.690987,0.802575,174.000000,3728,0,1590876,1590876,0,432400,0,432400,2023276,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@16,paid_equivalent_cache_miss,MIXED,233,0.746781,0.690987,0.802575,174.000000,3728,0,1590876,1590876,0,432400,0,432400,2023276,0.343795,0.343795,16.062935,0.001976,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@16,paid_equivalent_cache_hit,MIXED,233,0.746781,0.690987,0.802575,174.000000,3728,0,1590876,1590876,0,432400,0,432400,2023276,0.125526,0.125526,16.167697,0.000721,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@16,observed_free,USD,233,1.000000,1.000000,1.000000,233.000000,3728,0,1590876,1590876,0,432400,0,432400,2023276,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@16,paid_equivalent_cache_miss,MIXED,233,1.000000,1.000000,1.000000,233.000000,3728,0,1590876,1590876,0,432400,0,432400,2023276,0.343795,0.343795,16.062935,0.001476,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@16,paid_equivalent_cache_hit,MIXED,233,1.000000,1.000000,1.000000,233.000000,3728,0,1590876,1590876,0,432400,0,432400,2023276,0.125526,0.125526,16.167697,0.000539,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.021403,0.021403,1.000000,0.000159,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.007764,0.007764,1.000000,0.000058,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@16,observed_free,USD,233,0.618026,0.553648,0.678112,144.000000,3728,233,2143829,1590876,552953,432400,15145,447545,2591374,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@16,paid_equivalent_cache_miss,MIXED,233,0.618026,0.553648,0.678112,144.000000,3728,233,2143829,1590876,552953,432400,15145,447545,2591374,0.927038,0.424242,19.821614,0.002946,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@16,paid_equivalent_cache_hit,MIXED,233,0.618026,0.553648,0.678112,144.000000,3728,233,2143829,1590876,552953,432400,15145,447545,2591374,0.166876,0.131230,16.902370,0.000911,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@2,observed_free,USD,233,0.605150,0.540773,0.669528,141.000000,466,233,345873,198815,147058,54243,2563,56806,402679,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@2,paid_equivalent_cache_miss,MIXED,233,0.605150,0.540773,0.669528,141.000000,466,233,345873,198815,147058,54243,2563,56806,402679,0.195206,0.064013,2.990842,0.000454,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@2,paid_equivalent_cache_hit,MIXED,233,0.605150,0.540773,0.669528,141.000000,466,233,345873,198815,147058,54243,2563,56806,402679,0.023812,0.016857,2.171175,0.000120,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@2,observed_free,USD,233,0.549356,0.484979,0.613734,128.000000,466,0,198815,198815,0,54243,0,54243,253058,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@2,paid_equivalent_cache_miss,MIXED,233,0.549356,0.484979,0.613734,128.000000,466,0,198815,198815,0,54243,0,54243,253058,0.043022,0.043022,2.010092,0.000336,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@2,paid_equivalent_cache_hit,MIXED,233,0.549356,0.484979,0.613734,128.000000,466,0,198815,198815,0,54243,0,54243,253058,0.015745,0.015745,2.027950,0.000123,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@2,observed_free,USD,233,0.742489,0.686695,0.798283,173.000000,466,0,198815,198815,0,54243,0,54243,253058,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@2,paid_equivalent_cache_miss,MIXED,233,0.742489,0.686695,0.798283,173.000000,466,0,198815,198815,0,54243,0,54243,253058,0.043022,0.043022,2.010092,0.000249,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@2,paid_equivalent_cache_hit,MIXED,233,0.742489,0.686695,0.798283,173.000000,466,0,198815,198815,0,54243,0,54243,253058,0.015745,0.015745,2.027950,0.000091,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.021403,0.021403,1.000000,0.000159,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.007764,0.007764,1.000000,0.000058,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,233,0.618026,0.553648,0.678112,144.000000,932,233,602568,397632,204936,108205,4427,112632,715200,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,233,0.618026,0.553648,0.678112,144.000000,932,233,602568,397632,204936,108205,4427,112632,715200,0.299756,0.115454,5.394291,0.000802,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,233,0.618026,0.553648,0.678112,144.000000,932,233,602568,397632,204936,108205,4427,112632,715200,0.044363,0.033197,4.275760,0.000231,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,233,0.643777,0.583691,0.703863,150.000000,932,0,397632,397632,0,108205,0,108205,505837,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,233,0.643777,0.583691,0.703863,150.000000,932,0,397632,397632,0,108205,0,108205,505837,0.085966,0.085966,4.016540,0.000573,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,233,0.643777,0.583691,0.703863,150.000000,932,0,397632,397632,0,108205,0,108205,505837,0.031411,0.031411,4.045724,0.000209,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,233,0.982833,0.965665,0.995708,229.000000,932,0,397632,397632,0,108205,0,108205,505837,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,233,0.982833,0.965665,0.995708,229.000000,932,0,397632,397632,0,108205,0,108205,505837,0.085966,0.085966,4.016540,0.000375,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,233,0.982833,0.965665,0.995708,229.000000,932,0,397632,397632,0,108205,0,108205,505837,0.031411,0.031411,4.045724,0.000137,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.021403,0.021403,1.000000,0.000159,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.007764,0.007764,1.000000,0.000058,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@6,observed_free,USD,233,0.605150,0.540773,0.669528,141.000000,1398,233,859469,596450,263019,162389,6058,168447,1027916,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@6,paid_equivalent_cache_miss,MIXED,233,0.605150,0.540773,0.669528,141.000000,1398,233,859469,596450,263019,162389,6058,168447,1027916,0.404107,0.166922,7.799000,0.001184,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,gpqa,deepseek,mimo,deepseek_to_mimo,rank@6,paid_equivalent_cache_hit,MIXED,233,0.605150,0.540773,0.669528,141.000000,1398,233,859469,596450,263019,162389,6058,168447,1027916,0.064515,0.049536,6.380216,0.000351,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@6,observed_free,USD,233,0.648069,0.587983,0.708155,151.000000,1398,0,596450,596450,0,162389,0,162389,758839,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@6,paid_equivalent_cache_miss,MIXED,233,0.648069,0.587983,0.708155,151.000000,1398,0,596450,596450,0,162389,0,162389,758839,0.128972,0.128972,6.025884,0.000854,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@6,paid_equivalent_cache_hit,MIXED,233,0.648069,0.587983,0.708155,151.000000,1398,0,596450,596450,0,162389,0,162389,758839,0.047139,0.047139,6.071484,0.000312,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@6,observed_free,USD,233,0.987124,0.969957,1.000000,230.000000,1398,0,596450,596450,0,162389,0,162389,758839,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@6,paid_equivalent_cache_miss,MIXED,233,0.987124,0.969957,1.000000,230.000000,1398,0,596450,596450,0,162389,0,162389,758839,0.128972,0.128972,6.025884,0.000561,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@6,paid_equivalent_cache_hit,MIXED,233,0.987124,0.969957,1.000000,230.000000,1398,0,596450,596450,0,162389,0,162389,758839,0.047139,0.047139,6.071484,0.000205,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.021403,0.021403,1.000000,0.000159,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.007764,0.007764,1.000000,0.000058,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@8,observed_free,USD,233,0.703863,0.643777,0.759657,164.000000,1864,0,795268,795268,0,216130,0,216130,1011398,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@8,paid_equivalent_cache_miss,MIXED,233,0.703863,0.643777,0.759657,164.000000,1864,0,795268,795268,0,216130,0,216130,1011398,0.171854,0.171854,8.029435,0.001048,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,majority@8,paid_equivalent_cache_hit,MIXED,233,0.703863,0.643777,0.759657,164.000000,1864,0,795268,795268,0,216130,0,216130,1011398,0.062743,0.062743,8.081273,0.000383,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@8,observed_free,USD,233,0.991416,0.978541,1.000000,231.000000,1864,0,795268,795268,0,216130,0,216130,1011398,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@8,paid_equivalent_cache_miss,MIXED,233,0.991416,0.978541,1.000000,231.000000,1864,0,795268,795268,0,216130,0,216130,1011398,0.171854,0.171854,8.029435,0.000744,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,oracle@8,paid_equivalent_cache_hit,MIXED,233,0.991416,0.978541,1.000000,231.000000,1864,0,795268,795268,0,216130,0,216130,1011398,0.062743,0.062743,8.081273,0.000272,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.021403,0.021403,1.000000,0.000159,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,233,0.579399,0.515021,0.643777,135.000000,233,0,99407,99407,0,26736,0,26736,126143,0.007764,0.007764,1.000000,0.000058,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,gpqa,deepseek,mimo,deepseek_to_mimo,rank@8,observed_free,USD,233,0.630901,0.566524,0.690987,147.000000,1864,233,1115938,795268,320670,216130,30782,246912,1362850,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,gpqa,deepseek,mimo,deepseek_to_mimo,rank@8,paid_equivalent_cache_miss,MIXED,233,0.630901,0.566524,0.690987,147.000000,1864,233,1115938,795268,320670,216130,30782,246912,1362850,0.554088,0.224576,10.492735,0.001528,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,gpqa,deepseek,mimo,deepseek_to_mimo,rank@8,paid_equivalent_cache_hit,MIXED,233,0.630901,0.566524,0.690987,147.000000,1864,233,1115938,795268,320670,216130,30782,246912,1362850,0.130721,0.072119,9.288897,0.000491,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@10,observed_free,USD,233,0.643777,0.583691,0.703863,150.000000,2330,233,1582390,994070,588320,479814,9553,489367,2071757,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@10,paid_equivalent_cache_miss,MIXED,233,0.643777,0.583691,0.703863,150.000000,2330,233,1582390,994070,588320,479814,9553,489367,2071757,2.038738,0.354515,13.494024,0.002363,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@10,paid_equivalent_cache_hit,MIXED,233,0.643777,0.583691,0.703863,150.000000,2330,233,1582390,994070,588320,479814,9553,489367,2071757,0.983832,0.139427,10.863031,0.000930,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@10,observed_free,USD,233,0.231760,0.180258,0.287554,54.000000,2330,0,994070,994070,0,479814,0,479814,1473884,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@10,paid_equivalent_cache_miss,MIXED,233,0.231760,0.180258,0.287554,54.000000,2330,0,994070,994070,0,479814,0,479814,1473884,1.953698,0.269476,10.257156,0.004990,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@10,paid_equivalent_cache_hit,MIXED,233,0.231760,0.180258,0.287554,54.000000,2330,0,994070,994070,0,479814,0,479814,1473884,0.979509,0.135105,10.526295,0.002502,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@10,observed_free,USD,233,1.000000,1.000000,1.000000,233.000000,2330,0,994070,994070,0,479814,0,479814,1473884,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@10,paid_equivalent_cache_miss,MIXED,233,1.000000,1.000000,1.000000,233.000000,2330,0,994070,994070,0,479814,0,479814,1473884,1.953698,0.269476,10.257156,0.001157,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@10,paid_equivalent_cache_hit,MIXED,233,1.000000,1.000000,1.000000,233.000000,2330,0,994070,994070,0,479814,0,479814,1473884,0.979509,0.135105,10.526295,0.000580,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.190469,0.026272,1.000000,0.000445,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.093050,0.012835,1.000000,0.000218,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@12,observed_free,USD,233,0.600858,0.536481,0.665236,140.000000,2796,233,1881804,1193000,688804,576281,11417,587698,2469502,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_miss,MIXED,233,0.600858,0.536481,0.665236,140.000000,2796,233,1881804,1193000,688804,576281,11417,587698,2469502,2.445191,0.423155,16.106692,0.003023,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_hit,MIXED,233,0.600858,0.536481,0.665236,140.000000,2796,233,1881804,1193000,688804,576281,11417,587698,2469502,1.181547,0.167391,13.041761,0.001196,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@12,observed_free,USD,233,0.266094,0.210300,0.321888,62.000000,2796,0,1193000,1193000,0,576281,0,576281,1769281,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_miss,MIXED,233,0.266094,0.210300,0.321888,62.000000,2796,0,1193000,1193000,0,576281,0,576281,1769281,2.345562,0.323526,12.314479,0.005218,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_hit,MIXED,233,0.266094,0.210300,0.321888,62.000000,2796,0,1193000,1193000,0,576281,0,576281,1769281,1.176422,0.162265,12.642384,0.002617,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@12,observed_free,USD,233,1.000000,1.000000,1.000000,233.000000,2796,0,1193000,1193000,0,576281,0,576281,1769281,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_miss,MIXED,233,1.000000,1.000000,1.000000,233.000000,2796,0,1193000,1193000,0,576281,0,576281,1769281,2.345562,0.323526,12.314479,0.001389,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_hit,MIXED,233,1.000000,1.000000,1.000000,233.000000,2796,0,1193000,1193000,0,576281,0,576281,1769281,1.176422,0.162265,12.642384,0.000696,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.190469,0.026272,1.000000,0.000445,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.093050,0.012835,1.000000,0.000218,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@14,observed_free,USD,233,0.618026,0.553648,0.678112,144.000000,3262,233,2181018,1391930,789088,672552,13281,685833,2866851,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@14,paid_equivalent_cache_miss,MIXED,233,0.618026,0.553648,0.678112,144.000000,3262,233,2181018,1391930,789088,672552,13281,685833,2866851,2.851225,0.491713,18.716238,0.003415,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@14,paid_equivalent_cache_hit,MIXED,233,0.618026,0.553648,0.678112,144.000000,3262,233,2181018,1391930,789088,672552,13281,685833,2866851,1.378871,0.195300,15.216206,0.001356,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@14,observed_free,USD,233,0.240343,0.184549,0.296137,56.000000,3262,0,1391930,1391930,0,672552,0,672552,2064482,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@14,paid_equivalent_cache_miss,MIXED,233,0.240343,0.184549,0.296137,56.000000,3262,0,1391930,1391930,0,672552,0,672552,2064482,2.737034,0.377522,14.369747,0.006741,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@14,paid_equivalent_cache_hit,MIXED,233,0.240343,0.184549,0.296137,56.000000,3262,0,1391930,1391930,0,672552,0,672552,2064482,1.372943,0.189371,14.754266,0.003382,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@14,observed_free,USD,233,1.000000,1.000000,1.000000,233.000000,3262,0,1391930,1391930,0,672552,0,672552,2064482,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@14,paid_equivalent_cache_miss,MIXED,233,1.000000,1.000000,1.000000,233.000000,3262,0,1391930,1391930,0,672552,0,672552,2064482,2.737034,0.377522,14.369747,0.001620,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@14,paid_equivalent_cache_hit,MIXED,233,1.000000,1.000000,1.000000,233.000000,3262,0,1391930,1391930,0,672552,0,672552,2064482,1.372943,0.189371,14.754266,0.000813,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.190469,0.026272,1.000000,0.000445,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.093050,0.012835,1.000000,0.000218,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@16,observed_free,USD,233,0.296137,0.240343,0.356223,69.000000,3728,0,1590860,1590860,0,769566,0,769566,2360426,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@16,paid_equivalent_cache_miss,MIXED,233,0.296137,0.240343,0.356223,69.000000,3728,0,1590860,1590860,0,769566,0,769566,2360426,3.129992,0.431723,16.432818,0.006257,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@16,paid_equivalent_cache_hit,MIXED,233,0.296137,0.240343,0.356223,69.000000,3728,0,1590860,1590860,0,769566,0,769566,2360426,1.570949,0.216683,16.882197,0.003140,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@16,observed_free,USD,233,1.000000,1.000000,1.000000,233.000000,3728,0,1590860,1590860,0,769566,0,769566,2360426,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@16,paid_equivalent_cache_miss,MIXED,233,1.000000,1.000000,1.000000,233.000000,3728,0,1590860,1590860,0,769566,0,769566,2360426,3.129992,0.431723,16.432818,0.001853,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@16,paid_equivalent_cache_hit,MIXED,233,1.000000,1.000000,1.000000,233.000000,3728,0,1590860,1590860,0,769566,0,769566,2360426,1.570949,0.216683,16.882197,0.000930,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.190469,0.026272,1.000000,0.000445,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.093050,0.012835,1.000000,0.000218,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@16,observed_free,USD,233,0.605150,0.540773,0.669528,141.000000,3728,233,2480979,1590860,890119,769566,15145,784711,3265690,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@16,paid_equivalent_cache_miss,MIXED,233,0.605150,0.540773,0.669528,141.000000,3728,233,2480979,1590860,890119,769566,15145,784711,3265690,3.258849,0.560580,21.337546,0.003976,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@16,paid_equivalent_cache_hit,MIXED,233,0.605150,0.540773,0.669528,141.000000,3728,233,2480979,1590860,890119,769566,15145,784711,3265690,1.577682,0.223416,17.406778,0.001585,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@2,observed_free,USD,233,0.369099,0.309013,0.433476,86.000000,466,233,382623,198814,183809,90985,2563,93548,476171,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@2,paid_equivalent_cache_miss,MIXED,233,0.369099,0.309013,0.433476,86.000000,466,233,382623,198814,183809,90985,2563,93548,476171,0.407235,0.078973,3.005976,0.000918,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@2,paid_equivalent_cache_hit,MIXED,233,0.369099,0.309013,0.433476,86.000000,466,233,382623,198814,183809,90985,2563,93548,476171,0.187179,0.026880,2.094273,0.000313,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@2,observed_free,USD,233,0.218884,0.167382,0.274678,51.000000,466,0,198814,198814,0,90985,0,90985,289799,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@2,paid_equivalent_cache_miss,MIXED,233,0.218884,0.167382,0.274678,51.000000,466,0,198814,198814,0,90985,0,90985,289799,0.380784,0.052522,1.999163,0.001030,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@2,paid_equivalent_cache_hit,MIXED,233,0.218884,0.167382,0.274678,51.000000,466,0,198814,198814,0,90985,0,90985,289799,0.185946,0.025648,1.998286,0.000503,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@2,observed_free,USD,233,0.467811,0.403433,0.532189,109.000000,466,0,198814,198814,0,90985,0,90985,289799,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@2,paid_equivalent_cache_miss,MIXED,233,0.467811,0.403433,0.532189,109.000000,466,0,198814,198814,0,90985,0,90985,289799,0.380784,0.052522,1.999163,0.000482,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@2,paid_equivalent_cache_hit,MIXED,233,0.467811,0.403433,0.532189,109.000000,466,0,198814,198814,0,90985,0,90985,289799,0.185946,0.025648,1.998286,0.000235,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.190469,0.026272,1.000000,0.000445,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.093050,0.012835,1.000000,0.000218,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,233,0.639485,0.579399,0.699571,149.000000,932,233,684597,397628,286969,190231,4427,194658,879255,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,233,0.639485,0.579399,0.699571,149.000000,932,233,684597,397628,286969,190231,4427,194658,879255,0.819505,0.148738,5.661465,0.000998,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,233,0.639485,0.579399,0.699571,149.000000,932,233,684597,397628,286969,190231,4427,194658,879255,0.390458,0.055617,4.333229,0.000373,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,233,0.266094,0.210300,0.321888,62.000000,932,0,397628,397628,0,190231,0,190231,587859,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,233,0.266094,0.210300,0.321888,62.000000,932,0,397628,397628,0,190231,0,190231,587859,0.778090,0.107323,4.085072,0.001731,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,233,0.266094,0.210300,0.321888,62.000000,932,0,397628,397628,0,190231,0,190231,587859,0.388415,0.053574,4.174055,0.000864,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,233,0.995708,0.987124,1.000000,232.000000,932,0,397628,397628,0,190231,0,190231,587859,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,233,0.995708,0.987124,1.000000,232.000000,932,0,397628,397628,0,190231,0,190231,587859,0.778090,0.107323,4.085072,0.000463,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,233,0.995708,0.987124,1.000000,232.000000,932,0,397628,397628,0,190231,0,190231,587859,0.388415,0.053574,4.174055,0.000231,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.190469,0.026272,1.000000,0.000445,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.093050,0.012835,1.000000,0.000218,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@6,observed_free,USD,233,0.587983,0.523605,0.652361,137.000000,1398,233,979543,596442,383101,282459,6058,288517,1268060,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@6,paid_equivalent_cache_miss,MIXED,233,0.587983,0.523605,0.652361,137.000000,1398,233,979543,596442,383101,282459,6058,288517,1268060,1.216690,0.215518,8.203334,0.001573,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,gpqa,mimo,deepseek,mimo_to_deepseek,rank@6,paid_equivalent_cache_hit,MIXED,233,0.587983,0.523605,0.652361,137.000000,1398,233,979543,596442,383101,282459,6058,288517,1268060,0.579616,0.082334,6.414803,0.000601,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@6,observed_free,USD,233,0.227468,0.175966,0.283262,53.000000,1398,0,596442,596442,0,282459,0,282459,878901,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@6,paid_equivalent_cache_miss,MIXED,233,0.227468,0.175966,0.283262,53.000000,1398,0,596442,596442,0,282459,0,282459,878901,1.161360,0.160188,6.097290,0.003022,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@6,paid_equivalent_cache_hit,MIXED,233,0.227468,0.175966,0.283262,53.000000,1398,0,596442,596442,0,282459,0,282459,878901,0.576847,0.079565,6.199065,0.001501,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@6,observed_free,USD,233,1.000000,1.000000,1.000000,233.000000,1398,0,596442,596442,0,282459,0,282459,878901,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@6,paid_equivalent_cache_miss,MIXED,233,1.000000,1.000000,1.000000,233.000000,1398,0,596442,596442,0,282459,0,282459,878901,1.161360,0.160188,6.097290,0.000688,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@6,paid_equivalent_cache_hit,MIXED,233,1.000000,1.000000,1.000000,233.000000,1398,0,596442,596442,0,282459,0,282459,878901,0.576847,0.079565,6.199065,0.000341,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.190469,0.026272,1.000000,0.000445,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.093050,0.012835,1.000000,0.000218,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@8,observed_free,USD,233,0.253219,0.197425,0.309013,59.000000,1864,0,795256,795256,0,381674,0,381674,1176930,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@8,paid_equivalent_cache_miss,MIXED,233,0.253219,0.197425,0.309013,59.000000,1864,0,795256,795256,0,381674,0,381674,1176930,1.558604,0.214980,8.182856,0.003644,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,majority@8,paid_equivalent_cache_hit,MIXED,233,0.253219,0.197425,0.309013,59.000000,1864,0,795256,795256,0,381674,0,381674,1176930,0.779253,0.107483,8.374211,0.001822,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@8,observed_free,USD,233,1.000000,1.000000,1.000000,233.000000,1864,0,795256,795256,0,381674,0,381674,1176930,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@8,paid_equivalent_cache_miss,MIXED,233,1.000000,1.000000,1.000000,233.000000,1864,0,795256,795256,0,381674,0,381674,1176930,1.558604,0.214980,8.182856,0.000923,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,oracle@8,paid_equivalent_cache_hit,MIXED,233,1.000000,1.000000,1.000000,233.000000,1864,0,795256,795256,0,381674,0,381674,1176930,0.779253,0.107483,8.374211,0.000461,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.190469,0.026272,1.000000,0.000445,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.093050,0.012835,1.000000,0.000218,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,gpqa,mimo,deepseek,mimo_to_deepseek,rank@8,observed_free,USD,233,0.605150,0.540773,0.669528,141.000000,1864,233,1281464,795256,486208,381674,28940,410614,1692078,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,gpqa,mimo,deepseek,mimo_to_deepseek,rank@8,paid_equivalent_cache_miss,MIXED,233,0.605150,0.540773,0.669528,141.000000,1864,233,1281464,795256,486208,381674,28940,410614,1692078,1.634776,0.291152,11.082217,0.002065,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,gpqa,mimo,deepseek,mimo_to_deepseek,rank@8,paid_equivalent_cache_hit,MIXED,233,0.605150,0.540773,0.669528,141.000000,1864,233,1281464,795256,486208,381674,28940,410614,1692078,0.788718,0.116948,9.111648,0.000829,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,gpqa,mimo,mimo,mimo_to_mimo,rank@10,observed_free,USD,233,0.450644,0.386266,0.515021,105.000000,2330,233,1582390,994070,588320,479814,9553,489367,2071757,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,gpqa,mimo,mimo,mimo_to_mimo,rank@10,paid_equivalent_cache_miss,CNY,233,0.450644,0.386266,0.515021,105.000000,2330,233,1582390,994070,588320,479814,9553,489367,2071757,2.561124,0.353258,13.446178,0.003364,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,gpqa,mimo,mimo,mimo_to_mimo,rank@10,paid_equivalent_cache_hit,CNY,233,0.450644,0.386266,0.515021,105.000000,2330,233,1582390,994070,588320,479814,9553,489367,2071757,1.010382,0.139363,10.858044,0.001327,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@10,observed_free,USD,233,0.231760,0.180258,0.287554,54.000000,2330,0,994070,994070,0,479814,0,479814,1473884,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@10,paid_equivalent_cache_miss,CNY,233,0.231760,0.180258,0.287554,54.000000,2330,0,994070,994070,0,479814,0,479814,1473884,1.953698,0.269476,10.257156,0.004990,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@10,paid_equivalent_cache_hit,CNY,233,0.231760,0.180258,0.287554,54.000000,2330,0,994070,994070,0,479814,0,479814,1473884,0.979509,0.135105,10.526295,0.002502,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@10,observed_free,USD,233,1.000000,1.000000,1.000000,233.000000,2330,0,994070,994070,0,479814,0,479814,1473884,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@10,paid_equivalent_cache_miss,CNY,233,1.000000,1.000000,1.000000,233.000000,2330,0,994070,994070,0,479814,0,479814,1473884,1.953698,0.269476,10.257156,0.001157,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@10,paid_equivalent_cache_hit,CNY,233,1.000000,1.000000,1.000000,233.000000,2330,0,994070,994070,0,479814,0,479814,1473884,0.979509,0.135105,10.526295,0.000580,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.190469,0.026272,1.000000,0.000445,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.093050,0.012835,1.000000,0.000218,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,gpqa,mimo,mimo,mimo_to_mimo,rank@12,observed_free,USD,231,0.450216,0.385281,0.515152,104.000000,2772,231,1867933,1184444,683489,571790,11319,583109,2451042,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,gpqa,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_miss,CNY,231,0.450216,0.385281,0.515152,104.000000,2772,231,1867933,1184444,683489,571790,11319,583109,2451042,3.034151,0.418504,16.046317,0.004024,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,gpqa,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_hit,CNY,231,0.450216,0.385281,0.515152,104.000000,2772,231,1867933,1184444,683489,571790,11319,583109,2451042,1.203577,0.166011,13.030691,0.001596,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@12,observed_free,USD,231,0.259740,0.203463,0.316017,60.000000,2772,0,1184444,1184444,0,571790,0,571790,1756234,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_miss,CNY,231,0.259740,0.203463,0.316017,60.000000,2772,0,1184444,1184444,0,571790,0,571790,1756234,2.328024,0.321107,12.311913,0.005352,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_hit,CNY,231,0.259740,0.203463,0.316017,60.000000,2772,0,1184444,1184444,0,571790,0,571790,1756234,1.167269,0.161003,12.637598,0.002683,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@12,observed_free,USD,231,1.000000,1.000000,1.000000,231.000000,2772,0,1184444,1184444,0,571790,0,571790,1756234,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_miss,CNY,231,1.000000,1.000000,1.000000,231.000000,2772,0,1184444,1184444,0,571790,0,571790,1756234,2.328024,0.321107,12.311913,0.001390,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_hit,CNY,231,1.000000,1.000000,1.000000,231.000000,2772,0,1184444,1184444,0,571790,0,571790,1756234,1.167269,0.161003,12.637598,0.000697,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,231,0.255411,0.199134,0.311688,59.000000,231,0,98694,98694,0,45196,0,45196,143890,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,231,0.255411,0.199134,0.311688,59.000000,231,0,98694,98694,0,45196,0,45196,143890,0.189086,0.026081,1.000000,0.000442,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,231,0.255411,0.199134,0.311688,59.000000,231,0,98694,98694,0,45196,0,45196,143890,0.092366,0.012740,1.000000,0.000216,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,gpqa,mimo,mimo,mimo_to_mimo,rank@14,observed_free,USD,231,0.489177,0.424242,0.554113,113.000000,3234,231,2164806,1380632,784174,668592,13167,681759,2846565,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,gpqa,mimo,mimo,mimo_to_mimo,rank@14,paid_equivalent_cache_miss,CNY,231,0.489177,0.424242,0.554113,113.000000,3234,231,2164806,1380632,784174,668592,13167,681759,2846565,3.528324,0.486665,18.649741,0.004307,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,gpqa,mimo,mimo,mimo_to_mimo,rank@14,paid_equivalent_cache_hit,CNY,231,0.489177,0.424242,0.554113,113.000000,3234,231,2164806,1380632,784174,668592,13167,681759,2846565,1.406814,0.194043,15.198794,0.001717,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@14,observed_free,USD,231,0.242424,0.186147,0.298701,56.000000,3234,0,1380632,1380632,0,668592,0,668592,2049224,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@14,paid_equivalent_cache_miss,CNY,231,0.242424,0.186147,0.298701,56.000000,3234,0,1380632,1380632,0,668592,0,668592,2049224,2.717816,0.374871,14.365626,0.006694,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@14,paid_equivalent_cache_hit,CNY,231,0.242424,0.186147,0.298701,56.000000,3234,0,1380632,1380632,0,668592,0,668592,2049224,1.364797,0.188248,14.744889,0.003362,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@14,observed_free,USD,231,1.000000,1.000000,1.000000,231.000000,3234,0,1380632,1380632,0,668592,0,668592,2049224,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@14,paid_equivalent_cache_miss,CNY,231,1.000000,1.000000,1.000000,231.000000,3234,0,1380632,1380632,0,668592,0,668592,2049224,2.717816,0.374871,14.365626,0.001623,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@14,paid_equivalent_cache_hit,CNY,231,1.000000,1.000000,1.000000,231.000000,3234,0,1380632,1380632,0,668592,0,668592,2049224,1.364797,0.188248,14.744889,0.000815,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,231,0.255411,0.199134,0.311688,59.000000,231,0,98600,98600,0,45293,0,45293,143893,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,231,0.255411,0.199134,0.311688,59.000000,231,0,98600,98600,0,45293,0,45293,143893,0.189186,0.026095,1.000000,0.000442,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,231,0.255411,0.199134,0.311688,59.000000,231,0,98600,98600,0,45293,0,45293,143893,0.092558,0.012767,1.000000,0.000216,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@16,observed_free,USD,233,0.296137,0.240343,0.356223,69.000000,3728,0,1590860,1590860,0,769566,0,769566,2360426,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@16,paid_equivalent_cache_miss,CNY,233,0.296137,0.240343,0.356223,69.000000,3728,0,1590860,1590860,0,769566,0,769566,2360426,3.129992,0.431723,16.432818,0.006257,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@16,paid_equivalent_cache_hit,CNY,233,0.296137,0.240343,0.356223,69.000000,3728,0,1590860,1590860,0,769566,0,769566,2360426,1.570949,0.216683,16.882197,0.003140,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@16,observed_free,USD,233,1.000000,1.000000,1.000000,233.000000,3728,0,1590860,1590860,0,769566,0,769566,2360426,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@16,paid_equivalent_cache_miss,CNY,233,1.000000,1.000000,1.000000,233.000000,3728,0,1590860,1590860,0,769566,0,769566,2360426,3.129992,0.431723,16.432818,0.001853,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@16,paid_equivalent_cache_hit,CNY,233,1.000000,1.000000,1.000000,233.000000,3728,0,1590860,1590860,0,769566,0,769566,2360426,1.570949,0.216683,16.882197,0.000930,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.190469,0.026272,1.000000,0.000445,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.093050,0.012835,1.000000,0.000218,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,gpqa,mimo,mimo,mimo_to_mimo,rank@16,observed_free,USD,233,0.484979,0.420601,0.549356,113.000000,3728,233,2480979,1590860,890119,769566,15145,784711,3265690,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,gpqa,mimo,mimo,mimo_to_mimo,rank@16,paid_equivalent_cache_miss,CNY,233,0.484979,0.420601,0.549356,113.000000,3728,233,2480979,1590860,890119,769566,15145,784711,3265690,4.050401,0.558676,21.265073,0.004944,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,gpqa,mimo,mimo,mimo_to_mimo,rank@16,paid_equivalent_cache_hit,CNY,233,0.484979,0.420601,0.549356,113.000000,3728,233,2480979,1590860,890119,769566,15145,784711,3265690,1.619042,0.223316,17.398987,0.001976,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,gpqa,mimo,mimo,mimo_to_mimo,rank@2,observed_free,USD,233,0.309013,0.248927,0.369099,72.000000,466,233,382623,198814,183809,90985,2563,93548,476171,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,gpqa,mimo,mimo,mimo_to_mimo,rank@2,paid_equivalent_cache_miss,CNY,233,0.309013,0.248927,0.369099,72.000000,466,233,382623,198814,183809,90985,2563,93548,476171,0.569719,0.078582,2.991093,0.001091,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,gpqa,mimo,mimo,mimo_to_mimo,rank@2,paid_equivalent_cache_hit,CNY,233,0.309013,0.248927,0.369099,72.000000,466,233,382623,198814,183809,90985,2563,93548,476171,0.194748,0.026862,2.092871,0.000373,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@2,observed_free,USD,233,0.218884,0.167382,0.274678,51.000000,466,0,198814,198814,0,90985,0,90985,289799,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@2,paid_equivalent_cache_miss,CNY,233,0.218884,0.167382,0.274678,51.000000,466,0,198814,198814,0,90985,0,90985,289799,0.380784,0.052522,1.999163,0.001030,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@2,paid_equivalent_cache_hit,CNY,233,0.218884,0.167382,0.274678,51.000000,466,0,198814,198814,0,90985,0,90985,289799,0.185946,0.025648,1.998286,0.000503,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@2,observed_free,USD,233,0.467811,0.403433,0.532189,109.000000,466,0,198814,198814,0,90985,0,90985,289799,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@2,paid_equivalent_cache_miss,CNY,233,0.467811,0.403433,0.532189,109.000000,466,0,198814,198814,0,90985,0,90985,289799,0.380784,0.052522,1.999163,0.000482,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@2,paid_equivalent_cache_hit,CNY,233,0.467811,0.403433,0.532189,109.000000,466,0,198814,198814,0,90985,0,90985,289799,0.185946,0.025648,1.998286,0.000235,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.190469,0.026272,1.000000,0.000445,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.093050,0.012835,1.000000,0.000218,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,gpqa,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,233,0.437768,0.373391,0.502146,102.000000,932,233,684597,397628,286969,190231,4427,194658,879255,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,gpqa,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,233,0.437768,0.373391,0.502146,102.000000,932,233,684597,397628,286969,190231,4427,194658,879255,1.073913,0.148126,5.638170,0.001452,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,gpqa,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,233,0.437768,0.373391,0.502146,102.000000,932,233,684597,397628,286969,190231,4427,194658,879255,0.403008,0.055587,4.330892,0.000545,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,233,0.266094,0.210300,0.321888,62.000000,932,0,397628,397628,0,190231,0,190231,587859,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,233,0.266094,0.210300,0.321888,62.000000,932,0,397628,397628,0,190231,0,190231,587859,0.778090,0.107323,4.085072,0.001731,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,233,0.266094,0.210300,0.321888,62.000000,932,0,397628,397628,0,190231,0,190231,587859,0.388415,0.053574,4.174055,0.000864,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,233,0.995708,0.987124,1.000000,232.000000,932,0,397628,397628,0,190231,0,190231,587859,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,233,0.995708,0.987124,1.000000,232.000000,932,0,397628,397628,0,190231,0,190231,587859,0.778090,0.107323,4.085072,0.000463,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,233,0.995708,0.987124,1.000000,232.000000,932,0,397628,397628,0,190231,0,190231,587859,0.388415,0.053574,4.174055,0.000231,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.190469,0.026272,1.000000,0.000445,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.093050,0.012835,1.000000,0.000218,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,gpqa,mimo,mimo,mimo_to_mimo,rank@6,observed_free,USD,233,0.446352,0.381974,0.510730,104.000000,1398,233,979543,596442,383101,282459,6058,288517,1268060,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,gpqa,mimo,mimo,mimo_to_mimo,rank@6,paid_equivalent_cache_miss,CNY,233,0.446352,0.381974,0.510730,104.000000,1398,233,979543,596442,383101,282459,6058,288517,1268060,1.556577,0.214700,8.172199,0.002064,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,gpqa,mimo,mimo,mimo_to_mimo,rank@6,paid_equivalent_cache_hit,CNY,233,0.446352,0.381974,0.510730,104.000000,1398,233,979543,596442,383101,282459,6058,288517,1268060,0.596625,0.082293,6.411609,0.000791,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@6,observed_free,USD,233,0.227468,0.175966,0.283262,53.000000,1398,0,596442,596442,0,282459,0,282459,878901,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@6,paid_equivalent_cache_miss,CNY,233,0.227468,0.175966,0.283262,53.000000,1398,0,596442,596442,0,282459,0,282459,878901,1.161360,0.160188,6.097290,0.003022,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@6,paid_equivalent_cache_hit,CNY,233,0.227468,0.175966,0.283262,53.000000,1398,0,596442,596442,0,282459,0,282459,878901,0.576847,0.079565,6.199065,0.001501,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@6,observed_free,USD,233,1.000000,1.000000,1.000000,233.000000,1398,0,596442,596442,0,282459,0,282459,878901,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@6,paid_equivalent_cache_miss,CNY,233,1.000000,1.000000,1.000000,233.000000,1398,0,596442,596442,0,282459,0,282459,878901,1.161360,0.160188,6.097290,0.000688,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@6,paid_equivalent_cache_hit,CNY,233,1.000000,1.000000,1.000000,233.000000,1398,0,596442,596442,0,282459,0,282459,878901,0.576847,0.079565,6.199065,0.000341,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.190469,0.026272,1.000000,0.000445,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.093050,0.012835,1.000000,0.000218,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@8,observed_free,USD,233,0.253219,0.197425,0.309013,59.000000,1864,0,795256,795256,0,381674,0,381674,1176930,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@8,paid_equivalent_cache_miss,CNY,233,0.253219,0.197425,0.309013,59.000000,1864,0,795256,795256,0,381674,0,381674,1176930,1.558604,0.214980,8.182856,0.003644,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,mimo,mimo,mimo_to_mimo,majority@8,paid_equivalent_cache_hit,CNY,233,0.253219,0.197425,0.309013,59.000000,1864,0,795256,795256,0,381674,0,381674,1176930,0.779253,0.107483,8.374211,0.001822,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@8,observed_free,USD,233,1.000000,1.000000,1.000000,233.000000,1864,0,795256,795256,0,381674,0,381674,1176930,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@8,paid_equivalent_cache_miss,CNY,233,1.000000,1.000000,1.000000,233.000000,1864,0,795256,795256,0,381674,0,381674,1176930,1.558604,0.214980,8.182856,0.000923,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,mimo,mimo,mimo_to_mimo,oracle@8,paid_equivalent_cache_hit,CNY,233,1.000000,1.000000,1.000000,233.000000,1864,0,795256,795256,0,381674,0,381674,1176930,0.779253,0.107483,8.374211,0.000461,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.190469,0.026272,1.000000,0.000445,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,gpqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,233,0.253219,0.197425,0.309013,59.000000,233,0,99407,99407,0,45531,0,45531,144938,0.093050,0.012835,1.000000,0.000218,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,gpqa,mimo,mimo,mimo_to_mimo,rank@8,observed_free,USD,233,0.489270,0.424893,0.553648,114.000000,1864,233,1281464,795256,486208,381674,28923,410597,1692061,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,gpqa,mimo,mimo,mimo_to_mimo,rank@8,paid_equivalent_cache_miss,CNY,233,0.489270,0.424893,0.553648,114.000000,1864,233,1281464,795256,486208,381674,28923,410597,1692061,2.102658,0.290022,11.039205,0.002544,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,gpqa,mimo,mimo,mimo_to_mimo,rank@8,paid_equivalent_cache_hit,CNY,233,0.489270,0.424893,0.553648,114.000000,1864,233,1281464,795256,486208,381674,28923,410597,1692061,0.846823,0.116803,9.100351,0.001025,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@10,observed_free,USD,445,0.287640,0.244944,0.330337,128.000000,4450,445,3140107,2381119,758988,503590,18245,521835,3661942,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@10,paid_equivalent_cache_miss,USD,445,0.287640,0.244944,0.330337,128.000000,4450,445,3140107,2381119,758988,503590,18245,521835,3661942,0.585729,0.585729,12.360020,0.004576,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@10,paid_equivalent_cache_hit,USD,445,0.287640,0.244944,0.330337,128.000000,4450,445,3140107,2381119,758988,503590,18245,521835,3661942,0.154906,0.154906,10.517789,0.001210,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@10,observed_free,USD,445,0.258427,0.217978,0.298876,115.000000,4450,0,2381119,2381119,0,503590,0,503590,2884709,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@10,paid_equivalent_cache_miss,USD,445,0.258427,0.217978,0.298876,115.000000,4450,0,2381119,2381119,0,503590,0,503590,2884709,0.474362,0.474362,10.009960,0.004125,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@10,paid_equivalent_cache_hit,USD,445,0.258427,0.217978,0.298876,115.000000,4450,0,2381119,2381119,0,503590,0,503590,2884709,0.147672,0.147672,10.026616,0.001284,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@10,observed_free,USD,445,0.851685,0.817978,0.883146,379.000000,4450,0,2381119,2381119,0,503590,0,503590,2884709,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@10,paid_equivalent_cache_miss,USD,445,0.851685,0.817978,0.883146,379.000000,4450,0,2381119,2381119,0,503590,0,503590,2884709,0.474362,0.474362,10.009960,0.001252,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@10,paid_equivalent_cache_hit,USD,445,0.851685,0.817978,0.883146,379.000000,4450,0,2381119,2381119,0,503590,0,503590,2884709,0.147672,0.147672,10.026616,0.000390,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.047389,0.047389,1.000000,0.000474,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.014728,0.014728,1.000000,0.000147,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,445,0.269663,0.229213,0.312360,120.000000,5340,445,3723422,2857445,865977,602903,21805,624708,4348130,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,445,0.269663,0.229213,0.312360,120.000000,5340,445,3723422,2857445,865977,602903,21805,624708,4348130,0.696197,0.696197,14.691110,0.005802,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,445,0.269663,0.229213,0.312360,120.000000,5340,445,3723422,2857445,865977,602903,21805,624708,4348130,0.185344,0.185344,12.584465,0.001545,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,445,0.267416,0.226966,0.310112,119.000000,5340,0,2857445,2857445,0,602903,0,602903,3460348,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,445,0.267416,0.226966,0.310112,119.000000,5340,0,2857445,2857445,0,602903,0,602903,3460348,0.568855,0.568855,12.003946,0.004780,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,445,0.267416,0.226966,0.310112,119.000000,5340,0,2857445,2857445,0,602903,0,602903,3460348,0.176814,0.176814,12.005296,0.001486,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,445,0.883146,0.851685,0.912360,393.000000,5340,0,2857445,2857445,0,602903,0,602903,3460348,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,445,0.883146,0.851685,0.912360,393.000000,5340,0,2857445,2857445,0,602903,0,602903,3460348,0.568855,0.568855,12.003946,0.001447,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,445,0.883146,0.851685,0.912360,393.000000,5340,0,2857445,2857445,0,602903,0,602903,3460348,0.176814,0.176814,12.005296,0.000450,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.047389,0.047389,1.000000,0.000474,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.014728,0.014728,1.000000,0.000147,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@14,observed_free,USD,444,0.270270,0.229730,0.313063,120.000000,6216,444,4287601,3316063,971538,702116,25308,727424,5015025,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@14,paid_equivalent_cache_miss,USD,444,0.270270,0.229730,0.313063,120.000000,6216,444,4287601,3316063,971538,702116,25308,727424,5015025,0.803943,0.803943,17.046776,0.006700,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@14,paid_equivalent_cache_hit,USD,444,0.270270,0.229730,0.313063,120.000000,6216,444,4287601,3316063,971538,702116,25308,727424,5015025,0.215684,0.215684,14.699380,0.001797,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@14,observed_free,USD,444,0.256757,0.216216,0.297297,114.000000,6216,0,3316063,3316063,0,702116,0,702116,4018179,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@14,paid_equivalent_cache_miss,USD,444,0.256757,0.216216,0.297297,114.000000,6216,0,3316063,3316063,0,702116,0,702116,4018179,0.660841,0.660841,14.012447,0.005797,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@14,paid_equivalent_cache_hit,USD,444,0.256757,0.216216,0.297297,114.000000,6216,0,3316063,3316063,0,702116,0,702116,4018179,0.205877,0.205877,14.031009,0.001806,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@14,observed_free,USD,444,0.907658,0.880631,0.934685,403.000000,6216,0,3316063,3316063,0,702116,0,702116,4018179,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@14,paid_equivalent_cache_miss,USD,444,0.907658,0.880631,0.934685,403.000000,6216,0,3316063,3316063,0,702116,0,702116,4018179,0.660841,0.660841,14.012447,0.001640,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@14,paid_equivalent_cache_hit,USD,444,0.907658,0.880631,0.934685,403.000000,6216,0,3316063,3316063,0,702116,0,702116,4018179,0.205877,0.205877,14.031009,0.000511,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,444,0.225225,0.186937,0.263514,100.000000,444,0,236792,236792,0,50036,0,50036,286828,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,444,0.225225,0.186937,0.263514,100.000000,444,0,236792,236792,0,50036,0,50036,286828,0.047161,0.047161,1.000000,0.000472,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,444,0.225225,0.186937,0.263514,100.000000,444,0,236792,236792,0,50036,0,50036,286828,0.014673,0.014673,1.000000,0.000147,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@16,observed_free,USD,445,0.289888,0.247191,0.332584,129.000000,7120,0,3810108,3810108,0,804384,0,804384,4614492,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@16,paid_equivalent_cache_miss,USD,445,0.289888,0.247191,0.332584,129.000000,7120,0,3810108,3810108,0,804384,0,804384,4614492,0.758643,0.758643,16.008842,0.005881,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@16,paid_equivalent_cache_hit,USD,445,0.289888,0.247191,0.332584,129.000000,7120,0,3810108,3810108,0,804384,0,804384,4614492,0.235896,0.235896,16.016839,0.001829,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@16,observed_free,USD,445,0.923596,0.898876,0.948315,411.000000,7120,0,3810108,3810108,0,804384,0,804384,4614492,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@16,paid_equivalent_cache_miss,USD,445,0.923596,0.898876,0.948315,411.000000,7120,0,3810108,3810108,0,804384,0,804384,4614492,0.758643,0.758643,16.008842,0.001846,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@16,paid_equivalent_cache_hit,USD,445,0.923596,0.898876,0.948315,411.000000,7120,0,3810108,3810108,0,804384,0,804384,4614492,0.235896,0.235896,16.016839,0.000574,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.047389,0.047389,1.000000,0.000474,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.014728,0.014728,1.000000,0.000147,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@16,observed_free,USD,445,0.276404,0.235955,0.319101,123.000000,7120,445,4892921,3810108,1082813,804384,28925,833309,5726230,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@16,paid_equivalent_cache_miss,USD,445,0.276404,0.235955,0.319101,123.000000,7120,445,4892921,3810108,1082813,804384,28925,833309,5726230,0.918335,0.918335,19.378653,0.007466,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@16,paid_equivalent_cache_hit,USD,445,0.276404,0.235955,0.319101,123.000000,7120,445,4892921,3810108,1082813,804384,28925,833309,5726230,0.247027,0.247027,16.772610,0.002008,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@2,observed_free,USD,445,0.226966,0.188764,0.267416,101.000000,890,445,802956,476127,326829,101341,4895,106236,909192,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@2,paid_equivalent_cache_miss,USD,445,0.226966,0.188764,0.267416,101.000000,890,445,802956,476127,326829,101341,4895,106236,909192,0.142160,0.142160,2.999852,0.001408,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@2,paid_equivalent_cache_hit,USD,445,0.226966,0.188764,0.267416,101.000000,890,445,802956,476127,326829,101341,4895,106236,909192,0.031994,0.031994,2.172325,0.000317,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@2,observed_free,USD,445,0.191011,0.155056,0.229213,85.000000,890,0,476127,476127,0,101341,0,101341,577468,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@2,paid_equivalent_cache_miss,USD,445,0.191011,0.155056,0.229213,85.000000,890,0,476127,476127,0,101341,0,101341,577468,0.095033,0.095033,2.005381,0.001118,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@2,paid_equivalent_cache_hit,USD,445,0.191011,0.155056,0.229213,85.000000,890,0,476127,476127,0,101341,0,101341,577468,0.029709,0.029709,2.017178,0.000350,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@2,observed_free,USD,445,0.384270,0.339326,0.429213,171.000000,890,0,476127,476127,0,101341,0,101341,577468,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@2,paid_equivalent_cache_miss,USD,445,0.384270,0.339326,0.429213,171.000000,890,0,476127,476127,0,101341,0,101341,577468,0.095033,0.095033,2.005381,0.000556,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@2,paid_equivalent_cache_hit,USD,445,0.384270,0.339326,0.429213,171.000000,890,0,476127,476127,0,101341,0,101341,577468,0.029709,0.029709,2.017178,0.000174,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.047389,0.047389,1.000000,0.000474,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.014728,0.014728,1.000000,0.000147,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,445,0.278652,0.238202,0.321348,124.000000,1780,445,1387783,952337,435446,202525,8455,210980,1598763,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,445,0.278652,0.238202,0.321348,124.000000,1780,445,1387783,952337,435446,202525,8455,210980,1598763,0.253364,0.253364,5.346473,0.002043,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,445,0.278652,0.238202,0.321348,124.000000,1780,445,1387783,952337,435446,202525,8455,210980,1598763,0.062960,0.062960,4.274851,0.000508,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,445,0.240449,0.202247,0.280899,107.000000,1780,0,952337,952337,0,202525,0,202525,1154862,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,445,0.240449,0.202247,0.280899,107.000000,1780,0,952337,952337,0,202525,0,202525,1154862,0.190034,0.190034,4.010087,0.001776,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,445,0.240449,0.202247,0.280899,107.000000,1780,0,952337,952337,0,202525,0,202525,1154862,0.059374,0.059374,4.031369,0.000555,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,445,0.604494,0.559551,0.649438,269.000000,1780,0,952337,952337,0,202525,0,202525,1154862,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,445,0.604494,0.559551,0.649438,269.000000,1780,0,952337,952337,0,202525,0,202525,1154862,0.190034,0.190034,4.010087,0.000706,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,445,0.604494,0.559551,0.649438,269.000000,1780,0,952337,952337,0,202525,0,202525,1154862,0.059374,0.059374,4.031369,0.000221,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.047389,0.047389,1.000000,0.000474,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.014728,0.014728,1.000000,0.000147,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@6,observed_free,USD,445,0.258427,0.217978,0.298876,115.000000,2670,445,1972238,1428595,543643,303253,11570,314823,2287061,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@6,paid_equivalent_cache_miss,USD,445,0.258427,0.217978,0.298876,115.000000,2670,445,1972238,1428595,543643,303253,11570,314823,2287061,0.364264,0.364264,7.686678,0.003168,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@6,paid_equivalent_cache_hit,USD,445,0.258427,0.217978,0.298876,115.000000,2670,445,1972238,1428595,543643,303253,11570,314823,2287061,0.093673,0.093673,6.360198,0.000815,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@6,observed_free,USD,445,0.262921,0.222472,0.303371,117.000000,2670,0,1428595,1428595,0,303253,0,303253,1731848,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@6,paid_equivalent_cache_miss,USD,445,0.262921,0.222472,0.303371,117.000000,2670,0,1428595,1428595,0,303253,0,303253,1731848,0.284914,0.284914,6.012239,0.002435,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@6,paid_equivalent_cache_hit,USD,445,0.262921,0.222472,0.303371,117.000000,2670,0,1428595,1428595,0,303253,0,303253,1731848,0.088911,0.088911,6.036869,0.000760,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@6,observed_free,USD,445,0.710112,0.667416,0.752809,316.000000,2670,0,1428595,1428595,0,303253,0,303253,1731848,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@6,paid_equivalent_cache_miss,USD,445,0.710112,0.667416,0.752809,316.000000,2670,0,1428595,1428595,0,303253,0,303253,1731848,0.284914,0.284914,6.012239,0.000902,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@6,paid_equivalent_cache_hit,USD,445,0.710112,0.667416,0.752809,316.000000,2670,0,1428595,1428595,0,303253,0,303253,1731848,0.088911,0.088911,6.036869,0.000281,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.047389,0.047389,1.000000,0.000474,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.014728,0.014728,1.000000,0.000147,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@8,observed_free,USD,445,0.249438,0.208989,0.289888,111.000000,3560,0,1904857,1904857,0,402934,0,402934,2307791,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@8,paid_equivalent_cache_miss,USD,445,0.249438,0.208989,0.289888,111.000000,3560,0,1904857,1904857,0,402934,0,402934,2307791,0.379502,0.379502,8.008230,0.003419,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,majority@8,paid_equivalent_cache_hit,USD,445,0.249438,0.208989,0.289888,111.000000,3560,0,1904857,1904857,0,402934,0,402934,2307791,0.118155,0.118155,8.022474,0.001064,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@8,observed_free,USD,445,0.782022,0.743820,0.820225,348.000000,3560,0,1904857,1904857,0,402934,0,402934,2307791,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@8,paid_equivalent_cache_miss,USD,445,0.782022,0.743820,0.820225,348.000000,3560,0,1904857,1904857,0,402934,0,402934,2307791,0.379502,0.379502,8.008230,0.001091,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,oracle@8,paid_equivalent_cache_hit,USD,445,0.782022,0.743820,0.820225,348.000000,3560,0,1904857,1904857,0,402934,0,402934,2307791,0.118155,0.118155,8.022474,0.000340,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.047389,0.047389,1.000000,0.000474,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.014728,0.014728,1.000000,0.000147,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@8,observed_free,USD,445,0.274157,0.233708,0.316854,122.000000,3560,445,2555628,1904857,650771,402934,70404,473338,3028966,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@8,paid_equivalent_cache_miss,USD,445,0.274157,0.233708,0.316854,122.000000,3560,445,2555628,1904857,650771,402934,70404,473338,3028966,0.490323,0.490323,10.346768,0.004019,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,hle_text_mc,deepseek,deepseek,deepseek_to_deepseek,rank@8,paid_equivalent_cache_hit,USD,445,0.274157,0.233708,0.316854,122.000000,3560,445,2555628,1904857,650771,402934,70404,473338,3028966,0.139690,0.139690,9.484655,0.001145,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@10,observed_free,USD,445,0.242697,0.204494,0.283146,108.000000,4450,445,3140107,2381119,758988,503590,18245,521835,3661942,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@10,paid_equivalent_cache_miss,MIXED,445,0.242697,0.204494,0.283146,108.000000,4450,445,3140107,2381119,758988,503590,18245,521835,3661942,1.269840,0.584083,12.325286,0.005408,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@10,paid_equivalent_cache_hit,MIXED,445,0.242697,0.204494,0.283146,108.000000,4450,445,3140107,2381119,758988,503590,18245,521835,3661942,0.199342,0.154799,10.510524,0.001433,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@10,observed_free,USD,445,0.258427,0.217978,0.298876,115.000000,4450,0,2381119,2381119,0,503590,0,503590,2884709,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@10,paid_equivalent_cache_miss,MIXED,445,0.258427,0.217978,0.298876,115.000000,4450,0,2381119,2381119,0,503590,0,503590,2884709,0.474362,0.474362,10.009960,0.004125,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@10,paid_equivalent_cache_hit,MIXED,445,0.258427,0.217978,0.298876,115.000000,4450,0,2381119,2381119,0,503590,0,503590,2884709,0.147672,0.147672,10.026616,0.001284,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@10,observed_free,USD,445,0.851685,0.817978,0.883146,379.000000,4450,0,2381119,2381119,0,503590,0,503590,2884709,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@10,paid_equivalent_cache_miss,MIXED,445,0.851685,0.817978,0.883146,379.000000,4450,0,2381119,2381119,0,503590,0,503590,2884709,0.474362,0.474362,10.009960,0.001252,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@10,paid_equivalent_cache_hit,MIXED,445,0.851685,0.817978,0.883146,379.000000,4450,0,2381119,2381119,0,503590,0,503590,2884709,0.147672,0.147672,10.026616,0.000390,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.047389,0.047389,1.000000,0.000474,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.014728,0.014728,1.000000,0.000147,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,444,0.254505,0.213964,0.295045,113.000000,5328,444,3715956,2852199,863757,601176,21756,622932,4338888,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,444,0.254505,0.213964,0.295045,113.000000,5328,444,3715956,2852199,863757,601176,21756,622932,4338888,1.474906,0.692778,14.652045,0.006131,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,444,0.254505,0.213964,0.295045,113.000000,5328,444,3715956,2852199,863757,601176,21756,622932,4338888,0.237103,0.184700,12.580887,0.001635,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,444,0.268018,0.227477,0.308559,119.000000,5328,0,2852199,2852199,0,601176,0,601176,3453375,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,444,0.268018,0.227477,0.308559,119.000000,5328,0,2852199,2852199,0,601176,0,601176,3453375,0.567637,0.567637,12.005351,0.004770,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,444,0.268018,0.227477,0.308559,119.000000,5328,0,2852199,2852199,0,601176,0,601176,3453375,0.176315,0.176315,12.009740,0.001482,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,444,0.882883,0.851351,0.912162,392.000000,5328,0,2852199,2852199,0,601176,0,601176,3453375,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,444,0.882883,0.851351,0.912162,392.000000,5328,0,2852199,2852199,0,601176,0,601176,3453375,0.567637,0.567637,12.005351,0.001448,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,444,0.882883,0.851351,0.912162,392.000000,5328,0,2852199,2852199,0,601176,0,601176,3453375,0.176315,0.176315,12.009740,0.000450,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,444,0.225225,0.186937,0.263514,100.000000,444,0,237620,237620,0,50055,0,50055,287675,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,444,0.225225,0.186937,0.263514,100.000000,444,0,237620,237620,0,50055,0,50055,287675,0.047282,0.047282,1.000000,0.000473,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,444,0.225225,0.186937,0.263514,100.000000,444,0,237620,237620,0,50055,0,50055,287675,0.014681,0.014681,1.000000,0.000147,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@14,observed_free,USD,438,0.246575,0.207763,0.287671,108.000000,6132,438,4252387,3292290,960097,692810,24966,717776,4970163,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@14,paid_equivalent_cache_miss,MIXED,438,0.246575,0.207763,0.287671,108.000000,6132,438,4252387,3292290,960097,692810,24966,717776,4970163,1.664936,0.794222,16.988342,0.007354,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@14,paid_equivalent_cache_hit,MIXED,438,0.246575,0.207763,0.287671,108.000000,6132,438,4252387,3292290,960097,692810,24966,717776,4970163,0.272339,0.212741,14.675842,0.001970,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@14,observed_free,USD,438,0.257991,0.216895,0.299087,113.000000,6132,0,3292290,3292290,0,692810,0,692810,3985100,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@14,paid_equivalent_cache_miss,MIXED,438,0.257991,0.216895,0.299087,113.000000,6132,0,3292290,3292290,0,692810,0,692810,3985100,0.654907,0.654907,14.008406,0.005796,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@14,paid_equivalent_cache_hit,MIXED,438,0.257991,0.216895,0.299087,113.000000,6132,0,3292290,3292290,0,692810,0,692810,3985100,0.203205,0.203205,14.018005,0.001798,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@14,observed_free,USD,438,0.906393,0.878995,0.933790,397.000000,6132,0,3292290,3292290,0,692810,0,692810,3985100,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@14,paid_equivalent_cache_miss,MIXED,438,0.906393,0.878995,0.933790,397.000000,6132,0,3292290,3292290,0,692810,0,692810,3985100,0.654907,0.654907,14.008406,0.001650,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@14,paid_equivalent_cache_hit,MIXED,438,0.906393,0.878995,0.933790,397.000000,6132,0,3292290,3292290,0,692810,0,692810,3985100,0.203205,0.203205,14.018005,0.000512,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,438,0.221461,0.182648,0.260274,97.000000,438,0,235095,235095,0,49419,0,49419,284514,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,438,0.221461,0.182648,0.260274,97.000000,438,0,235095,235095,0,49419,0,49419,284514,0.046751,0.046751,1.000000,0.000482,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,438,0.221461,0.182648,0.260274,97.000000,438,0,235095,235095,0,49419,0,49419,284514,0.014496,0.014496,1.000000,0.000149,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@16,observed_free,USD,445,0.289888,0.247191,0.332584,129.000000,7120,0,3810108,3810108,0,804384,0,804384,4614492,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@16,paid_equivalent_cache_miss,MIXED,445,0.289888,0.247191,0.332584,129.000000,7120,0,3810108,3810108,0,804384,0,804384,4614492,0.758643,0.758643,16.008842,0.005881,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@16,paid_equivalent_cache_hit,MIXED,445,0.289888,0.247191,0.332584,129.000000,7120,0,3810108,3810108,0,804384,0,804384,4614492,0.235896,0.235896,16.016839,0.001829,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@16,observed_free,USD,445,0.923596,0.898876,0.948315,411.000000,7120,0,3810108,3810108,0,804384,0,804384,4614492,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@16,paid_equivalent_cache_miss,MIXED,445,0.923596,0.898876,0.948315,411.000000,7120,0,3810108,3810108,0,804384,0,804384,4614492,0.758643,0.758643,16.008842,0.001846,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@16,paid_equivalent_cache_hit,MIXED,445,0.923596,0.898876,0.948315,411.000000,7120,0,3810108,3810108,0,804384,0,804384,4614492,0.235896,0.235896,16.016839,0.000574,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.047389,0.047389,1.000000,0.000474,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.014728,0.014728,1.000000,0.000147,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@16,observed_free,USD,445,0.244944,0.204494,0.285393,109.000000,7120,445,4892921,3810108,1082813,804384,28925,833309,5726230,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@16,paid_equivalent_cache_miss,MIXED,445,0.244944,0.204494,0.285393,109.000000,7120,445,4892921,3810108,1082813,804384,28925,833309,5726230,1.899306,0.915975,19.328853,0.008403,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@16,paid_equivalent_cache_hit,MIXED,445,0.244944,0.204494,0.285393,109.000000,7120,445,4892921,3810108,1082813,804384,28925,833309,5726230,0.315402,0.246862,16.761407,0.002265,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@2,observed_free,USD,445,0.215730,0.177528,0.253933,96.000000,890,445,802956,476127,326829,101341,4895,106236,909192,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@2,paid_equivalent_cache_miss,MIXED,445,0.215730,0.177528,0.253933,96.000000,890,445,802956,476127,326829,101341,4895,106236,909192,0.431652,0.141463,2.985144,0.001474,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@2,paid_equivalent_cache_hit,MIXED,445,0.215730,0.177528,0.253933,96.000000,890,445,802956,476127,326829,101341,4895,106236,909192,0.046035,0.031961,2.170084,0.000333,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@2,observed_free,USD,445,0.191011,0.155056,0.229213,85.000000,890,0,476127,476127,0,101341,0,101341,577468,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@2,paid_equivalent_cache_miss,MIXED,445,0.191011,0.155056,0.229213,85.000000,890,0,476127,476127,0,101341,0,101341,577468,0.095033,0.095033,2.005381,0.001118,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@2,paid_equivalent_cache_hit,MIXED,445,0.191011,0.155056,0.229213,85.000000,890,0,476127,476127,0,101341,0,101341,577468,0.029709,0.029709,2.017178,0.000350,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@2,observed_free,USD,445,0.384270,0.339326,0.429213,171.000000,890,0,476127,476127,0,101341,0,101341,577468,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@2,paid_equivalent_cache_miss,MIXED,445,0.384270,0.339326,0.429213,171.000000,890,0,476127,476127,0,101341,0,101341,577468,0.095033,0.095033,2.005381,0.000556,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@2,paid_equivalent_cache_hit,MIXED,445,0.384270,0.339326,0.429213,171.000000,890,0,476127,476127,0,101341,0,101341,577468,0.029709,0.029709,2.017178,0.000174,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.047389,0.047389,1.000000,0.000474,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.014728,0.014728,1.000000,0.000147,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,444,0.245495,0.204955,0.286036,109.000000,1776,444,1377600,944682,432918,201899,8436,210335,1587935,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,444,0.245495,0.204955,0.286036,109.000000,1776,444,1377600,944682,432918,201899,8436,210335,1587935,0.638577,0.250827,5.327450,0.002301,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,444,0.245495,0.204955,0.286036,109.000000,1776,444,1377600,944682,432918,201899,8436,210335,1587935,0.084707,0.062698,4.270108,0.000575,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,444,0.240991,0.202703,0.281532,107.000000,1776,0,944682,944682,0,201899,0,201899,1146581,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,444,0.240991,0.202703,0.281532,107.000000,1776,0,944682,944682,0,201899,0,201899,1146581,0.188787,0.188787,4.009749,0.001764,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,444,0.240991,0.202703,0.281532,107.000000,1776,0,944682,944682,0,201899,0,201899,1146581,0.059177,0.059177,4.030307,0.000553,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,444,0.603604,0.558559,0.648649,268.000000,1776,0,944682,944682,0,201899,0,201899,1146581,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,444,0.603604,0.558559,0.648649,268.000000,1776,0,944682,944682,0,201899,0,201899,1146581,0.188787,0.188787,4.009749,0.000704,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,444,0.603604,0.558559,0.648649,268.000000,1776,0,944682,944682,0,201899,0,201899,1146581,0.059177,0.059177,4.030307,0.000221,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,444,0.222973,0.184685,0.261261,99.000000,444,0,236144,236144,0,50078,0,50078,286222,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,444,0.222973,0.184685,0.261261,99.000000,444,0,236144,236144,0,50078,0,50078,286222,0.047082,0.047082,1.000000,0.000476,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,444,0.222973,0.184685,0.261261,99.000000,444,0,236144,236144,0,50078,0,50078,286222,0.014683,0.014683,1.000000,0.000148,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@6,observed_free,USD,445,0.260674,0.220225,0.301124,116.000000,2670,445,1972238,1428595,543643,303253,11570,314823,2287061,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@6,paid_equivalent_cache_miss,MIXED,445,0.260674,0.220225,0.301124,116.000000,2670,445,1972238,1428595,543643,303253,11570,314823,2287061,0.851697,0.363091,7.661926,0.003130,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@6,paid_equivalent_cache_hit,MIXED,445,0.260674,0.220225,0.301124,116.000000,2670,445,1972238,1428595,543643,303253,11570,314823,2287061,0.122924,0.093602,6.355378,0.000807,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@6,observed_free,USD,445,0.262921,0.222472,0.303371,117.000000,2670,0,1428595,1428595,0,303253,0,303253,1731848,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@6,paid_equivalent_cache_miss,MIXED,445,0.262921,0.222472,0.303371,117.000000,2670,0,1428595,1428595,0,303253,0,303253,1731848,0.284914,0.284914,6.012239,0.002435,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@6,paid_equivalent_cache_hit,MIXED,445,0.262921,0.222472,0.303371,117.000000,2670,0,1428595,1428595,0,303253,0,303253,1731848,0.088911,0.088911,6.036869,0.000760,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@6,observed_free,USD,445,0.710112,0.667416,0.752809,316.000000,2670,0,1428595,1428595,0,303253,0,303253,1731848,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@6,paid_equivalent_cache_miss,MIXED,445,0.710112,0.667416,0.752809,316.000000,2670,0,1428595,1428595,0,303253,0,303253,1731848,0.284914,0.284914,6.012239,0.000902,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@6,paid_equivalent_cache_hit,MIXED,445,0.710112,0.667416,0.752809,316.000000,2670,0,1428595,1428595,0,303253,0,303253,1731848,0.088911,0.088911,6.036869,0.000281,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.047389,0.047389,1.000000,0.000474,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.014728,0.014728,1.000000,0.000147,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@8,observed_free,USD,445,0.249438,0.208989,0.289888,111.000000,3560,0,1904857,1904857,0,402934,0,402934,2307791,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@8,paid_equivalent_cache_miss,MIXED,445,0.249438,0.208989,0.289888,111.000000,3560,0,1904857,1904857,0,402934,0,402934,2307791,0.379502,0.379502,8.008230,0.003419,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,majority@8,paid_equivalent_cache_hit,MIXED,445,0.249438,0.208989,0.289888,111.000000,3560,0,1904857,1904857,0,402934,0,402934,2307791,0.118155,0.118155,8.022474,0.001064,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@8,observed_free,USD,445,0.782022,0.743820,0.820225,348.000000,3560,0,1904857,1904857,0,402934,0,402934,2307791,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@8,paid_equivalent_cache_miss,MIXED,445,0.782022,0.743820,0.820225,348.000000,3560,0,1904857,1904857,0,402934,0,402934,2307791,0.379502,0.379502,8.008230,0.001091,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,oracle@8,paid_equivalent_cache_hit,MIXED,445,0.782022,0.743820,0.820225,348.000000,3560,0,1904857,1904857,0,402934,0,402934,2307791,0.118155,0.118155,8.022474,0.000340,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.047389,0.047389,1.000000,0.000474,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,445,0.224719,0.186517,0.265169,100.000000,445,0,238057,238057,0,50218,0,50218,288275,0.014728,0.014728,1.000000,0.000147,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@8,observed_free,USD,445,0.240449,0.202247,0.280899,107.000000,3560,445,2555628,1904857,650771,402934,70371,473305,3028933,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@8,paid_equivalent_cache_miss,MIXED,445,0.240449,0.202247,0.280899,107.000000,3560,445,2555628,1904857,650771,402934,70371,473305,3028933,1.171015,0.488676,10.312013,0.004567,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,hle_text_mc,deepseek,mimo,deepseek_to_mimo,rank@8,paid_equivalent_cache_hit,MIXED,445,0.240449,0.202247,0.280899,107.000000,3560,445,2555628,1904857,650771,402934,70371,473305,3028933,0.271913,0.139363,9.462452,0.001302,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@10,observed_free,USD,445,0.195506,0.159551,0.233708,87.000000,4450,445,3557140,2380590,1176550,921139,18245,939384,4496524,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@10,paid_equivalent_cache_miss,MIXED,445,0.195506,0.159551,0.233708,87.000000,4450,445,3557140,2380590,1176550,921139,18245,939384,4496524,4.392694,0.752290,12.939284,0.008647,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@10,paid_equivalent_cache_hit,MIXED,445,0.195506,0.159551,0.233708,87.000000,4450,445,3557140,2380590,1176550,921139,18245,939384,4496524,1.898293,0.269077,10.364263,0.003093,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@10,observed_free,USD,445,0.159551,0.125843,0.193258,71.000000,4450,0,2380590,2380590,0,921139,0,921139,3301729,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@10,paid_equivalent_cache_miss,MIXED,445,0.159551,0.125843,0.193258,71.000000,4450,0,2380590,2380590,0,921139,0,921139,3301729,4.222868,0.582465,10.018318,0.008204,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@10,paid_equivalent_cache_hit,MIXED,445,0.159551,0.125843,0.193258,71.000000,4450,0,2380590,2380590,0,921139,0,921139,3301729,1.889890,0.260674,10.040598,0.003671,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@10,observed_free,USD,445,0.959551,0.939326,0.977528,427.000000,4450,0,2380590,2380590,0,921139,0,921139,3301729,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@10,paid_equivalent_cache_miss,MIXED,445,0.959551,0.939326,0.977528,427.000000,4450,0,2380590,2380590,0,921139,0,921139,3301729,4.222868,0.582465,10.018318,0.001364,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@10,paid_equivalent_cache_hit,MIXED,445,0.959551,0.939326,0.977528,427.000000,4450,0,2380590,2380590,0,921139,0,921139,3301729,1.889890,0.260674,10.040598,0.000610,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.421516,0.058140,1.000000,0.000843,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.188225,0.025962,1.000000,0.000376,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@12,observed_free,USD,442,0.228507,0.190045,0.269231,101.000000,5304,442,4186506,2831501,1355005,1094204,21658,1115862,5302368,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_miss,MIXED,442,0.228507,0.190045,0.269231,101.000000,5304,442,4186506,2831501,1355005,1094204,21658,1115862,5302368,5.215674,0.888166,15.436969,0.008794,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_hit,MIXED,442,0.228507,0.190045,0.269231,101.000000,5304,442,4186506,2831501,1355005,1094204,21658,1115862,5302368,2.254896,0.319519,12.460282,0.003164,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@12,observed_free,USD,442,0.165158,0.131222,0.201357,73.000000,5304,0,2831501,2831501,0,1094204,0,1094204,3925705,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_miss,MIXED,442,0.165158,0.131222,0.201357,73.000000,5304,0,2831501,2831501,0,1094204,0,1094204,3925705,5.019909,0.692401,12.034431,0.009485,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_hit,MIXED,442,0.165158,0.131222,0.201357,73.000000,5304,0,2831501,2831501,0,1094204,0,1094204,3925705,2.245038,0.309660,12.075810,0.004242,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@12,observed_free,USD,442,0.959276,0.938914,0.977376,424.000000,5304,0,2831501,2831501,0,1094204,0,1094204,3925705,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_miss,MIXED,442,0.959276,0.938914,0.977376,424.000000,5304,0,2831501,2831501,0,1094204,0,1094204,3925705,5.019909,0.692401,12.034431,0.001633,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_hit,MIXED,442,0.959276,0.938914,0.977376,424.000000,5304,0,2831501,2831501,0,1094204,0,1094204,3925705,2.245038,0.309660,12.075810,0.000730,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,442,0.156109,0.122172,0.190045,69.000000,442,0,235935,235935,0,90596,0,90596,326531,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,442,0.156109,0.122172,0.190045,69.000000,442,0,235935,235935,0,90596,0,90596,326531,0.417127,0.057535,1.000000,0.000834,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,442,0.156109,0.122172,0.190045,69.000000,442,0,235935,235935,0,90596,0,90596,326531,0.185911,0.025643,1.000000,0.000372,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@14,observed_free,USD,444,0.177928,0.144144,0.213964,79.000000,6216,444,4874045,3317312,1556733,1287191,25308,1312499,6186544,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@14,paid_equivalent_cache_miss,MIXED,444,0.177928,0.144144,0.213964,79.000000,6216,444,4874045,3317312,1556733,1287191,25308,1312499,6186544,6.116723,1.037676,17.911657,0.013135,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@14,paid_equivalent_cache_hit,MIXED,444,0.177928,0.144144,0.213964,79.000000,6216,444,4874045,3317312,1556733,1287191,25308,1312499,6186544,2.652173,0.375683,14.500096,0.004755,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@14,observed_free,USD,444,0.173423,0.139640,0.209459,77.000000,6216,0,3317312,3317312,0,1287191,0,1287191,4604503,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@14,paid_equivalent_cache_miss,MIXED,444,0.173423,0.139640,0.209459,77.000000,6216,0,3317312,3317312,0,1287191,0,1287191,4604503,5.891694,0.812647,14.027359,0.010554,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@14,paid_equivalent_cache_hit,MIXED,444,0.173423,0.139640,0.209459,77.000000,6216,0,3317312,3317312,0,1287191,0,1287191,4604503,2.640728,0.364238,14.058358,0.004730,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@14,observed_free,USD,444,0.966216,0.948198,0.981982,429.000000,6216,0,3317312,3317312,0,1287191,0,1287191,4604503,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@14,paid_equivalent_cache_miss,MIXED,444,0.966216,0.948198,0.981982,429.000000,6216,0,3317312,3317312,0,1287191,0,1287191,4604503,5.891694,0.812647,14.027359,0.001894,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@14,paid_equivalent_cache_hit,MIXED,444,0.966216,0.948198,0.981982,429.000000,6216,0,3317312,3317312,0,1287191,0,1287191,4604503,2.640728,0.364238,14.058358,0.000849,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,444,0.155405,0.121622,0.189189,69.000000,444,0,236914,236914,0,91550,0,91550,328464,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,444,0.155405,0.121622,0.189189,69.000000,444,0,236914,236914,0,91550,0,91550,328464,0.420014,0.057933,1.000000,0.000840,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,444,0.155405,0.121622,0.189189,69.000000,444,0,236914,236914,0,91550,0,91550,328464,0.187838,0.025909,1.000000,0.000375,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@16,observed_free,USD,445,0.146067,0.114607,0.179775,65.000000,7120,0,3809572,3809572,0,1476878,0,1476878,5286450,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@16,paid_equivalent_cache_miss,MIXED,445,0.146067,0.114607,0.179775,65.000000,7120,0,3809572,3809572,0,1476878,0,1476878,5286450,6.763328,0.932873,16.045287,0.014352,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@16,paid_equivalent_cache_hit,MIXED,445,0.146067,0.114607,0.179775,65.000000,7120,0,3809572,3809572,0,1476878,0,1476878,5286450,3.029947,0.417924,16.097527,0.006430,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@16,observed_free,USD,445,0.968539,0.950562,0.984270,431.000000,7120,0,3809572,3809572,0,1476878,0,1476878,5286450,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@16,paid_equivalent_cache_miss,MIXED,445,0.968539,0.950562,0.984270,431.000000,7120,0,3809572,3809572,0,1476878,0,1476878,5286450,6.763328,0.932873,16.045287,0.002164,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@16,paid_equivalent_cache_hit,MIXED,445,0.968539,0.950562,0.984270,431.000000,7120,0,3809572,3809572,0,1476878,0,1476878,5286450,3.029947,0.417924,16.097527,0.000970,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.421516,0.058140,1.000000,0.000843,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.188225,0.025962,1.000000,0.000376,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@16,observed_free,USD,445,0.213483,0.175281,0.251685,95.000000,7120,445,5564882,3809572,1755310,1476878,28925,1505803,7070685,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@16,paid_equivalent_cache_miss,MIXED,445,0.213483,0.175281,0.251685,95.000000,7120,445,5564882,3809572,1755310,1476878,28925,1505803,7070685,7.017170,1.186715,20.411335,0.012492,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@16,paid_equivalent_cache_hit,MIXED,445,0.213483,0.175281,0.251685,95.000000,7120,445,5564882,3809572,1755310,1476878,28925,1505803,7070685,3.042961,0.430938,16.598798,0.004536,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@2,observed_free,USD,445,0.188764,0.152809,0.224719,84.000000,890,445,880792,476107,404685,179205,4895,184100,1064892,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@2,paid_equivalent_cache_miss,MIXED,445,0.188764,0.152809,0.224719,84.000000,890,445,880792,476107,404685,179205,4895,184100,1064892,0.892543,0.173132,2.977847,0.002061,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@2,paid_equivalent_cache_hit,MIXED,445,0.188764,0.152809,0.224719,84.000000,890,445,880792,476107,404685,179205,4895,184100,1064892,0.370436,0.053253,2.051190,0.000634,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@2,observed_free,USD,445,0.170787,0.137079,0.206742,76.000000,890,0,476107,476107,0,179205,0,179205,655312,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@2,paid_equivalent_cache_miss,MIXED,445,0.170787,0.137079,0.206742,76.000000,890,0,476107,476107,0,179205,0,179205,655312,0.834517,0.115106,1.979807,0.001515,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@2,paid_equivalent_cache_hit,MIXED,445,0.170787,0.137079,0.206742,76.000000,890,0,476107,476107,0,179205,0,179205,655312,0.367932,0.050749,1.954742,0.000668,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@2,observed_free,USD,445,0.343820,0.301124,0.388764,153.000000,890,0,476107,476107,0,179205,0,179205,655312,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@2,paid_equivalent_cache_miss,MIXED,445,0.343820,0.301124,0.388764,153.000000,890,0,476107,476107,0,179205,0,179205,655312,0.834517,0.115106,1.979807,0.000752,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@2,paid_equivalent_cache_hit,MIXED,445,0.343820,0.301124,0.388764,153.000000,890,0,476107,476107,0,179205,0,179205,655312,0.367932,0.050749,1.954742,0.000332,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.421516,0.058140,1.000000,0.000843,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.188225,0.025962,1.000000,0.000376,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,445,0.208989,0.170787,0.247191,93.000000,1780,445,1548174,952224,595950,363010,8455,371465,1919639,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,445,0.208989,0.170787,0.247191,93.000000,1780,445,1548174,952224,595950,363010,8455,371465,1919639,1.764044,0.317282,5.457207,0.003412,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,445,0.208989,0.170787,0.247191,93.000000,1780,445,1548174,952224,595950,363010,8455,371465,1919639,0.749101,0.106804,4.113859,0.001148,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,445,0.208989,0.170787,0.247191,93.000000,1780,0,952224,952224,0,363010,0,363010,1315234,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,445,0.208989,0.170787,0.247191,93.000000,1780,0,952224,952224,0,363010,0,363010,1315234,1.678244,0.231482,3.981459,0.002489,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,445,0.208989,0.170787,0.247191,93.000000,1780,0,952224,952224,0,363010,0,363010,1315234,0.745064,0.102768,3.958401,0.001105,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,445,0.689888,0.647191,0.732584,307.000000,1780,0,952224,952224,0,363010,0,363010,1315234,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,445,0.689888,0.647191,0.732584,307.000000,1780,0,952224,952224,0,363010,0,363010,1315234,1.678244,0.231482,3.981459,0.000754,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,445,0.689888,0.647191,0.732584,307.000000,1780,0,952224,952224,0,363010,0,363010,1315234,0.745064,0.102768,3.958401,0.000335,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.421516,0.058140,1.000000,0.000843,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.188225,0.025962,1.000000,0.000376,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@6,observed_free,USD,445,0.215730,0.177528,0.253933,96.000000,2670,445,2223420,1428346,795074,554676,11570,566246,2789666,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@6,paid_equivalent_cache_miss,MIXED,445,0.215730,0.177528,0.253933,96.000000,2670,445,2223420,1428346,795074,554676,11570,566246,2789666,2.652248,0.464577,7.990660,0.004839,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@6,paid_equivalent_cache_hit,MIXED,445,0.215730,0.177528,0.253933,96.000000,2670,445,2223420,1428346,795074,554676,11570,566246,2789666,1.143385,0.162420,6.256067,0.001692,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@6,observed_free,USD,445,0.148315,0.116854,0.182022,66.000000,2670,0,1428346,1428346,0,554676,0,554676,1983022,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@6,paid_equivalent_cache_miss,MIXED,445,0.148315,0.116854,0.182022,66.000000,2670,0,1428346,1428346,0,554676,0,554676,1983022,2.537698,0.350027,6.020416,0.005303,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@6,paid_equivalent_cache_hit,MIXED,445,0.148315,0.116854,0.182022,66.000000,2670,0,1428346,1428346,0,554676,0,554676,1983022,1.137919,0.156954,6.045528,0.002378,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@6,observed_free,USD,445,0.912360,0.885393,0.937079,406.000000,2670,0,1428346,1428346,0,554676,0,554676,1983022,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@6,paid_equivalent_cache_miss,MIXED,445,0.912360,0.885393,0.937079,406.000000,2670,0,1428346,1428346,0,554676,0,554676,1983022,2.537698,0.350027,6.020416,0.000862,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@6,paid_equivalent_cache_hit,MIXED,445,0.912360,0.885393,0.937079,406.000000,2670,0,1428346,1428346,0,554676,0,554676,1983022,1.137919,0.156954,6.045528,0.000387,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.421516,0.058140,1.000000,0.000843,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.188225,0.025962,1.000000,0.000376,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@8,observed_free,USD,445,0.148315,0.116854,0.182022,66.000000,3560,0,1904468,1904468,0,743355,0,743355,2647823,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@8,paid_equivalent_cache_miss,MIXED,445,0.148315,0.116854,0.182022,66.000000,3560,0,1904468,1904468,0,743355,0,743355,2647823,3.391178,0.467749,8.045218,0.007087,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,majority@8,paid_equivalent_cache_hit,MIXED,445,0.148315,0.116854,0.182022,66.000000,3560,0,1904468,1904468,0,743355,0,743355,2647823,1.524799,0.210317,8.100955,0.003187,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@8,observed_free,USD,445,0.948315,0.925843,0.968539,422.000000,3560,0,1904468,1904468,0,743355,0,743355,2647823,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@8,paid_equivalent_cache_miss,MIXED,445,0.948315,0.925843,0.968539,422.000000,3560,0,1904468,1904468,0,743355,0,743355,2647823,3.391178,0.467749,8.045218,0.001108,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,oracle@8,paid_equivalent_cache_hit,MIXED,445,0.948315,0.925843,0.968539,422.000000,3560,0,1904468,1904468,0,743355,0,743355,2647823,1.524799,0.210317,8.100955,0.000498,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.421516,0.058140,1.000000,0.000843,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.188225,0.025962,1.000000,0.000376,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@8,observed_free,USD,445,0.193258,0.157303,0.231461,86.000000,3560,445,2895661,1904468,991193,743355,66834,810189,3705850,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@8,paid_equivalent_cache_miss,MIXED,445,0.193258,0.157303,0.231461,86.000000,3560,445,2895661,1904468,991193,743355,66834,810189,3705850,3.548659,0.625229,10.753853,0.007270,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,hle_text_mc,mimo,deepseek,mimo_to_deepseek,rank@8,paid_equivalent_cache_hit,MIXED,445,0.193258,0.157303,0.231461,86.000000,3560,445,2895661,1904468,991193,743355,66834,810189,3705850,1.546288,0.231806,8.928665,0.002695,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@10,observed_free,USD,445,0.175281,0.141573,0.211236,78.000000,4450,445,3557140,2380590,1176550,921139,18245,939384,4496524,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@10,paid_equivalent_cache_miss,CNY,445,0.175281,0.141573,0.211236,78.000000,4450,445,3557140,2380590,1176550,921139,18245,939384,4496524,5.435908,0.749780,12.896113,0.009613,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@10,paid_equivalent_cache_hit,CNY,445,0.175281,0.141573,0.211236,78.000000,4450,445,3557140,2380590,1176550,921139,18245,939384,4496524,1.949911,0.268953,10.359487,0.003448,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@10,observed_free,USD,445,0.159551,0.125843,0.193258,71.000000,4450,0,2380590,2380590,0,921139,0,921139,3301729,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@10,paid_equivalent_cache_miss,CNY,445,0.159551,0.125843,0.193258,71.000000,4450,0,2380590,2380590,0,921139,0,921139,3301729,4.222868,0.582465,10.018318,0.008204,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@10,paid_equivalent_cache_hit,CNY,445,0.159551,0.125843,0.193258,71.000000,4450,0,2380590,2380590,0,921139,0,921139,3301729,1.889890,0.260674,10.040598,0.003671,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@10,observed_free,USD,445,0.959551,0.939326,0.977528,427.000000,4450,0,2380590,2380590,0,921139,0,921139,3301729,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@10,paid_equivalent_cache_miss,CNY,445,0.959551,0.939326,0.977528,427.000000,4450,0,2380590,2380590,0,921139,0,921139,3301729,4.222868,0.582465,10.018318,0.001364,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@10,paid_equivalent_cache_hit,CNY,445,0.959551,0.939326,0.977528,427.000000,4450,0,2380590,2380590,0,921139,0,921139,3301729,1.889890,0.260674,10.040598,0.000610,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.421516,0.058140,1.000000,0.000843,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.188225,0.025962,1.000000,0.000376,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@12,observed_free,USD,440,0.188636,0.152273,0.225000,83.000000,5280,440,4159152,2811696,1347456,1088420,21560,1109980,5269132,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_miss,CNY,440,0.188636,0.152273,0.225000,83.000000,5280,440,4159152,2811696,1347456,1088420,21560,1109980,5269132,6.379112,0.879878,15.421846,0.010601,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_hit,CNY,440,0.188636,0.152273,0.225000,83.000000,5280,440,4159152,2811696,1347456,1088420,21560,1109980,5269132,2.303143,0.317675,12.514280,0.003827,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@12,observed_free,USD,440,0.165909,0.131818,0.202273,73.000000,5280,0,2811696,2811696,0,1088420,0,1088420,3900116,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_miss,CNY,440,0.165909,0.131818,0.202273,73.000000,5280,0,2811696,2811696,0,1088420,0,1088420,3900116,4.988536,0.688074,12.060048,0.009426,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_hit,CNY,440,0.165909,0.131818,0.202273,73.000000,5280,0,2811696,2811696,0,1088420,0,1088420,3900116,2.233074,0.308010,12.133543,0.004219,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@12,observed_free,USD,440,0.959091,0.938636,0.977273,422.000000,5280,0,2811696,2811696,0,1088420,0,1088420,3900116,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_miss,CNY,440,0.959091,0.938636,0.977273,422.000000,5280,0,2811696,2811696,0,1088420,0,1088420,3900116,4.988536,0.688074,12.060048,0.001631,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_hit,CNY,440,0.959091,0.938636,0.977273,422.000000,5280,0,2811696,2811696,0,1088420,0,1088420,3900116,2.233074,0.308010,12.133543,0.000730,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,440,0.156818,0.122727,0.190909,69.000000,440,0,234284,234284,0,89678,0,89678,323962,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,440,0.156818,0.122727,0.190909,69.000000,440,0,234284,234284,0,89678,0,89678,323962,0.413640,0.057054,1.000000,0.000827,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,440,0.156818,0.122727,0.190909,69.000000,440,0,234284,234284,0,89678,0,89678,323962,0.184042,0.025385,1.000000,0.000368,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@14,observed_free,USD,445,0.141573,0.110112,0.175281,63.000000,6230,445,4894531,3333244,1561287,1290532,25365,1315897,6210428,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@14,paid_equivalent_cache_miss,CNY,445,0.141573,0.110112,0.175281,63.000000,6230,445,4894531,3333244,1561287,1290532,25365,1315897,6210428,7.526325,1.038114,17.855418,0.016478,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@14,paid_equivalent_cache_hit,CNY,445,0.141573,0.110112,0.175281,63.000000,6230,445,4894531,3333244,1561287,1290532,25365,1315897,6210428,2.729685,0.376508,14.502273,0.005976,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@14,observed_free,USD,445,0.173034,0.139326,0.208989,77.000000,6230,0,3333244,3333244,0,1290532,0,1290532,4623776,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@14,paid_equivalent_cache_miss,CNY,445,0.173034,0.139326,0.208989,77.000000,6230,0,3333244,3333244,0,1290532,0,1290532,4623776,5.914308,0.815767,14.031080,0.010594,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@14,paid_equivalent_cache_hit,CNY,445,0.173034,0.139326,0.208989,77.000000,6230,0,3333244,3333244,0,1290532,0,1290532,4623776,2.647729,0.365204,14.066867,0.004743,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@14,observed_free,USD,445,0.966292,0.948315,0.982022,430.000000,6230,0,3333244,3333244,0,1290532,0,1290532,4623776,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@14,paid_equivalent_cache_miss,CNY,445,0.966292,0.948315,0.982022,430.000000,6230,0,3333244,3333244,0,1290532,0,1290532,4623776,5.914308,0.815767,14.031080,0.001897,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@14,paid_equivalent_cache_hit,CNY,445,0.966292,0.948315,0.982022,430.000000,6230,0,3333244,3333244,0,1290532,0,1290532,4623776,2.647729,0.365204,14.066867,0.000849,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.421516,0.058140,1.000000,0.000843,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.188225,0.025962,1.000000,0.000376,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@16,observed_free,USD,445,0.146067,0.114607,0.179775,65.000000,7120,0,3809572,3809572,0,1476878,0,1476878,5286450,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@16,paid_equivalent_cache_miss,CNY,445,0.146067,0.114607,0.179775,65.000000,7120,0,3809572,3809572,0,1476878,0,1476878,5286450,6.763328,0.932873,16.045287,0.014352,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@16,paid_equivalent_cache_hit,CNY,445,0.146067,0.114607,0.179775,65.000000,7120,0,3809572,3809572,0,1476878,0,1476878,5286450,3.029947,0.417924,16.097527,0.006430,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@16,observed_free,USD,445,0.968539,0.950562,0.984270,431.000000,7120,0,3809572,3809572,0,1476878,0,1476878,5286450,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@16,paid_equivalent_cache_miss,CNY,445,0.968539,0.950562,0.984270,431.000000,7120,0,3809572,3809572,0,1476878,0,1476878,5286450,6.763328,0.932873,16.045287,0.002164,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@16,paid_equivalent_cache_hit,CNY,445,0.968539,0.950562,0.984270,431.000000,7120,0,3809572,3809572,0,1476878,0,1476878,5286450,3.029947,0.417924,16.097527,0.000970,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.421516,0.058140,1.000000,0.000843,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.188225,0.025962,1.000000,0.000376,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@16,observed_free,USD,445,0.164045,0.130337,0.200000,73.000000,7120,445,5564882,3809572,1755310,1476878,28925,1505803,7070685,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@16,paid_equivalent_cache_miss,CNY,445,0.164045,0.130337,0.200000,73.000000,7120,445,5564882,3809572,1755310,1476878,28925,1505803,7070685,8.576488,1.182964,20.346818,0.016205,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@16,paid_equivalent_cache_hit,CNY,445,0.164045,0.130337,0.200000,73.000000,7120,445,5564882,3809572,1755310,1476878,28925,1505803,7070685,3.122904,0.430745,16.591364,0.005901,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@2,observed_free,USD,445,0.177528,0.143820,0.213483,79.000000,890,445,880792,476107,404685,179205,4895,184100,1064892,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@2,paid_equivalent_cache_miss,CNY,445,0.177528,0.143820,0.213483,79.000000,890,445,880792,476107,404685,179205,4895,184100,1064892,1.248992,0.172275,2.963106,0.002181,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@2,paid_equivalent_cache_hit,CNY,445,0.177528,0.143820,0.213483,79.000000,890,445,880792,476107,404685,179205,4895,184100,1064892,0.385816,0.053216,2.049765,0.000674,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@2,observed_free,USD,445,0.170787,0.137079,0.206742,76.000000,890,0,476107,476107,0,179205,0,179205,655312,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@2,paid_equivalent_cache_miss,CNY,445,0.170787,0.137079,0.206742,76.000000,890,0,476107,476107,0,179205,0,179205,655312,0.834517,0.115106,1.979807,0.001515,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@2,paid_equivalent_cache_hit,CNY,445,0.170787,0.137079,0.206742,76.000000,890,0,476107,476107,0,179205,0,179205,655312,0.367932,0.050749,1.954742,0.000668,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@2,observed_free,USD,445,0.343820,0.301124,0.388764,153.000000,890,0,476107,476107,0,179205,0,179205,655312,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@2,paid_equivalent_cache_miss,CNY,445,0.343820,0.301124,0.388764,153.000000,890,0,476107,476107,0,179205,0,179205,655312,0.834517,0.115106,1.979807,0.000752,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@2,paid_equivalent_cache_hit,CNY,445,0.343820,0.301124,0.388764,153.000000,890,0,476107,476107,0,179205,0,179205,655312,0.367932,0.050749,1.954742,0.000332,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.421516,0.058140,1.000000,0.000843,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.188225,0.025962,1.000000,0.000376,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,445,0.177528,0.143820,0.213483,79.000000,1780,445,1548174,952224,595950,363010,8455,371465,1919639,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,445,0.177528,0.143820,0.213483,79.000000,1780,445,1548174,952224,595950,363010,8455,371465,1919639,2.291104,0.316014,5.435397,0.004000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,445,0.177528,0.143820,0.213483,79.000000,1780,445,1548174,952224,595950,363010,8455,371465,1919639,0.773893,0.106744,4.111548,0.001351,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,445,0.208989,0.170787,0.247191,93.000000,1780,0,952224,952224,0,363010,0,363010,1315234,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,445,0.208989,0.170787,0.247191,93.000000,1780,0,952224,952224,0,363010,0,363010,1315234,1.678244,0.231482,3.981459,0.002489,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,445,0.208989,0.170787,0.247191,93.000000,1780,0,952224,952224,0,363010,0,363010,1315234,0.745064,0.102768,3.958401,0.001105,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,445,0.689888,0.647191,0.732584,307.000000,1780,0,952224,952224,0,363010,0,363010,1315234,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,445,0.689888,0.647191,0.732584,307.000000,1780,0,952224,952224,0,363010,0,363010,1315234,1.678244,0.231482,3.981459,0.000754,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,445,0.689888,0.647191,0.732584,307.000000,1780,0,952224,952224,0,363010,0,363010,1315234,0.745064,0.102768,3.958401,0.000335,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.421516,0.058140,1.000000,0.000843,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.188225,0.025962,1.000000,0.000376,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@6,observed_free,USD,445,0.182022,0.146067,0.217978,81.000000,2670,445,2223420,1428346,795074,554676,11570,566246,2789666,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@6,paid_equivalent_cache_miss,CNY,445,0.182022,0.146067,0.217978,81.000000,2670,445,2223420,1428346,795074,554676,11570,566246,2789666,3.355912,0.462884,7.961541,0.005715,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@6,paid_equivalent_cache_hit,CNY,445,0.182022,0.146067,0.217978,81.000000,2670,445,2223420,1428346,795074,554676,11570,566246,2789666,1.176960,0.162339,6.252947,0.002004,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@6,observed_free,USD,445,0.148315,0.116854,0.182022,66.000000,2670,0,1428346,1428346,0,554676,0,554676,1983022,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@6,paid_equivalent_cache_miss,CNY,445,0.148315,0.116854,0.182022,66.000000,2670,0,1428346,1428346,0,554676,0,554676,1983022,2.537698,0.350027,6.020416,0.005303,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@6,paid_equivalent_cache_hit,CNY,445,0.148315,0.116854,0.182022,66.000000,2670,0,1428346,1428346,0,554676,0,554676,1983022,1.137919,0.156954,6.045528,0.002378,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@6,observed_free,USD,445,0.912360,0.885393,0.937079,406.000000,2670,0,1428346,1428346,0,554676,0,554676,1983022,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@6,paid_equivalent_cache_miss,CNY,445,0.912360,0.885393,0.937079,406.000000,2670,0,1428346,1428346,0,554676,0,554676,1983022,2.537698,0.350027,6.020416,0.000862,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@6,paid_equivalent_cache_hit,CNY,445,0.912360,0.885393,0.937079,406.000000,2670,0,1428346,1428346,0,554676,0,554676,1983022,1.137919,0.156954,6.045528,0.000387,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.421516,0.058140,1.000000,0.000843,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.188225,0.025962,1.000000,0.000376,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@8,observed_free,USD,445,0.148315,0.116854,0.182022,66.000000,3560,0,1904468,1904468,0,743355,0,743355,2647823,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@8,paid_equivalent_cache_miss,CNY,445,0.148315,0.116854,0.182022,66.000000,3560,0,1904468,1904468,0,743355,0,743355,2647823,3.391178,0.467749,8.045218,0.007087,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,majority@8,paid_equivalent_cache_hit,CNY,445,0.148315,0.116854,0.182022,66.000000,3560,0,1904468,1904468,0,743355,0,743355,2647823,1.524799,0.210317,8.100955,0.003187,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@8,observed_free,USD,445,0.948315,0.925843,0.968539,422.000000,3560,0,1904468,1904468,0,743355,0,743355,2647823,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@8,paid_equivalent_cache_miss,CNY,445,0.948315,0.925843,0.968539,422.000000,3560,0,1904468,1904468,0,743355,0,743355,2647823,3.391178,0.467749,8.045218,0.001108,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,oracle@8,paid_equivalent_cache_hit,CNY,445,0.948315,0.925843,0.968539,422.000000,3560,0,1904468,1904468,0,743355,0,743355,2647823,1.524799,0.210317,8.100955,0.000498,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.421516,0.058140,1.000000,0.000843,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,hle_text_mc,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,445,0.155056,0.121348,0.188764,69.000000,445,0,238052,238052,0,91732,0,91732,329784,0.188225,0.025962,1.000000,0.000376,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@8,observed_free,USD,445,0.161798,0.128090,0.197753,72.000000,3560,445,2895661,1904468,991193,743355,66821,810176,3705837,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@8,paid_equivalent_cache_miss,CNY,445,0.161798,0.128090,0.197753,72.000000,3560,445,2895661,1904468,991193,743355,66821,810176,3705837,4.516013,0.622898,10.713760,0.008651,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,hle_text_mc,mimo,mimo,mimo_to_mimo,rank@8,paid_equivalent_cache_hit,CNY,445,0.161798,0.128090,0.197753,72.000000,3560,445,2895661,1904468,991193,743355,66821,810176,3705837,1.678265,0.231485,8.916301,0.003215,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@10,observed_free,USD,2294,0.414124,0.394071,0.434176,950.000000,22940,2294,14880343,11060492,3819851,2624607,94054,2718661,17599004,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@10,paid_equivalent_cache_miss,USD,2294,0.414124,0.394071,0.434176,950.000000,22940,2294,14880343,11060492,3819851,2624607,94054,2718661,17599004,2.844473,2.844473,12.497849,0.002994,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@10,paid_equivalent_cache_hit,USD,2294,0.414124,0.394071,0.434176,950.000000,22940,2294,14880343,11060492,3819851,2624607,94054,2718661,17599004,0.802890,0.802890,10.580910,0.000845,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@10,observed_free,USD,2294,0.355275,0.335658,0.374891,815.000000,22940,0,11060492,11060492,0,2624607,0,2624607,13685099,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@10,paid_equivalent_cache_miss,USD,2294,0.355275,0.335658,0.374891,815.000000,22940,0,11060492,11060492,0,2624607,0,2624607,13685099,2.283359,2.283359,10.032465,0.002802,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@10,paid_equivalent_cache_hit,USD,2294,0.355275,0.335658,0.374891,815.000000,22940,0,11060492,11060492,0,2624607,0,2624607,13685099,0.765859,0.765859,10.092895,0.000940,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@10,observed_free,USD,2294,0.812119,0.795990,0.827812,1863.000000,22940,0,11060492,11060492,0,2624607,0,2624607,13685099,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@10,paid_equivalent_cache_miss,USD,2294,0.812119,0.795990,0.827812,1863.000000,22940,0,11060492,11060492,0,2624607,0,2624607,13685099,2.283359,2.283359,10.032465,0.001226,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@10,paid_equivalent_cache_hit,USD,2294,0.812119,0.795990,0.827812,1863.000000,22940,0,11060492,11060492,0,2624607,0,2624607,13685099,0.765859,0.765859,10.092895,0.000411,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.227597,0.227597,1.000000,0.000406,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.075881,0.075881,1.000000,0.000135,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,2294,0.413252,0.393200,0.433304,948.000000,27528,2294,17654152,13273155,4380997,3146153,112406,3258559,20912711,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,2294,0.413252,0.393200,0.433304,948.000000,27528,2294,17654152,13273155,4380997,3146153,112406,3258559,20912711,3.383978,3.383978,14.868289,0.003570,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,2294,0.413252,0.393200,0.433304,948.000000,27528,2294,17654152,13273155,4380997,3146153,112406,3258559,20912711,0.961828,0.961828,12.675479,0.001015,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,2294,0.358762,0.339146,0.378378,823.000000,27528,0,13273155,13273155,0,3146153,0,3146153,16419308,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,2294,0.358762,0.339146,0.378378,823.000000,27528,0,13273155,13273155,0,3146153,0,3146153,16419308,2.739165,2.739165,12.035154,0.003328,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,2294,0.358762,0.339146,0.378378,823.000000,27528,0,13273155,13273155,0,3146153,0,3146153,16419308,0.918088,0.918088,12.099050,0.001116,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,2294,0.851351,0.836530,0.865737,1953.000000,27528,0,13273155,13273155,0,3146153,0,3146153,16419308,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,2294,0.851351,0.836530,0.865737,1953.000000,27528,0,13273155,13273155,0,3146153,0,3146153,16419308,2.739165,2.739165,12.035154,0.001403,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,2294,0.851351,0.836530,0.865737,1953.000000,27528,0,13273155,13273155,0,3146153,0,3146153,16419308,0.918088,0.918088,12.099050,0.000470,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.227597,0.227597,1.000000,0.000406,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.075881,0.075881,1.000000,0.000135,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@14,observed_free,USD,2286,0.423010,0.402887,0.443132,967.000000,32004,2286,20358016,15429899,4928117,3658308,130302,3788610,24146626,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@14,paid_equivalent_cache_miss,USD,2286,0.423010,0.402887,0.443132,967.000000,32004,2286,20358016,15429899,4928117,3658308,130302,3788610,24146626,3.910933,3.910933,17.246254,0.004044,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@14,paid_equivalent_cache_hit,USD,2286,0.423010,0.402887,0.443132,967.000000,32004,2286,20358016,15429899,4928117,3658308,130302,3788610,24146626,1.117813,1.117813,14.785300,0.001156,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@14,observed_free,USD,2286,0.363517,0.343832,0.383202,831.000000,32004,0,15429899,15429899,0,3658308,0,3658308,19088207,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@14,paid_equivalent_cache_miss,USD,2286,0.363517,0.343832,0.383202,831.000000,32004,0,15429899,15429899,0,3658308,0,3658308,19088207,3.184512,3.184512,14.042916,0.003832,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@14,paid_equivalent_cache_hit,USD,2286,0.363517,0.343832,0.383202,831.000000,32004,0,15429899,15429899,0,3658308,0,3658308,19088207,1.067530,1.067530,14.120207,0.001285,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@14,observed_free,USD,2286,0.885389,0.872266,0.898075,2024.000000,32004,0,15429899,15429899,0,3658308,0,3658308,19088207,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@14,paid_equivalent_cache_miss,USD,2286,0.885389,0.872266,0.898075,2024.000000,32004,0,15429899,15429899,0,3658308,0,3658308,19088207,3.184512,3.184512,14.042916,0.001573,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@14,paid_equivalent_cache_hit,USD,2286,0.885389,0.872266,0.898075,2024.000000,32004,0,15429899,15429899,0,3658308,0,3658308,19088207,1.067530,1.067530,14.120207,0.000527,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,2286,0.244094,0.226597,0.261592,558.000000,2286,0,1101802,1101802,0,258992,0,258992,1360794,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,2286,0.244094,0.226597,0.261592,558.000000,2286,0,1101802,1101802,0,258992,0,258992,1360794,0.226770,0.226770,1.000000,0.000406,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,2286,0.244094,0.226597,0.261592,558.000000,2286,0,1101802,1101802,0,258992,0,258992,1360794,0.075603,0.075603,1.000000,0.000135,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@16,observed_free,USD,2294,0.377507,0.357890,0.397559,866.000000,36704,0,17698495,17698495,0,4195057,0,4195057,21893552,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@16,paid_equivalent_cache_miss,USD,2294,0.377507,0.357890,0.397559,866.000000,36704,0,17698495,17698495,0,4195057,0,4195057,21893552,3.652405,3.652405,16.047685,0.004218,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@16,paid_equivalent_cache_hit,USD,2294,0.377507,0.357890,0.397559,866.000000,36704,0,17698495,17698495,0,4195057,0,4195057,21893552,1.224172,1.224172,16.132787,0.001414,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@16,observed_free,USD,2294,0.904969,0.892764,0.916739,2076.000000,36704,0,17698495,17698495,0,4195057,0,4195057,21893552,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@16,paid_equivalent_cache_miss,USD,2294,0.904969,0.892764,0.916739,2076.000000,36704,0,17698495,17698495,0,4195057,0,4195057,21893552,3.652405,3.652405,16.047685,0.001759,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@16,paid_equivalent_cache_hit,USD,2294,0.904969,0.892764,0.916739,2076.000000,36704,0,17698495,17698495,0,4195057,0,4195057,21893552,1.224172,1.224172,16.132787,0.000590,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.227597,0.227597,1.000000,0.000406,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.075881,0.075881,1.000000,0.000135,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@16,observed_free,USD,2294,0.421970,0.401918,0.442023,968.000000,36704,2294,23207534,17698495,5509039,4195057,149110,4344167,27551701,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@16,paid_equivalent_cache_miss,USD,2294,0.421970,0.401918,0.442023,968.000000,36704,2294,23207534,17698495,5509039,4195057,149110,4344167,27551701,4.465422,4.465422,19.619863,0.004613,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@16,paid_equivalent_cache_hit,USD,2294,0.421970,0.401918,0.442023,968.000000,36704,2294,23207534,17698495,5509039,4195057,149110,4344167,27551701,1.281348,1.281348,16.886282,0.001324,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@2,observed_free,USD,2294,0.309067,0.290323,0.328248,709.000000,4588,2294,3773004,2211667,1561337,520340,25234,545574,4318578,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@2,paid_equivalent_cache_miss,USD,2294,0.309067,0.290323,0.328248,709.000000,4588,2294,3773004,2211667,1561337,520340,25234,545574,4318578,0.680981,0.680981,2.992047,0.000960,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@2,paid_equivalent_cache_hit,USD,2294,0.309067,0.290323,0.328248,709.000000,4588,2294,3773004,2211667,1561337,520340,25234,545574,4318578,0.163325,0.163325,2.152383,0.000230,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@2,observed_free,USD,2294,0.224499,0.207498,0.241500,515.000000,4588,0,2211667,2211667,0,520340,0,520340,2732007,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@2,paid_equivalent_cache_miss,USD,2294,0.224499,0.207498,0.241500,515.000000,4588,0,2211667,2211667,0,520340,0,520340,2732007,0.455329,0.455329,2.000593,0.000884,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@2,paid_equivalent_cache_hit,USD,2294,0.224499,0.207498,0.241500,515.000000,4588,0,2211667,2211667,0,520340,0,520340,2732007,0.151888,0.151888,2.001660,0.000295,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@2,observed_free,USD,2294,0.372711,0.353095,0.392764,855.000000,4588,0,2211667,2211667,0,520340,0,520340,2732007,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@2,paid_equivalent_cache_miss,USD,2294,0.372711,0.353095,0.392764,855.000000,4588,0,2211667,2211667,0,520340,0,520340,2732007,0.455329,0.455329,2.000593,0.000533,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@2,paid_equivalent_cache_hit,USD,2294,0.372711,0.353095,0.392764,855.000000,4588,0,2211667,2211667,0,520340,0,520340,2732007,0.151888,0.151888,2.001660,0.000178,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.227597,0.227597,1.000000,0.000406,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.075881,0.075881,1.000000,0.000135,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,2294,0.370532,0.350915,0.390148,850.000000,9176,2294,6550527,4423706,2126821,1047398,43586,1090984,7641511,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,2294,0.370532,0.350915,0.390148,850.000000,9176,2294,6550527,4423706,2126821,1047398,43586,1090984,7641511,1.222549,1.222549,5.371551,0.001438,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,2294,0.370532,0.350915,0.390148,850.000000,9176,2294,6550527,4423706,2126821,1047398,43586,1090984,7641511,0.323817,0.323817,4.267432,0.000381,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,2294,0.279425,0.261116,0.297733,641.000000,9176,0,4423706,4423706,0,1047398,0,1047398,5471104,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,2294,0.279425,0.261116,0.297733,641.000000,9176,0,4423706,4423706,0,1047398,0,1047398,5471104,0.912590,0.912590,4.009675,0.001424,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,2294,0.279425,0.261116,0.297733,641.000000,9176,0,4423706,4423706,0,1047398,0,1047398,5471104,0.305658,0.305658,4.028123,0.000477,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,2294,0.568003,0.547515,0.588056,1303.000000,9176,0,4423706,4423706,0,1047398,0,1047398,5471104,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,2294,0.568003,0.547515,0.588056,1303.000000,9176,0,4423706,4423706,0,1047398,0,1047398,5471104,0.912590,0.912590,4.009675,0.000700,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,2294,0.568003,0.547515,0.588056,1303.000000,9176,0,4423706,4423706,0,1047398,0,1047398,5471104,0.305658,0.305658,4.028123,0.000235,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.227597,0.227597,1.000000,0.000406,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.075881,0.075881,1.000000,0.000135,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@6,observed_free,USD,2294,0.402354,0.382302,0.422406,923.000000,13764,2294,9326126,6635948,2690178,1572330,59654,1631984,10958110,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@6,paid_equivalent_cache_miss,USD,2294,0.402354,0.382302,0.422406,923.000000,13764,2294,9326126,6635948,2690178,1572330,59654,1631984,10958110,1.762613,1.762613,7.744447,0.001910,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@6,paid_equivalent_cache_hit,USD,2294,0.402354,0.382302,0.422406,923.000000,13764,2294,9326126,6635948,2690178,1572330,59654,1631984,10958110,0.483069,0.483069,6.366139,0.000523,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@6,observed_free,USD,2294,0.322581,0.303400,0.341761,740.000000,13764,0,6635948,6635948,0,1572330,0,1572330,8208278,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@6,paid_equivalent_cache_miss,USD,2294,0.322581,0.303400,0.341761,740.000000,13764,0,6635948,6635948,0,1572330,0,1572330,8208278,1.369285,1.369285,6.016270,0.001850,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@6,paid_equivalent_cache_hit,USD,2294,0.322581,0.303400,0.341761,740.000000,13764,0,6635948,6635948,0,1572330,0,1572330,8208278,0.458833,0.458833,6.046744,0.000620,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@6,observed_free,USD,2294,0.687010,0.667829,0.705754,1576.000000,13764,0,6635948,6635948,0,1572330,0,1572330,8208278,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@6,paid_equivalent_cache_miss,USD,2294,0.687010,0.667829,0.705754,1576.000000,13764,0,6635948,6635948,0,1572330,0,1572330,8208278,1.369285,1.369285,6.016270,0.000869,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@6,paid_equivalent_cache_hit,USD,2294,0.687010,0.667829,0.705754,1576.000000,13764,0,6635948,6635948,0,1572330,0,1572330,8208278,0.458833,0.458833,6.046744,0.000291,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.227597,0.227597,1.000000,0.000406,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.075881,0.075881,1.000000,0.000135,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@8,observed_free,USD,2294,0.340889,0.321709,0.360506,782.000000,18352,0,8848220,8848220,0,2099474,0,2099474,10947694,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@8,paid_equivalent_cache_miss,USD,2294,0.340889,0.321709,0.360506,782.000000,18352,0,8848220,8848220,0,2099474,0,2099474,10947694,1.826604,1.826604,8.025607,0.002336,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,majority@8,paid_equivalent_cache_hit,USD,2294,0.340889,0.321709,0.360506,782.000000,18352,0,8848220,8848220,0,2099474,0,2099474,10947694,0.612628,0.612628,8.073536,0.000783,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@8,observed_free,USD,2294,0.758500,0.741064,0.775937,1740.000000,18352,0,8848220,8848220,0,2099474,0,2099474,10947694,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@8,paid_equivalent_cache_miss,USD,2294,0.758500,0.741064,0.775937,1740.000000,18352,0,8848220,8848220,0,2099474,0,2099474,10947694,1.826604,1.826604,8.025607,0.001050,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,oracle@8,paid_equivalent_cache_hit,USD,2294,0.758500,0.741064,0.775937,1740.000000,18352,0,8848220,8848220,0,2099474,0,2099474,10947694,0.612628,0.612628,8.073536,0.000352,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.227597,0.227597,1.000000,0.000406,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.075881,0.075881,1.000000,0.000135,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@8,observed_free,USD,2294,0.409329,0.389276,0.429381,939.000000,18352,2294,12103951,8848220,3255731,2099474,319558,2419032,14522983,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@8,paid_equivalent_cache_miss,USD,2294,0.409329,0.389276,0.429381,939.000000,18352,2294,12103951,8848220,3255731,2099474,319558,2419032,14522983,2.371882,2.371882,10.421412,0.002526,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,medxpertqa,deepseek,deepseek,deepseek_to_deepseek,rank@8,paid_equivalent_cache_hit,USD,2294,0.409329,0.389276,0.429381,939.000000,18352,2294,12103951,8848220,3255731,2099474,319558,2419032,14522983,0.711220,0.711220,9.372834,0.000757,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@10,observed_free,USD,2293,0.317488,0.298299,0.336677,728.000000,22930,2293,14873950,11055652,3818298,2623577,94013,2717590,17591540,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@10,paid_equivalent_cache_miss,MIXED,2293,0.317488,0.298299,0.336677,728.000000,22930,2293,14873950,11055652,3818298,2623577,94013,2717590,17591540,6.288717,2.834989,12.461326,0.003894,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@10,paid_equivalent_cache_hit,MIXED,2293,0.317488,0.298299,0.336677,728.000000,22930,2293,14873950,11055652,3818298,2623577,94013,2717590,17591540,1.029949,0.802025,10.573272,0.001102,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@10,observed_free,USD,2293,0.355430,0.335805,0.375055,815.000000,22930,0,11055652,11055652,0,2623577,0,2623577,13679229,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@10,paid_equivalent_cache_miss,MIXED,2293,0.355430,0.335805,0.375055,815.000000,22930,0,11055652,11055652,0,2623577,0,2623577,13679229,2.282393,2.282393,10.032364,0.002800,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@10,paid_equivalent_cache_hit,MIXED,2293,0.355430,0.335805,0.375055,815.000000,22930,0,11055652,11055652,0,2623577,0,2623577,13679229,0.765557,0.765557,10.092507,0.000939,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@10,observed_free,USD,2293,0.812473,0.796337,0.828173,1863.000000,22930,0,11055652,11055652,0,2623577,0,2623577,13679229,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@10,paid_equivalent_cache_miss,MIXED,2293,0.812473,0.796337,0.828173,1863.000000,22930,0,11055652,11055652,0,2623577,0,2623577,13679229,2.282393,2.282393,10.032364,0.001225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@10,paid_equivalent_cache_hit,MIXED,2293,0.812473,0.796337,0.828173,1863.000000,22930,0,11055652,11055652,0,2623577,0,2623577,13679229,0.765557,0.765557,10.092507,0.000411,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,2293,0.244658,0.227213,0.262538,561.000000,2293,0,1105312,1105312,0,259854,0,259854,1365166,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,2293,0.244658,0.227213,0.262538,561.000000,2293,0,1105312,1105312,0,259854,0,259854,1365166,0.227503,0.227503,1.000000,0.000406,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,2293,0.244658,0.227213,0.262538,561.000000,2293,0,1105312,1105312,0,259854,0,259854,1365166,0.075854,0.075854,1.000000,0.000135,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,2263,0.319929,0.300928,0.339373,724.000000,27156,2263,17411132,13091075,4320057,3102122,110887,3213009,20624141,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,2263,0.319929,0.300928,0.339373,724.000000,27156,2263,17411132,13091075,4320057,3102122,110887,3213009,20624141,7.243176,3.327804,14.824765,0.004596,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,2263,0.319929,0.300928,0.339373,724.000000,27156,2263,17411132,13091075,4320057,3102122,110887,3213009,20624141,1.213424,0.947756,12.663424,0.001309,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,2263,0.357932,0.338047,0.377817,810.000000,27156,0,13091075,13091075,0,3102122,0,3102122,16193197,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,2263,0.357932,0.338047,0.377817,810.000000,27156,0,13091075,13091075,0,3102122,0,3102122,16193197,2.701345,2.701345,12.034004,0.003335,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,2263,0.357932,0.338047,0.377817,810.000000,27156,0,13091075,13091075,0,3102122,0,3102122,16193197,0.905249,0.905249,12.095468,0.001118,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,2263,0.850199,0.835175,0.864781,1924.000000,27156,0,13091075,13091075,0,3102122,0,3102122,16193197,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,2263,0.850199,0.835175,0.864781,1924.000000,27156,0,13091075,13091075,0,3102122,0,3102122,16193197,2.701345,2.701345,12.034004,0.001404,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,2263,0.850199,0.835175,0.864781,1924.000000,27156,0,13091075,13091075,0,3102122,0,3102122,16193197,0.905249,0.905249,12.095468,0.000471,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,2263,0.244366,0.226690,0.262042,553.000000,2263,0,1090627,1090627,0,256388,0,256388,1347015,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,2263,0.244366,0.226690,0.262042,553.000000,2263,0,1090627,1090627,0,256388,0,256388,1347015,0.224476,0.224476,1.000000,0.000406,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,2263,0.244366,0.226690,0.262042,553.000000,2263,0,1090627,1090627,0,256388,0,256388,1347015,0.074842,0.074842,1.000000,0.000135,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@14,observed_free,USD,2242,0.333185,0.313559,0.352810,747.000000,31388,2242,19983577,15146475,4837102,3590769,127794,3718563,23702140,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@14,paid_equivalent_cache_miss,MIXED,2242,0.333185,0.313559,0.352810,747.000000,31388,2242,19983577,15146475,4837102,3590769,127794,3718563,23702140,8.218612,3.828362,17.195611,0.005125,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@14,paid_equivalent_cache_hit,MIXED,2242,0.333185,0.313559,0.352810,747.000000,31388,2242,19983577,15146475,4837102,3590769,127794,3718563,23702140,1.400155,1.096423,14.767634,0.001468,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@14,observed_free,USD,2242,0.367083,0.347012,0.387154,823.000000,31388,0,15146475,15146475,0,3590769,0,3590769,18737244,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@14,paid_equivalent_cache_miss,MIXED,2242,0.367083,0.347012,0.387154,823.000000,31388,0,15146475,15146475,0,3590769,0,3590769,18737244,3.125922,3.125922,14.040506,0.003798,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@14,paid_equivalent_cache_hit,MIXED,2242,0.367083,0.347012,0.387154,823.000000,31388,0,15146475,15146475,0,3590769,0,3590769,18737244,1.047825,1.047825,14.113072,0.001273,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@14,observed_free,USD,2242,0.887154,0.873773,0.900089,1989.000000,31388,0,15146475,15146475,0,3590769,0,3590769,18737244,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@14,paid_equivalent_cache_miss,MIXED,2242,0.887154,0.873773,0.900089,1989.000000,31388,0,15146475,15146475,0,3590769,0,3590769,18737244,3.125922,3.125922,14.040506,0.001572,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@14,paid_equivalent_cache_hit,MIXED,2242,0.887154,0.873773,0.900089,1989.000000,31388,0,15146475,15146475,0,3590769,0,3590769,18737244,1.047825,1.047825,14.113072,0.000527,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,2242,0.244871,0.227029,0.262712,549.000000,2242,0,1081565,1081565,0,254346,0,254346,1335911,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,2242,0.244871,0.227029,0.262712,549.000000,2242,0,1081565,1081565,0,254346,0,254346,1335911,0.222636,0.222636,1.000000,0.000406,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,2242,0.244871,0.227029,0.262712,549.000000,2242,0,1081565,1081565,0,254346,0,254346,1335911,0.074245,0.074245,1.000000,0.000135,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@16,observed_free,USD,2294,0.377507,0.357890,0.397559,866.000000,36704,0,17698495,17698495,0,4195057,0,4195057,21893552,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@16,paid_equivalent_cache_miss,MIXED,2294,0.377507,0.357890,0.397559,866.000000,36704,0,17698495,17698495,0,4195057,0,4195057,21893552,3.652405,3.652405,16.047685,0.004218,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@16,paid_equivalent_cache_hit,MIXED,2294,0.377507,0.357890,0.397559,866.000000,36704,0,17698495,17698495,0,4195057,0,4195057,21893552,1.224172,1.224172,16.132787,0.001414,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@16,observed_free,USD,2294,0.904969,0.892764,0.916739,2076.000000,36704,0,17698495,17698495,0,4195057,0,4195057,21893552,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@16,paid_equivalent_cache_miss,MIXED,2294,0.904969,0.892764,0.916739,2076.000000,36704,0,17698495,17698495,0,4195057,0,4195057,21893552,3.652405,3.652405,16.047685,0.001759,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@16,paid_equivalent_cache_hit,MIXED,2294,0.904969,0.892764,0.916739,2076.000000,36704,0,17698495,17698495,0,4195057,0,4195057,21893552,1.224172,1.224172,16.132787,0.000590,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.227597,0.227597,1.000000,0.000406,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.075881,0.075881,1.000000,0.000135,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@16,observed_free,USD,2294,0.333043,0.313862,0.352223,764.000000,36704,2294,23207534,17698495,5509039,4195057,149110,4344167,27551701,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@16,paid_equivalent_cache_miss,MIXED,2294,0.333043,0.313862,0.352223,764.000000,36704,2294,23207534,17698495,5509039,4195057,149110,4344167,27551701,9.459664,4.453407,19.567073,0.005829,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@16,paid_equivalent_cache_hit,MIXED,2294,0.333043,0.313862,0.352223,764.000000,36704,2294,23207534,17698495,5509039,4195057,149110,4344167,27551701,1.632573,1.280503,16.875147,0.001676,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@2,observed_free,USD,2294,0.277681,0.259372,0.295990,637.000000,4588,2294,3773004,2211667,1561337,520340,25234,545574,4318578,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@2,paid_equivalent_cache_miss,MIXED,2294,0.277681,0.259372,0.295990,637.000000,4588,2294,3773004,2211667,1561337,520340,25234,545574,4318578,2.067134,0.677647,2.977399,0.001064,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@2,paid_equivalent_cache_hit,MIXED,2294,0.277681,0.259372,0.295990,637.000000,4588,2294,3773004,2211667,1561337,520340,25234,545574,4318578,0.233583,0.163156,2.150156,0.000256,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@2,observed_free,USD,2294,0.224499,0.207498,0.241500,515.000000,4588,0,2211667,2211667,0,520340,0,520340,2732007,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@2,paid_equivalent_cache_miss,MIXED,2294,0.224499,0.207498,0.241500,515.000000,4588,0,2211667,2211667,0,520340,0,520340,2732007,0.455329,0.455329,2.000593,0.000884,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@2,paid_equivalent_cache_hit,MIXED,2294,0.224499,0.207498,0.241500,515.000000,4588,0,2211667,2211667,0,520340,0,520340,2732007,0.151888,0.151888,2.001660,0.000295,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@2,observed_free,USD,2294,0.372711,0.353095,0.392764,855.000000,4588,0,2211667,2211667,0,520340,0,520340,2732007,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@2,paid_equivalent_cache_miss,MIXED,2294,0.372711,0.353095,0.392764,855.000000,4588,0,2211667,2211667,0,520340,0,520340,2732007,0.455329,0.455329,2.000593,0.000533,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@2,paid_equivalent_cache_hit,MIXED,2294,0.372711,0.353095,0.392764,855.000000,4588,0,2211667,2211667,0,520340,0,520340,2732007,0.151888,0.151888,2.001660,0.000178,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.227597,0.227597,1.000000,0.000406,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.075881,0.075881,1.000000,0.000135,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,2293,0.302660,0.283908,0.321413,694.000000,9172,2293,6546835,4421166,2125669,1046870,43567,1090437,7637272,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,2293,0.302660,0.283908,0.321413,694.000000,9172,2293,6546835,4421166,2125669,1046870,43567,1090437,7637272,3.124890,1.217301,5.351479,0.001754,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,2293,0.302660,0.283908,0.321413,694.000000,9172,2293,6546835,4421166,2125669,1046870,43567,1090437,7637272,0.435150,0.323385,4.263930,0.000466,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,2293,0.279110,0.260794,0.297427,640.000000,9172,0,4421166,4421166,0,1046870,0,1046870,5468036,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,2293,0.279110,0.260794,0.297427,640.000000,9172,0,4421166,4421166,0,1046870,0,1046870,5468036,0.912087,0.912087,4.009702,0.001425,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,2293,0.279110,0.260794,0.297427,640.000000,9172,0,4421166,4421166,0,1046870,0,1046870,5468036,0.305503,0.305503,4.028151,0.000477,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,2293,0.567815,0.547318,0.587876,1302.000000,9172,0,4421166,4421166,0,1046870,0,1046870,5468036,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,2293,0.567815,0.547318,0.587876,1302.000000,9172,0,4421166,4421166,0,1046870,0,1046870,5468036,0.912087,0.912087,4.009702,0.000701,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,2293,0.567815,0.547318,0.587876,1302.000000,9172,0,4421166,4421166,0,1046870,0,1046870,5468036,0.305503,0.305503,4.028151,0.000235,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,2293,0.244222,0.226777,0.262102,560.000000,2293,0,1105161,1105161,0,259812,0,259812,1364973,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,2293,0.244222,0.226777,0.262102,560.000000,2293,0,1105161,1105161,0,259812,0,259812,1364973,0.227470,0.227470,1.000000,0.000406,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,2293,0.244222,0.226777,0.262102,560.000000,2293,0,1105161,1105161,0,259812,0,259812,1364973,0.075842,0.075842,1.000000,0.000135,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@6,observed_free,USD,2293,0.311819,0.293066,0.331007,715.000000,13758,2293,9322279,6633104,2689175,1571807,59618,1631425,10953704,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@6,paid_equivalent_cache_miss,MIXED,2293,0.311819,0.293066,0.331007,715.000000,13758,2293,9322279,6633104,2689175,1571807,59618,1631425,10953704,4.177152,1.756108,7.718952,0.002456,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@6,paid_equivalent_cache_hit,MIXED,2293,0.311819,0.293066,0.331007,715.000000,13758,2293,9322279,6633104,2689175,1571807,59618,1631425,10953704,0.631698,0.482543,6.361303,0.000675,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@6,observed_free,USD,2293,0.322721,0.303532,0.341910,740.000000,13758,0,6633104,6633104,0,1571807,0,1571807,8204911,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@6,paid_equivalent_cache_miss,MIXED,2293,0.322721,0.303532,0.341910,740.000000,13758,0,6633104,6633104,0,1571807,0,1571807,8204911,1.368741,1.368741,6.016285,0.001850,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@6,paid_equivalent_cache_hit,MIXED,2293,0.322721,0.303532,0.341910,740.000000,13758,0,6633104,6633104,0,1571807,0,1571807,8204911,0.458679,0.458679,6.046707,0.000620,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@6,observed_free,USD,2293,0.686873,0.667684,0.705626,1575.000000,13758,0,6633104,6633104,0,1571807,0,1571807,8204911,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@6,paid_equivalent_cache_miss,MIXED,2293,0.686873,0.667684,0.705626,1575.000000,13758,0,6633104,6633104,0,1571807,0,1571807,8204911,1.368741,1.368741,6.016285,0.000869,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@6,paid_equivalent_cache_hit,MIXED,2293,0.686873,0.667684,0.705626,1575.000000,13758,0,6633104,6633104,0,1571807,0,1571807,8204911,0.458679,0.458679,6.046707,0.000291,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,2293,0.244222,0.226777,0.262102,560.000000,2293,0,1105322,1105322,0,259860,0,259860,1365182,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,2293,0.244222,0.226777,0.262102,560.000000,2293,0,1105322,1105322,0,259860,0,259860,1365182,0.227506,0.227506,1.000000,0.000406,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,2293,0.244222,0.226777,0.262102,560.000000,2293,0,1105322,1105322,0,259860,0,259860,1365182,0.075856,0.075856,1.000000,0.000135,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@8,observed_free,USD,2294,0.340889,0.321709,0.360506,782.000000,18352,0,8848220,8848220,0,2099474,0,2099474,10947694,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@8,paid_equivalent_cache_miss,MIXED,2294,0.340889,0.321709,0.360506,782.000000,18352,0,8848220,8848220,0,2099474,0,2099474,10947694,1.826604,1.826604,8.025607,0.002336,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,majority@8,paid_equivalent_cache_hit,MIXED,2294,0.340889,0.321709,0.360506,782.000000,18352,0,8848220,8848220,0,2099474,0,2099474,10947694,0.612628,0.612628,8.073536,0.000783,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@8,observed_free,USD,2294,0.758500,0.741064,0.775937,1740.000000,18352,0,8848220,8848220,0,2099474,0,2099474,10947694,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@8,paid_equivalent_cache_miss,MIXED,2294,0.758500,0.741064,0.775937,1740.000000,18352,0,8848220,8848220,0,2099474,0,2099474,10947694,1.826604,1.826604,8.025607,0.001050,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,oracle@8,paid_equivalent_cache_hit,MIXED,2294,0.758500,0.741064,0.775937,1740.000000,18352,0,8848220,8848220,0,2099474,0,2099474,10947694,0.612628,0.612628,8.073536,0.000352,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.227597,0.227597,1.000000,0.000406,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,2294,0.244551,0.227114,0.262424,561.000000,2294,0,1105796,1105796,0,259947,0,259947,1365743,0.075881,0.075881,1.000000,0.000135,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@8,observed_free,USD,2294,0.335222,0.316042,0.354403,769.000000,18352,2294,12103951,8848220,3255731,2099474,319441,2418915,14522866,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@8,paid_equivalent_cache_miss,MIXED,2294,0.335222,0.316042,0.354403,769.000000,18352,2294,12103951,8848220,3255731,2099474,319441,2418915,14522866,5.721217,2.363792,10.385866,0.003074,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,medxpertqa,deepseek,mimo,deepseek_to_mimo,rank@8,paid_equivalent_cache_hit,MIXED,2294,0.335222,0.316042,0.354403,769.000000,18352,2294,12103951,8848220,3255731,2099474,319441,2418915,14522866,1.316624,0.709731,9.353211,0.000923,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@10,observed_free,USD,2294,0.344377,0.325196,0.363993,790.000000,22940,2294,16739456,11057740,5681716,4486493,94054,4580547,21320003,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@10,paid_equivalent_cache_miss,MIXED,2294,0.344377,0.325196,0.363993,790.000000,22940,2294,16739456,11057740,5681716,4486493,94054,4580547,21320003,20.852501,3.584634,13.116930,0.004538,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@10,paid_equivalent_cache_hit,MIXED,2294,0.344377,0.325196,0.363993,790.000000,22940,2294,16739456,11057740,5681716,4486493,94054,4580547,21320003,9.236385,1.310401,10.583711,0.001659,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@10,observed_free,USD,2294,0.124237,0.110724,0.137751,285.000000,22940,0,11057740,11057740,0,4486493,0,4486493,15544233,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@10,paid_equivalent_cache_miss,MIXED,2294,0.124237,0.110724,0.137751,285.000000,22940,0,11057740,11057740,0,4486493,0,4486493,15544233,20.030726,2.762859,10.109882,0.009694,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@10,paid_equivalent_cache_hit,MIXED,2294,0.124237,0.110724,0.137751,285.000000,22940,0,11057740,11057740,0,4486493,0,4486493,15544233,9.194141,1.268157,10.242519,0.004450,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@10,observed_free,USD,2294,0.994769,0.991718,0.997384,2282.000000,22940,0,11057740,11057740,0,4486493,0,4486493,15544233,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@10,paid_equivalent_cache_miss,MIXED,2294,0.994769,0.991718,0.997384,2282.000000,22940,0,11057740,11057740,0,4486493,0,4486493,15544233,20.030726,2.762859,10.109882,0.001211,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@10,paid_equivalent_cache_hit,MIXED,2294,0.994769,0.991718,0.997384,2282.000000,22940,0,11057740,11057740,0,4486493,0,4486493,15544233,9.194141,1.268157,10.242519,0.000556,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,1.981302,0.273283,1.000000,0.001120,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,0.897643,0.123813,1.000000,0.000507,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@12,observed_free,USD,2290,0.341921,0.322707,0.361572,783.000000,27480,2290,19834944,13239986,6594958,5362944,112210,5475154,25310098,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_miss,MIXED,2290,0.341921,0.322707,0.361572,783.000000,27480,2290,19834944,13239986,6594958,5362944,112210,5475154,25310098,24.920587,4.260351,15.622105,0.005441,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_hit,MIXED,2290,0.341921,0.322707,0.361572,783.000000,27480,2290,19834944,13239986,6594958,5362944,112210,5475154,25310098,11.040572,1.565842,12.670162,0.002000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@12,observed_free,USD,2290,0.106987,0.094323,0.119651,245.000000,27480,0,13239986,13239986,0,5362944,0,5362944,18602930,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_miss,MIXED,2290,0.106987,0.094323,0.119651,245.000000,27480,0,13239986,13239986,0,5362944,0,5362944,18602930,23.965874,3.305638,12.121307,0.013492,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_hit,MIXED,2290,0.106987,0.094323,0.119651,245.000000,27480,0,13239986,13239986,0,5362944,0,5362944,18602930,10.990688,1.515957,12.266513,0.006188,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@12,observed_free,USD,2290,0.996507,0.993886,0.998690,2282.000000,27480,0,13239986,13239986,0,5362944,0,5362944,18602930,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_miss,MIXED,2290,0.996507,0.993886,0.998690,2282.000000,27480,0,13239986,13239986,0,5362944,0,5362944,18602930,23.965874,3.305638,12.121307,0.001449,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_hit,MIXED,2290,0.996507,0.993886,0.998690,2282.000000,27480,0,13239986,13239986,0,5362944,0,5362944,18602930,10.990688,1.515957,12.266513,0.000664,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,2290,0.106550,0.093886,0.119214,244.000000,2290,0,1103240,1103240,0,436964,0,436964,1540204,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,2290,0.106550,0.093886,0.119214,244.000000,2290,0,1103240,1103240,0,436964,0,436964,1540204,1.977168,0.272713,1.000000,0.001118,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,2290,0.106550,0.093886,0.119214,244.000000,2290,0,1103240,1103240,0,436964,0,436964,1540204,0.895993,0.123585,1.000000,0.000506,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@14,observed_free,USD,2288,0.343094,0.323864,0.362762,785.000000,32032,2288,22983282,15443190,7540092,6269055,130416,6399471,29382753,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@14,paid_equivalent_cache_miss,MIXED,2288,0.343094,0.323864,0.362762,785.000000,32032,2288,22983282,15443190,7540092,6269055,130416,6399471,29382753,29.073429,4.951619,18.170612,0.006308,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@14,paid_equivalent_cache_hit,MIXED,2288,0.343094,0.323864,0.362762,785.000000,32032,2288,22983282,15443190,7540092,6269055,130416,6399471,29382753,12.904603,1.829625,14.824140,0.002331,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@14,observed_free,USD,2288,0.115385,0.102273,0.128497,264.000000,32032,0,15443190,15443190,0,6269055,0,6269055,21712245,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@14,paid_equivalent_cache_miss,MIXED,2288,0.115385,0.102273,0.128497,264.000000,32032,0,15443190,15443190,0,6269055,0,6269055,21712245,27.981300,3.859490,14.162902,0.014619,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@14,paid_equivalent_cache_hit,MIXED,2288,0.115385,0.102273,0.128497,264.000000,32032,0,15443190,15443190,0,6269055,0,6269055,21712245,12.846974,1.771996,14.357213,0.006712,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@14,observed_free,USD,2288,0.996941,0.994318,0.999126,2281.000000,32032,0,15443190,15443190,0,6269055,0,6269055,21712245,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@14,paid_equivalent_cache_miss,MIXED,2288,0.996941,0.994318,0.999126,2281.000000,32032,0,15443190,15443190,0,6269055,0,6269055,21712245,27.981300,3.859490,14.162902,0.001692,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@14,paid_equivalent_cache_hit,MIXED,2288,0.996941,0.994318,0.999126,2281.000000,32032,0,15443190,15443190,0,6269055,0,6269055,21712245,12.846974,1.771996,14.357213,0.000777,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,2288,0.106643,0.093969,0.119318,244.000000,2288,0,1102927,1102927,0,436376,0,436376,1539303,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,2288,0.106643,0.093969,0.119318,244.000000,2288,0,1102927,1102927,0,436376,0,436376,1539303,1.975679,0.272507,1.000000,0.001117,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,2288,0.106643,0.093969,0.119318,244.000000,2288,0,1102927,1102927,0,436376,0,436376,1539303,0.894811,0.123422,1.000000,0.000506,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@16,observed_free,USD,2294,0.107236,0.094595,0.119878,246.000000,36704,0,17695708,17695708,0,7182250,0,7182250,24877958,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@16,paid_equivalent_cache_miss,MIXED,2294,0.107236,0.094595,0.119878,246.000000,36704,0,17695708,17695708,0,7182250,0,7182250,24877958,32.060208,4.422098,16.181387,0.017976,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@16,paid_equivalent_cache_hit,MIXED,2294,0.107236,0.094595,0.119878,246.000000,36704,0,17695708,17695708,0,7182250,0,7182250,24877958,14.718414,2.030126,16.396711,0.008253,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@16,observed_free,USD,2294,0.997820,0.995641,0.999564,2289.000000,36704,0,17695708,17695708,0,7182250,0,7182250,24877958,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@16,paid_equivalent_cache_miss,MIXED,2294,0.997820,0.995641,0.999564,2289.000000,36704,0,17695708,17695708,0,7182250,0,7182250,24877958,32.060208,4.422098,16.181387,0.001932,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@16,paid_equivalent_cache_hit,MIXED,2294,0.997820,0.995641,0.999564,2289.000000,36704,0,17695708,17695708,0,7182250,0,7182250,24877958,14.718414,2.030126,16.396711,0.000887,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,1.981302,0.273283,1.000000,0.001120,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,0.897643,0.123813,1.000000,0.000507,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@16,observed_free,USD,2294,0.350480,0.330863,0.370096,804.000000,36704,2294,26191863,17695708,8496155,7182250,149110,7331360,33523223,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@16,paid_equivalent_cache_miss,MIXED,2294,0.350480,0.330863,0.370096,804.000000,36704,2294,26191863,17695708,8496155,7182250,149110,7331360,33523223,33.291421,5.653310,20.686651,0.007031,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@16,paid_equivalent_cache_hit,MIXED,2294,0.350480,0.330863,0.370096,804.000000,36704,2294,26191863,17695708,8496155,7182250,149110,7331360,33523223,14.783954,2.095666,16.926058,0.002607,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@2,observed_free,USD,2294,0.167393,0.152136,0.182650,384.000000,4588,2294,4127400,2211548,1915852,874919,25234,900153,5027553,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@2,paid_equivalent_cache_miss,MIXED,2294,0.167393,0.152136,0.182650,384.000000,4588,2294,4127400,2211548,1915852,874919,25234,900153,5027553,4.236671,0.821683,3.006711,0.002140,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@2,paid_equivalent_cache_hit,MIXED,2294,0.167393,0.152136,0.182650,384.000000,4588,2294,4127400,2211548,1915852,874919,25234,900153,5027553,1.806499,0.259888,2.099036,0.000677,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@2,observed_free,USD,2294,0.099826,0.087620,0.112467,229.000000,4588,0,2211548,2211548,0,874919,0,874919,3086467,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@2,paid_equivalent_cache_miss,MIXED,2294,0.099826,0.087620,0.112467,229.000000,4588,0,2211548,2211548,0,874919,0,874919,3086467,3.961386,0.546398,1.999385,0.002386,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@2,paid_equivalent_cache_hit,MIXED,2294,0.099826,0.087620,0.112467,229.000000,4588,0,2211548,2211548,0,874919,0,874919,3086467,1.794069,0.247458,1.998643,0.001081,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@2,observed_free,USD,2294,0.208806,0.192241,0.225371,479.000000,4588,0,2211548,2211548,0,874919,0,874919,3086467,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@2,paid_equivalent_cache_miss,MIXED,2294,0.208806,0.192241,0.225371,479.000000,4588,0,2211548,2211548,0,874919,0,874919,3086467,3.961386,0.546398,1.999385,0.001141,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@2,paid_equivalent_cache_hit,MIXED,2294,0.208806,0.192241,0.225371,479.000000,4588,0,2211548,2211548,0,874919,0,874919,3086467,1.794069,0.247458,1.998643,0.000517,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,1.981302,0.273283,1.000000,0.001120,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,0.897643,0.123813,1.000000,0.000507,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,2294,0.244987,0.227550,0.262860,562.000000,9176,2294,7288661,4423096,2865565,1786233,43586,1829819,9118480,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,2294,0.244987,0.227550,0.262860,562.000000,9176,2294,7288661,4423096,2865565,1786233,43586,1829819,9118480,8.408945,1.516219,5.548164,0.002698,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,2294,0.244987,0.227550,0.262860,562.000000,9176,2294,7288661,4423096,2865565,1786233,43586,1829819,9118480,3.681156,0.525183,4.241744,0.000934,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,2294,0.094595,0.082825,0.106800,217.000000,9176,0,4423096,4423096,0,1786233,0,1786233,6209329,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,2294,0.094595,0.082825,0.106800,217.000000,9176,0,4423096,4423096,0,1786233,0,1786233,6209329,7.995562,1.102836,4.035509,0.005082,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,2294,0.094595,0.082825,0.106800,217.000000,9176,0,4423096,4423096,0,1786233,0,1786233,6209329,3.660928,0.504956,4.078376,0.002327,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,2294,0.406277,0.386225,0.426330,932.000000,9176,0,4423096,4423096,0,1786233,0,1786233,6209329,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,2294,0.406277,0.386225,0.426330,932.000000,9176,0,4423096,4423096,0,1786233,0,1786233,6209329,7.995562,1.102836,4.035509,0.001183,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,2294,0.406277,0.386225,0.426330,932.000000,9176,0,4423096,4423096,0,1786233,0,1786233,6209329,3.660928,0.504956,4.078376,0.000542,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,1.981302,0.273283,1.000000,0.001120,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,0.897643,0.123813,1.000000,0.000507,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@6,observed_free,USD,2294,0.302528,0.283784,0.321273,694.000000,13764,2294,10444312,6634644,3809668,2691862,59644,2751506,13195818,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@6,paid_equivalent_cache_miss,MIXED,2294,0.302528,0.283784,0.321273,694.000000,13764,2294,10444312,6634644,3809668,2691862,59644,2751506,13195818,12.568422,2.207760,8.078658,0.003181,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@6,paid_equivalent_cache_hit,MIXED,2294,0.302528,0.283784,0.321273,694.000000,13764,2294,10444312,6634644,3809668,2691862,59644,2751506,13195818,5.543784,0.788252,6.366472,0.001136,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@6,observed_free,USD,2294,0.099826,0.087620,0.112467,229.000000,13764,0,6634644,6634644,0,2691862,0,2691862,9326506,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@6,paid_equivalent_cache_miss,MIXED,2294,0.099826,0.087620,0.112467,229.000000,13764,0,6634644,6634644,0,2691862,0,2691862,9326506,12.018368,1.657706,6.065895,0.007239,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@6,paid_equivalent_cache_hit,MIXED,2294,0.099826,0.087620,0.112467,229.000000,13764,0,6634644,6634644,0,2691862,0,2691862,9326506,5.516417,0.760885,6.145437,0.003323,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@6,observed_free,USD,2294,0.605493,0.585440,0.625545,1389.000000,13764,0,6634644,6634644,0,2691862,0,2691862,9326506,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@6,paid_equivalent_cache_miss,MIXED,2294,0.605493,0.585440,0.625545,1389.000000,13764,0,6634644,6634644,0,2691862,0,2691862,9326506,12.018368,1.657706,6.065895,0.001193,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@6,paid_equivalent_cache_hit,MIXED,2294,0.605493,0.585440,0.625545,1389.000000,13764,0,6634644,6634644,0,2691862,0,2691862,9326506,5.516417,0.760885,6.145437,0.000548,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,1.981302,0.273283,1.000000,0.001120,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,0.897643,0.123813,1.000000,0.000507,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@8,observed_free,USD,2294,0.115519,0.102441,0.128596,265.000000,18352,0,8846192,8846192,0,3588857,0,3588857,12435049,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@8,paid_equivalent_cache_miss,MIXED,2294,0.115519,0.102441,0.128596,265.000000,18352,0,8846192,8846192,0,3588857,0,3588857,12435049,16.023906,2.210194,8.087565,0.008340,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,majority@8,paid_equivalent_cache_hit,MIXED,2294,0.115519,0.102441,0.128596,265.000000,18352,0,8846192,8846192,0,3588857,0,3588857,12435049,7.354638,1.014433,8.193267,0.003828,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@8,observed_free,USD,2294,0.800349,0.783784,0.816478,1836.000000,18352,0,8846192,8846192,0,3588857,0,3588857,12435049,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@8,paid_equivalent_cache_miss,MIXED,2294,0.800349,0.783784,0.816478,1836.000000,18352,0,8846192,8846192,0,3588857,0,3588857,12435049,16.023906,2.210194,8.087565,0.001204,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,oracle@8,paid_equivalent_cache_hit,MIXED,2294,0.800349,0.783784,0.816478,1836.000000,18352,0,8846192,8846192,0,3588857,0,3588857,12435049,7.354638,1.014433,8.193267,0.000553,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,1.981302,0.273283,1.000000,0.001120,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,0.897643,0.123813,1.000000,0.000507,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@8,observed_free,USD,2294,0.328248,0.309067,0.347428,753.000000,18352,2294,13591273,8846192,4745081,3588857,301180,3890037,17481310,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@8,paid_equivalent_cache_miss,MIXED,2294,0.328248,0.309067,0.347428,753.000000,18352,2294,13591273,8846192,4745081,3588857,301180,3890037,17481310,16.772548,2.958836,10.827004,0.003929,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,medxpertqa,mimo,deepseek,mimo_to_deepseek,rank@8,paid_equivalent_cache_hit,MIXED,2294,0.328248,0.309067,0.347428,753.000000,18352,2294,13591273,8846192,4745081,3588857,301180,3890037,17481310,7.452254,1.112049,8.981682,0.001477,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@10,observed_free,USD,2293,0.224160,0.207152,0.241169,514.000000,22930,2293,16733966,11054440,5679526,4484672,94013,4578685,21312651,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@10,paid_equivalent_cache_miss,CNY,2293,0.224160,0.207152,0.241169,514.000000,22930,2293,16733966,11054440,5679526,4484672,94013,4578685,21312651,25.891336,3.571219,13.074396,0.006948,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@10,paid_equivalent_cache_hit,CNY,2293,0.224160,0.207152,0.241169,514.000000,22930,2293,16733966,11054440,5679526,4484672,94013,4578685,21312651,9.492049,1.309248,10.582262,0.002547,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@10,observed_free,USD,2293,0.124291,0.110772,0.137811,285.000000,22930,0,11054440,11054440,0,4484672,0,4484672,15539112,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@10,paid_equivalent_cache_miss,CNY,2293,0.124291,0.110772,0.137811,285.000000,22930,0,11054440,11054440,0,4484672,0,4484672,15539112,20.023784,2.761901,10.111446,0.009691,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@10,paid_equivalent_cache_hit,CNY,2293,0.124291,0.110772,0.137811,285.000000,22930,0,11054440,11054440,0,4484672,0,4484672,15539112,9.190433,1.267646,10.246005,0.004448,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@10,observed_free,USD,2293,0.994767,0.991714,0.997383,2281.000000,22930,0,11054440,11054440,0,4484672,0,4484672,15539112,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@10,paid_equivalent_cache_miss,CNY,2293,0.994767,0.991714,0.997383,2281.000000,22930,0,11054440,11054440,0,4484672,0,4484672,15539112,20.023784,2.761901,10.111446,0.001211,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@10,paid_equivalent_cache_hit,CNY,2293,0.994767,0.991714,0.997383,2281.000000,22930,0,11054440,11054440,0,4484672,0,4484672,15539112,9.190433,1.267646,10.246005,0.000556,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,2293,0.106411,0.093764,0.119058,244.000000,2293,0,1105444,1105444,0,437433,0,437433,1542877,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,2293,0.106411,0.093764,0.119058,244.000000,2293,0,1105444,1105444,0,437433,0,437433,1542877,1.980310,0.273146,1.000000,0.001119,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,2293,0.106411,0.093764,0.119058,244.000000,2293,0,1105444,1105444,0,437433,0,437433,1542877,0.896975,0.123721,1.000000,0.000507,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@12,observed_free,USD,2264,0.224823,0.207597,0.242049,509.000000,27168,2264,19632578,13107716,6524862,5305326,110936,5416262,25048840,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_miss,CNY,2264,0.224823,0.207597,0.242049,509.000000,27168,2264,19632578,13107716,6524862,5305326,110936,5416262,25048840,30.465102,4.202083,15.565865,0.008256,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_hit,CNY,2264,0.224823,0.207597,0.242049,509.000000,27168,2264,19632578,13107716,6524862,5305326,110936,5416262,25048840,11.225176,1.548300,12.658093,0.003042,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@12,observed_free,USD,2264,0.107774,0.094965,0.120583,244.000000,27168,0,13107716,13107716,0,5305326,0,5305326,18413042,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_miss,CNY,2264,0.107774,0.094965,0.120583,244.000000,27168,0,13107716,13107716,0,5305326,0,5305326,18413042,23.718368,3.271499,12.118683,0.013408,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_hit,CNY,2264,0.107774,0.094965,0.120583,244.000000,27168,0,13107716,13107716,0,5305326,0,5305326,18413042,10.872806,1.499697,12.260741,0.006146,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@12,observed_free,USD,2264,0.996466,0.993816,0.998675,2256.000000,27168,0,13107716,13107716,0,5305326,0,5305326,18413042,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_miss,CNY,2264,0.996466,0.993816,0.998675,2256.000000,27168,0,13107716,13107716,0,5305326,0,5305326,18413042,23.718368,3.271499,12.118683,0.001450,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_hit,CNY,2264,0.996466,0.993816,0.998675,2256.000000,27168,0,13107716,13107716,0,5305326,0,5305326,18413042,10.872806,1.499697,12.260741,0.000665,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,2264,0.107332,0.094965,0.120141,243.000000,2264,0,1092219,1092219,0,432478,0,432478,1524697,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,2264,0.107332,0.094965,0.120141,243.000000,2264,0,1092219,1092219,0,432478,0,432478,1524697,1.957175,0.269955,1.000000,0.001111,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,2264,0.107332,0.094965,0.120141,243.000000,2264,0,1092219,1092219,0,432478,0,432478,1524697,0.886800,0.122317,1.000000,0.000503,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@14,observed_free,USD,2290,0.227074,0.210044,0.244541,520.000000,32060,2290,23003368,15456396,7546972,6274849,130530,6405379,29408747,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@14,paid_equivalent_cache_miss,CNY,2290,0.227074,0.210044,0.244541,520.000000,32060,2290,23003368,15456396,7546972,6274849,130530,6405379,29408747,35.814126,4.939879,18.105273,0.009500,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@14,paid_equivalent_cache_hit,CNY,2290,0.227074,0.210044,0.244541,520.000000,32060,2290,23003368,15456396,7546972,6274849,130530,6405379,29408747,13.270825,1.830459,14.805945,0.003520,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@14,observed_free,USD,2290,0.116157,0.103057,0.129258,266.000000,32060,0,15456396,15456396,0,6274849,0,6274849,21731245,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@14,paid_equivalent_cache_miss,CNY,2290,0.116157,0.103057,0.129258,266.000000,32060,0,15456396,15456396,0,6274849,0,6274849,21731245,28.006094,3.862910,14.158048,0.014522,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@14,paid_equivalent_cache_hit,CNY,2290,0.116157,0.103057,0.129258,266.000000,32060,0,15456396,15456396,0,6274849,0,6274849,21731245,12.858826,1.773631,14.346283,0.006668,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@14,observed_free,USD,2290,0.996943,0.994323,0.999127,2283.000000,32060,0,15456396,15456396,0,6274849,0,6274849,21731245,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@14,paid_equivalent_cache_miss,CNY,2290,0.996943,0.994323,0.999127,2283.000000,32060,0,15456396,15456396,0,6274849,0,6274849,21731245,28.006094,3.862910,14.158048,0.001692,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@14,paid_equivalent_cache_hit,CNY,2290,0.996943,0.994323,0.999127,2283.000000,32060,0,15456396,15456396,0,6274849,0,6274849,21731245,12.858826,1.773631,14.346283,0.000777,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,2290,0.106550,0.093886,0.119214,244.000000,2290,0,1103870,1103870,0,437119,0,437119,1540989,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,2290,0.106550,0.093886,0.119214,244.000000,2290,0,1103870,1103870,0,437119,0,437119,1540989,1.978108,0.272842,1.000000,0.001118,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,2290,0.106550,0.093886,0.119214,244.000000,2290,0,1103870,1103870,0,437119,0,437119,1540989,0.896315,0.123630,1.000000,0.000507,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@16,observed_free,USD,2294,0.107236,0.094595,0.119878,246.000000,36704,0,17695708,17695708,0,7182250,0,7182250,24877958,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@16,paid_equivalent_cache_miss,CNY,2294,0.107236,0.094595,0.119878,246.000000,36704,0,17695708,17695708,0,7182250,0,7182250,24877958,32.060208,4.422098,16.181387,0.017976,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@16,paid_equivalent_cache_hit,CNY,2294,0.107236,0.094595,0.119878,246.000000,36704,0,17695708,17695708,0,7182250,0,7182250,24877958,14.718414,2.030126,16.396711,0.008253,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@16,observed_free,USD,2294,0.997820,0.995641,0.999564,2289.000000,36704,0,17695708,17695708,0,7182250,0,7182250,24877958,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@16,paid_equivalent_cache_miss,CNY,2294,0.997820,0.995641,0.999564,2289.000000,36704,0,17695708,17695708,0,7182250,0,7182250,24877958,32.060208,4.422098,16.181387,0.001932,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@16,paid_equivalent_cache_hit,CNY,2294,0.997820,0.995641,0.999564,2289.000000,36704,0,17695708,17695708,0,7182250,0,7182250,24877958,14.718414,2.030126,16.396711,0.000887,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,1.981302,0.273283,1.000000,0.001120,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,0.897643,0.123813,1.000000,0.000507,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@16,observed_free,USD,2294,0.238012,0.220575,0.255449,546.000000,36704,2294,26191863,17695708,8496155,7182250,149110,7331360,33523223,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@16,paid_equivalent_cache_miss,CNY,2294,0.238012,0.220575,0.255449,546.000000,36704,2294,26191863,17695708,8496155,7182250,149110,7331360,33523223,40.854583,5.635115,20.620072,0.010321,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@16,paid_equivalent_cache_hit,CNY,2294,0.238012,0.220575,0.255449,546.000000,36704,2294,26191863,17695708,8496155,7182250,149110,7331360,33523223,15.186557,2.094698,16.918240,0.003836,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@2,observed_free,USD,2294,0.149520,0.135135,0.164342,343.000000,4588,2294,4127400,2211548,1915852,874919,25234,900153,5027553,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@2,paid_equivalent_cache_miss,CNY,2294,0.149520,0.135135,0.164342,343.000000,4588,2294,4127400,2211548,1915852,874919,25234,900153,5027553,5.927706,0.817615,2.991825,0.002384,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@2,paid_equivalent_cache_hit,CNY,2294,0.149520,0.135135,0.164342,343.000000,4588,2294,4127400,2211548,1915852,874919,25234,900153,5027553,1.882854,0.259704,2.097550,0.000757,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@2,observed_free,USD,2294,0.099826,0.087620,0.112467,229.000000,4588,0,2211548,2211548,0,874919,0,874919,3086467,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@2,paid_equivalent_cache_miss,CNY,2294,0.099826,0.087620,0.112467,229.000000,4588,0,2211548,2211548,0,874919,0,874919,3086467,3.961386,0.546398,1.999385,0.002386,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@2,paid_equivalent_cache_hit,CNY,2294,0.099826,0.087620,0.112467,229.000000,4588,0,2211548,2211548,0,874919,0,874919,3086467,1.794069,0.247458,1.998643,0.001081,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@2,observed_free,USD,2294,0.208806,0.192241,0.225371,479.000000,4588,0,2211548,2211548,0,874919,0,874919,3086467,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@2,paid_equivalent_cache_miss,CNY,2294,0.208806,0.192241,0.225371,479.000000,4588,0,2211548,2211548,0,874919,0,874919,3086467,3.961386,0.546398,1.999385,0.001141,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@2,paid_equivalent_cache_hit,CNY,2294,0.208806,0.192241,0.225371,479.000000,4588,0,2211548,2211548,0,874919,0,874919,3086467,1.794069,0.247458,1.998643,0.000517,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,1.981302,0.273283,1.000000,0.001120,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,0.897643,0.123813,1.000000,0.000507,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,2294,0.187881,0.172188,0.204010,431.000000,9176,2294,7288661,4423096,2865565,1786233,43586,1829819,9118480,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,2294,0.187881,0.172188,0.204010,431.000000,9176,2294,7288661,4423096,2865565,1786233,43586,1829819,9118480,10.948299,1.510110,5.525810,0.003504,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,2294,0.187881,0.172188,0.204010,431.000000,9176,2294,7288661,4423096,2865565,1786233,43586,1829819,9118480,3.805411,0.524884,4.239329,0.001218,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,2294,0.094595,0.082825,0.106800,217.000000,9176,0,4423096,4423096,0,1786233,0,1786233,6209329,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,2294,0.094595,0.082825,0.106800,217.000000,9176,0,4423096,4423096,0,1786233,0,1786233,6209329,7.995562,1.102836,4.035509,0.005082,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,2294,0.094595,0.082825,0.106800,217.000000,9176,0,4423096,4423096,0,1786233,0,1786233,6209329,3.660928,0.504956,4.078376,0.002327,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,2294,0.406277,0.386225,0.426330,932.000000,9176,0,4423096,4423096,0,1786233,0,1786233,6209329,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,2294,0.406277,0.386225,0.426330,932.000000,9176,0,4423096,4423096,0,1786233,0,1786233,6209329,7.995562,1.102836,4.035509,0.001183,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,2294,0.406277,0.386225,0.426330,932.000000,9176,0,4423096,4423096,0,1786233,0,1786233,6209329,3.660928,0.504956,4.078376,0.000542,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,1.981302,0.273283,1.000000,0.001120,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,0.897643,0.123813,1.000000,0.000507,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@6,observed_free,USD,2294,0.218396,0.201395,0.235397,501.000000,13764,2294,10444312,6634644,3809668,2691862,59644,2751506,13195818,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@6,paid_equivalent_cache_miss,CNY,2294,0.218396,0.201395,0.235397,501.000000,13764,2294,10444312,6634644,3809668,2691862,59644,2751506,13195818,15.947324,2.199631,8.048913,0.004390,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,medxpertqa,mimo,mimo,mimo_to_mimo,rank@6,paid_equivalent_cache_hit,CNY,2294,0.218396,0.201395,0.235397,501.000000,13764,2294,10444312,6634644,3809668,2691862,59644,2751506,13195818,5.711898,0.787848,6.363209,0.001573,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@6,observed_free,USD,2294,0.099826,0.087620,0.112467,229.000000,13764,0,6634644,6634644,0,2691862,0,2691862,9326506,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@6,paid_equivalent_cache_miss,CNY,2294,0.099826,0.087620,0.112467,229.000000,13764,0,6634644,6634644,0,2691862,0,2691862,9326506,12.018368,1.657706,6.065895,0.007239,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@6,paid_equivalent_cache_hit,CNY,2294,0.099826,0.087620,0.112467,229.000000,13764,0,6634644,6634644,0,2691862,0,2691862,9326506,5.516417,0.760885,6.145437,0.003323,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@6,observed_free,USD,2294,0.605493,0.585440,0.625545,1389.000000,13764,0,6634644,6634644,0,2691862,0,2691862,9326506,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@6,paid_equivalent_cache_miss,CNY,2294,0.605493,0.585440,0.625545,1389.000000,13764,0,6634644,6634644,0,2691862,0,2691862,9326506,12.018368,1.657706,6.065895,0.001193,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@6,paid_equivalent_cache_hit,CNY,2294,0.605493,0.585440,0.625545,1389.000000,13764,0,6634644,6634644,0,2691862,0,2691862,9326506,5.516417,0.760885,6.145437,0.000548,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,1.981302,0.273283,1.000000,0.001120,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,0.897643,0.123813,1.000000,0.000507,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@8,observed_free,USD,2294,0.115519,0.102441,0.128596,265.000000,18352,0,8846192,8846192,0,3588857,0,3588857,12435049,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@8,paid_equivalent_cache_miss,CNY,2294,0.115519,0.102441,0.128596,265.000000,18352,0,8846192,8846192,0,3588857,0,3588857,12435049,16.023906,2.210194,8.087565,0.008340,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,majority@8,paid_equivalent_cache_hit,CNY,2294,0.115519,0.102441,0.128596,265.000000,18352,0,8846192,8846192,0,3588857,0,3588857,12435049,7.354638,1.014433,8.193267,0.003828,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@8,observed_free,USD,2294,0.800349,0.783784,0.816478,1836.000000,18352,0,8846192,8846192,0,3588857,0,3588857,12435049,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@8,paid_equivalent_cache_miss,CNY,2294,0.800349,0.783784,0.816478,1836.000000,18352,0,8846192,8846192,0,3588857,0,3588857,12435049,16.023906,2.210194,8.087565,0.001204,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,oracle@8,paid_equivalent_cache_hit,CNY,2294,0.800349,0.783784,0.816478,1836.000000,18352,0,8846192,8846192,0,3588857,0,3588857,12435049,7.354638,1.014433,8.193267,0.000553,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,1.981302,0.273283,1.000000,0.001120,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,medxpertqa,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,2294,0.106364,0.093723,0.119006,244.000000,2294,0,1105774,1105774,0,437764,0,437764,1543538,0.897643,0.123813,1.000000,0.000507,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,medxpertqa,mimo,mimo,mimo_to_mimo,rank@8,observed_free,USD,2294,0.232345,0.215344,0.249782,533.000000,18352,2294,13591273,8846192,4745081,3588857,301309,3890166,17481439,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,medxpertqa,mimo,mimo,mimo_to_mimo,rank@8,paid_equivalent_cache_miss,CNY,2294,0.232345,0.215344,0.249782,533.000000,18352,2294,13591273,8846192,4745081,3588857,301309,3890166,17481439,21.371605,2.947808,10.786650,0.005531,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,medxpertqa,mimo,mimo,mimo_to_mimo,rank@8,paid_equivalent_cache_hit,CNY,2294,0.232345,0.215344,0.249782,533.000000,18352,2294,13591273,8846192,4745081,3588857,301309,3890166,17481439,8.052157,1.110642,8.970318,0.002084,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@10,observed_free,USD,7543,0.731804,0.721729,0.741747,5520.000000,75430,7543,39272246,29500724,9771522,6527644,309263,6836907,46109153,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@10,paid_equivalent_cache_miss,USD,7543,0.731804,0.721729,0.741747,5520.000000,75430,7543,39272246,29500724,9771522,6527644,309263,6836907,46109153,7.412448,7.412448,12.525470,0.001343,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@10,paid_equivalent_cache_hit,USD,7543,0.731804,0.721729,0.741747,5520.000000,75430,7543,39272246,29500724,9771522,6527644,309263,6836907,46109153,2.024296,2.024296,10.819500,0.000367,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@10,observed_free,USD,7543,0.728225,0.718149,0.738300,5493.000000,75430,0,29500724,29500724,0,6527644,0,6527644,36028368,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@10,paid_equivalent_cache_miss,USD,7543,0.728225,0.718149,0.738300,5493.000000,75430,0,29500724,29500724,0,6527644,0,6527644,36028368,5.957842,5.957842,10.067494,0.001085,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@10,paid_equivalent_cache_hit,USD,7543,0.728225,0.718149,0.738300,5493.000000,75430,0,29500724,29500724,0,6527644,0,6527644,36028368,1.910342,1.910342,10.210436,0.000348,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@10,observed_free,USD,7543,0.936763,0.931194,0.942198,7066.000000,75430,0,29500724,29500724,0,6527644,0,6527644,36028368,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@10,paid_equivalent_cache_miss,USD,7543,0.936763,0.931194,0.942198,7066.000000,75430,0,29500724,29500724,0,6527644,0,6527644,36028368,5.957842,5.957842,10.067494,0.000843,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@10,paid_equivalent_cache_hit,USD,7543,0.936763,0.931194,0.942198,7066.000000,75430,0,29500724,29500724,0,6527644,0,6527644,36028368,1.910342,1.910342,10.210436,0.000270,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,7543,0.464537,0.453268,0.475805,3504.000000,7543,0,2949659,2949659,0,638706,0,638706,3588365,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,7543,0.464537,0.453268,0.475805,3504.000000,7543,0,2949659,2949659,0,638706,0,638706,3588365,0.591790,0.591790,1.000000,0.000169,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,7543,0.464537,0.453268,0.475805,3504.000000,7543,0,2949659,2949659,0,638706,0,638706,3588365,0.187097,0.187097,1.000000,0.000053,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,7544,0.727996,0.717922,0.738070,5492.000000,90528,7544,46602658,35409230,11193428,7818923,369656,8188579,54791237,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,7544,0.727996,0.717922,0.738070,5492.000000,90528,7544,46602658,35409230,11193428,7818923,369656,8188579,54791237,8.817174,8.817174,14.896869,0.001605,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,7544,0.727996,0.717922,0.738070,5492.000000,90528,7544,46602658,35409230,11193428,7818923,369656,8188579,54791237,2.423290,2.423290,12.949975,0.000441,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,7544,0.729586,0.719512,0.739528,5504.000000,90528,0,35409230,35409230,0,7818923,0,7818923,43228153,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,7544,0.729586,0.719512,0.739528,5504.000000,90528,0,35409230,35409230,0,7818923,0,7818923,43228153,7.146591,7.146591,12.074371,0.001298,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,7544,0.729586,0.719512,0.739528,5504.000000,90528,0,35409230,35409230,0,7818923,0,7818923,43228153,2.288444,2.288444,12.229363,0.000416,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,7544,0.953473,0.948701,0.958112,7193.000000,90528,0,35409230,35409230,0,7818923,0,7818923,43228153,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,7544,0.953473,0.948701,0.958112,7193.000000,90528,0,35409230,35409230,0,7818923,0,7818923,43228153,7.146591,7.146591,12.074371,0.000994,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,7544,0.953473,0.948701,0.958112,7193.000000,90528,0,35409230,35409230,0,7818923,0,7818923,43228153,2.288444,2.288444,12.229363,0.000318,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,7544,0.464475,0.453208,0.475742,3504.000000,7544,0,2950105,2950105,0,638808,0,638808,3588913,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,7544,0.464475,0.453208,0.475742,3504.000000,7544,0,2950105,2950105,0,638808,0,638808,3588913,0.591881,0.591881,1.000000,0.000169,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,7544,0.464475,0.453208,0.475742,3504.000000,7544,0,2950105,2950105,0,638808,0,638808,3588913,0.187127,0.187127,1.000000,0.000053,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@14,observed_free,USD,7523,0.729363,0.719261,0.739333,5487.000000,105322,7523,53811393,41218226,12593167,9096917,428811,9525728,63337121,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@14,paid_equivalent_cache_miss,USD,7523,0.729363,0.719261,0.739333,5487.000000,105322,7523,53811393,41218226,12593167,9096917,428811,9525728,63337121,10.200799,10.200799,17.278010,0.001859,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@14,paid_equivalent_cache_hit,USD,7523,0.729363,0.719261,0.739333,5487.000000,105322,7523,53811393,41218226,12593167,9096917,428811,9525728,63337121,2.817876,2.817876,15.103667,0.000514,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@14,observed_free,USD,7523,0.745049,0.735212,0.754885,5605.000000,105322,0,41218226,41218226,0,9096917,0,9096917,50315143,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@14,paid_equivalent_cache_miss,USD,7523,0.745049,0.735212,0.754885,5605.000000,105322,0,41218226,41218226,0,9096917,0,9096917,50315143,8.317688,8.317688,14.088416,0.001484,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@14,paid_equivalent_cache_hit,USD,7523,0.745049,0.735212,0.754885,5605.000000,105322,0,41218226,41218226,0,9096917,0,9096917,50315143,2.662548,2.662548,14.271117,0.000475,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@14,observed_free,USD,7523,0.962116,0.957730,0.966370,7238.000000,105322,0,41218226,41218226,0,9096917,0,9096917,50315143,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@14,paid_equivalent_cache_miss,USD,7523,0.962116,0.957730,0.966370,7238.000000,105322,0,41218226,41218226,0,9096917,0,9096917,50315143,8.317688,8.317688,14.088416,0.001149,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@14,paid_equivalent_cache_hit,USD,7523,0.962116,0.957730,0.966370,7238.000000,105322,0,41218226,41218226,0,9096917,0,9096917,50315143,2.662548,2.662548,14.271117,0.000368,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,7523,0.464309,0.453011,0.475608,3493.000000,7523,0,2943317,2943317,0,636885,0,636885,3580202,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,7523,0.464309,0.453011,0.475608,3493.000000,7523,0,2943317,2943317,0,636885,0,636885,3580202,0.590392,0.590392,1.000000,0.000169,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,7523,0.464309,0.453011,0.475608,3493.000000,7523,0,2943317,2943317,0,636885,0,636885,3580202,0.186569,0.186569,1.000000,0.000053,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@16,observed_free,USD,7544,0.752253,0.742444,0.761930,5675.000000,120704,0,47217340,47217340,0,10430950,0,10430950,57648290,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@16,paid_equivalent_cache_miss,USD,7544,0.752253,0.742444,0.761930,5675.000000,120704,0,47217340,47217340,0,10430950,0,10430950,57648290,9.531094,9.531094,16.103058,0.001679,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@16,paid_equivalent_cache_hit,USD,7544,0.752253,0.742444,0.761930,5675.000000,120704,0,47217340,47217340,0,10430950,0,10430950,57648290,3.052875,3.052875,16.314455,0.000538,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@16,observed_free,USD,7544,0.970838,0.966994,0.974549,7324.000000,120704,0,47217340,47217340,0,10430950,0,10430950,57648290,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@16,paid_equivalent_cache_miss,USD,7544,0.970838,0.966994,0.974549,7324.000000,120704,0,47217340,47217340,0,10430950,0,10430950,57648290,9.531094,9.531094,16.103058,0.001301,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@16,paid_equivalent_cache_hit,USD,7544,0.970838,0.966994,0.974549,7324.000000,120704,0,47217340,47217340,0,10430950,0,10430950,57648290,3.052875,3.052875,16.314455,0.000417,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,7544,0.464475,0.453208,0.475742,3504.000000,7544,0,2950105,2950105,0,638808,0,638808,3588913,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,7544,0.464475,0.453208,0.475742,3504.000000,7544,0,2950105,2950105,0,638808,0,638808,3588913,0.591881,0.591881,1.000000,0.000169,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,7544,0.464475,0.453208,0.475742,3504.000000,7544,0,2950105,2950105,0,638808,0,638808,3588913,0.187127,0.187127,1.000000,0.000053,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@16,observed_free,USD,7544,0.727200,0.717126,0.737275,5486.000000,120704,7544,61283022,47217340,14065682,10430950,490360,10921310,72204332,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@16,paid_equivalent_cache_miss,USD,7544,0.727200,0.717126,0.737275,5486.000000,120704,7544,61283022,47217340,14065682,10430950,490360,10921310,72204332,11.637590,11.637590,19.662044,0.002121,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@16,paid_equivalent_cache_hit,USD,7544,0.727200,0.717126,0.737275,5486.000000,120704,7544,61283022,47217340,14065682,10430950,490360,10921310,72204332,3.229559,3.229559,17.258648,0.000589,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@2,observed_free,USD,7544,0.608696,0.597694,0.619698,4592.000000,15088,7544,9924941,5900314,4024627,1287673,82984,1370657,11295598,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@2,paid_equivalent_cache_miss,USD,7544,0.608696,0.597694,0.619698,4592.000000,15088,7544,9924941,5900314,4024627,1287673,82984,1370657,11295598,1.773276,1.773276,2.996001,0.000386,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@2,paid_equivalent_cache_hit,USD,7544,0.608696,0.597694,0.619698,4592.000000,15088,7544,9924941,5900314,4024627,1287673,82984,1370657,11295598,0.411574,0.411574,2.199437,0.000090,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@2,observed_free,USD,7544,0.451882,0.440615,0.463150,3409.000000,15088,0,5900314,5900314,0,1287673,0,1287673,7187987,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@2,paid_equivalent_cache_miss,USD,7544,0.451882,0.440615,0.463150,3409.000000,15088,0,5900314,5900314,0,1287673,0,1287673,7187987,1.186592,1.186592,2.004781,0.000348,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@2,paid_equivalent_cache_hit,USD,7544,0.451882,0.440615,0.463150,3409.000000,15088,0,5900314,5900314,0,1287673,0,1287673,7187987,0.377069,0.377069,2.015043,0.000111,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@2,observed_free,USD,7544,0.650053,0.639316,0.660790,4904.000000,15088,0,5900314,5900314,0,1287673,0,1287673,7187987,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@2,paid_equivalent_cache_miss,USD,7544,0.650053,0.639316,0.660790,4904.000000,15088,0,5900314,5900314,0,1287673,0,1287673,7187987,1.186592,1.186592,2.004781,0.000242,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@2,paid_equivalent_cache_hit,USD,7544,0.650053,0.639316,0.660790,4904.000000,15088,0,5900314,5900314,0,1287673,0,1287673,7187987,0.377069,0.377069,2.015043,0.000077,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,7544,0.464475,0.453208,0.475742,3504.000000,7544,0,2950105,2950105,0,638808,0,638808,3588913,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,7544,0.464475,0.453208,0.475742,3504.000000,7544,0,2950105,2950105,0,638808,0,638808,3588913,0.591881,0.591881,1.000000,0.000169,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,7544,0.464475,0.453208,0.475742,3504.000000,7544,0,2950105,2950105,0,638808,0,638808,3588913,0.187127,0.187127,1.000000,0.000053,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,7544,0.699231,0.688892,0.709571,5275.000000,30176,7544,17262404,11801238,5461166,2597802,143336,2741138,20003542,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,7544,0.699231,0.688892,0.709571,5275.000000,30176,7544,17262404,11801238,5461166,2597802,143336,2741138,20003542,3.184255,3.184255,5.379891,0.000604,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,7544,0.699231,0.688892,0.709571,5275.000000,30176,7544,17262404,11801238,5461166,2597802,143336,2741138,20003542,0.815853,0.815853,4.359889,0.000155,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,7544,0.581787,0.570652,0.592922,4389.000000,30176,0,11801238,11801238,0,2597802,0,2597802,14399040,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,7544,0.581787,0.570652,0.592922,4389.000000,30176,0,11801238,11801238,0,2597802,0,2597802,14399040,2.379558,2.379558,4.020332,0.000542,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,7544,0.581787,0.570652,0.592922,4389.000000,30176,0,11801238,11801238,0,2597802,0,2597802,14399040,0.760428,0.760428,4.063700,0.000173,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,7544,0.808059,0.799178,0.816941,6096.000000,30176,0,11801238,11801238,0,2597802,0,2597802,14399040,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,7544,0.808059,0.799178,0.816941,6096.000000,30176,0,11801238,11801238,0,2597802,0,2597802,14399040,2.379558,2.379558,4.020332,0.000390,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,7544,0.808059,0.799178,0.816941,6096.000000,30176,0,11801238,11801238,0,2597802,0,2597802,14399040,0.760428,0.760428,4.063700,0.000125,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,7544,0.464475,0.453208,0.475742,3504.000000,7544,0,2950105,2950105,0,638808,0,638808,3588913,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,7544,0.464475,0.453208,0.475742,3504.000000,7544,0,2950105,2950105,0,638808,0,638808,3588913,0.591881,0.591881,1.000000,0.000169,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,7544,0.464475,0.453208,0.475742,3504.000000,7544,0,2950105,2950105,0,638808,0,638808,3588913,0.187127,0.187127,1.000000,0.000053,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@6,observed_free,USD,7544,0.721766,0.711691,0.731840,5445.000000,45264,7544,24603336,17702519,6900817,3911018,196144,4107162,28710498,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@6,paid_equivalent_cache_miss,USD,7544,0.721766,0.711691,0.731840,5445.000000,45264,7544,24603336,17702519,6900817,3911018,196144,4107162,28710498,4.594472,4.594472,7.762493,0.000844,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@6,paid_equivalent_cache_hit,USD,7544,0.721766,0.711691,0.731840,5445.000000,45264,7544,24603336,17702519,6900817,3911018,196144,4107162,28710498,1.218895,1.218895,6.513731,0.000224,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@6,observed_free,USD,7544,0.665032,0.654295,0.675636,5017.000000,45264,0,17702519,17702519,0,3911018,0,3911018,21613537,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@6,paid_equivalent_cache_miss,USD,7544,0.665032,0.654295,0.675636,5017.000000,45264,0,17702519,17702519,0,3911018,0,3911018,21613537,3.573438,3.573438,6.037426,0.000712,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@6,paid_equivalent_cache_hit,USD,7544,0.665032,0.654295,0.675636,5017.000000,45264,0,17702519,17702519,0,3911018,0,3911018,21613537,1.144652,1.144652,6.116979,0.000228,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@6,observed_free,USD,7544,0.876193,0.868770,0.883616,6610.000000,45264,0,17702519,17702519,0,3911018,0,3911018,21613537,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@6,paid_equivalent_cache_miss,USD,7544,0.876193,0.868770,0.883616,6610.000000,45264,0,17702519,17702519,0,3911018,0,3911018,21613537,3.573438,3.573438,6.037426,0.000541,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@6,paid_equivalent_cache_hit,USD,7544,0.876193,0.868770,0.883616,6610.000000,45264,0,17702519,17702519,0,3911018,0,3911018,21613537,1.144652,1.144652,6.116979,0.000173,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,7544,0.464475,0.453208,0.475742,3504.000000,7544,0,2950105,2950105,0,638808,0,638808,3588913,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,7544,0.464475,0.453208,0.475742,3504.000000,7544,0,2950105,2950105,0,638808,0,638808,3588913,0.591881,0.591881,1.000000,0.000169,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,7544,0.464475,0.453208,0.475742,3504.000000,7544,0,2950105,2950105,0,638808,0,638808,3588913,0.187127,0.187127,1.000000,0.000053,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@8,observed_free,USD,7544,0.709040,0.698701,0.719247,5349.000000,60352,0,23603850,23603850,0,5219678,0,5219678,28823528,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@8,paid_equivalent_cache_miss,USD,7544,0.709040,0.698701,0.719247,5349.000000,60352,0,23603850,23603850,0,5219678,0,5219678,28823528,4.766049,4.766049,8.052377,0.000891,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,majority@8,paid_equivalent_cache_hit,USD,7544,0.709040,0.698701,0.719247,5349.000000,60352,0,23603850,23603850,0,5219678,0,5219678,28823528,1.527601,1.527601,8.163445,0.000286,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@8,observed_free,USD,7544,0.915032,0.908669,0.921262,6903.000000,60352,0,23603850,23603850,0,5219678,0,5219678,28823528,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@8,paid_equivalent_cache_miss,USD,7544,0.915032,0.908669,0.921262,6903.000000,60352,0,23603850,23603850,0,5219678,0,5219678,28823528,4.766049,4.766049,8.052377,0.000690,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,oracle@8,paid_equivalent_cache_hit,USD,7544,0.915032,0.908669,0.921262,6903.000000,60352,0,23603850,23603850,0,5219678,0,5219678,28823528,1.527601,1.527601,8.163445,0.000221,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,7544,0.464475,0.453208,0.475742,3504.000000,7544,0,2950105,2950105,0,638808,0,638808,3588913,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,7544,0.464475,0.453208,0.475742,3504.000000,7544,0,2950105,2950105,0,638808,0,638808,3588913,0.591881,0.591881,1.000000,0.000169,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,7544,0.464475,0.453208,0.475742,3504.000000,7544,0,2950105,2950105,0,638808,0,638808,3588913,0.187127,0.187127,1.000000,0.000053,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@8,observed_free,USD,7544,0.723489,0.713415,0.733563,5458.000000,60352,7544,31939630,23603850,8335780,5219678,786915,6006593,37946223,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@8,paid_equivalent_cache_miss,USD,7544,0.723489,0.713415,0.733563,5458.000000,60352,7544,31939630,23603850,8335780,5219678,786915,6006593,37946223,6.153394,6.153394,10.396336,0.001127,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,mmlu_pro,deepseek,deepseek,deepseek_to_deepseek,rank@8,paid_equivalent_cache_hit,USD,7544,0.723489,0.713415,0.733563,5458.000000,60352,7544,31939630,23603850,8335780,5219678,786915,6006593,37946223,1.771277,1.771277,9.465641,0.000325,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@10,observed_free,USD,7531,0.682247,0.671757,0.692737,5138.000000,75310,7531,39183310,29430734,9752576,6516162,308771,6824933,46008243,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@10,paid_equivalent_cache_miss,MIXED,7531,0.682247,0.671757,0.692737,5138.000000,75310,7531,39183310,29430734,9752576,6516162,308771,6824933,46008243,16.314946,7.375189,12.490117,0.001435,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@10,paid_equivalent_cache_hit,MIXED,7531,0.682247,0.671757,0.692737,5138.000000,75310,7531,39183310,29430734,9752576,6516162,308771,6824933,46008243,2.719525,2.019013,10.811372,0.000393,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@10,observed_free,USD,7531,0.727925,0.717833,0.737883,5482.000000,75310,0,29430734,29430734,0,6516162,0,6516162,35946896,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@10,paid_equivalent_cache_miss,MIXED,7531,0.727925,0.717833,0.737883,5482.000000,75310,0,29430734,29430734,0,6516162,0,6516162,35946896,5.944828,5.944828,10.067755,0.001084,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@10,paid_equivalent_cache_hit,MIXED,7531,0.727925,0.717833,0.737883,5482.000000,75310,0,29430734,29430734,0,6516162,0,6516162,35946896,1.906931,1.906931,10.211198,0.000348,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@10,observed_free,USD,7531,0.936662,0.931085,0.942106,7054.000000,75310,0,29430734,29430734,0,6516162,0,6516162,35946896,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@10,paid_equivalent_cache_miss,MIXED,7531,0.936662,0.931085,0.942106,7054.000000,75310,0,29430734,29430734,0,6516162,0,6516162,35946896,5.944828,5.944828,10.067755,0.000843,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@10,paid_equivalent_cache_hit,MIXED,7531,0.936662,0.931085,0.942106,7054.000000,75310,0,29430734,29430734,0,6516162,0,6516162,35946896,1.906931,1.906931,10.211198,0.000270,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,7531,0.464347,0.453061,0.475634,3497.000000,7531,0,2942660,2942660,0,637533,0,637533,3580193,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,7531,0.464347,0.453061,0.475634,3497.000000,7531,0,2942660,2942660,0,637533,0,637533,3580193,0.590482,0.590482,1.000000,0.000169,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,7531,0.464347,0.453061,0.475634,3497.000000,7531,0,2942660,2942660,0,637533,0,637533,3580193,0.186749,0.186749,1.000000,0.000053,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,7406,0.694302,0.683770,0.704834,5142.000000,88872,7406,45659314,34684847,10974467,7668065,362894,8030959,53690273,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,7406,0.694302,0.683770,0.704834,5142.000000,88872,7406,45659314,34684847,10974467,7668065,362894,8030959,53690273,18.703192,8.616765,14.859566,0.001676,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,7406,0.694302,0.683770,0.704834,5142.000000,88872,7406,45659314,34684847,10974467,7668065,362894,8030959,53690273,3.189453,2.374559,12.947008,0.000462,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,7406,0.729004,0.718877,0.739130,5399.000000,88872,0,34684847,34684847,0,7668065,0,7668065,42352912,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,7406,0.729004,0.718877,0.739130,5399.000000,88872,0,34684847,34684847,0,7668065,0,7668065,42352912,7.002937,7.002937,12.076528,0.001297,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,7406,0.729004,0.718877,0.739130,5399.000000,88872,0,34684847,34684847,0,7668065,0,7668065,42352912,2.244176,2.244176,12.236110,0.000416,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,7406,0.953146,0.948285,0.957872,7059.000000,88872,0,34684847,34684847,0,7668065,0,7668065,42352912,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,7406,0.953146,0.948285,0.957872,7059.000000,88872,0,34684847,34684847,0,7668065,0,7668065,42352912,7.002937,7.002937,12.076528,0.000992,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,7406,0.953146,0.948285,0.957872,7059.000000,88872,0,34684847,34684847,0,7668065,0,7668065,42352912,2.244176,2.244176,12.236110,0.000318,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,7406,0.465163,0.453821,0.476506,3445.000000,7406,0,2889753,2889753,0,626125,0,626125,3515878,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,7406,0.465163,0.453821,0.476506,3445.000000,7406,0,2889753,2889753,0,626125,0,626125,3515878,0.579880,0.579880,1.000000,0.000168,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,7406,0.465163,0.453821,0.476506,3445.000000,7406,0,2889753,2889753,0,626125,0,626125,3515878,0.183406,0.183406,1.000000,0.000053,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@14,observed_free,USD,7384,0.698808,0.688380,0.709236,5160.000000,103376,7384,52712672,40363506,12349166,8924167,420888,9345055,62057727,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@14,paid_equivalent_cache_miss,MIXED,7384,0.698808,0.688380,0.709236,5160.000000,103376,7384,52712672,40363506,12349166,8924167,420888,9345055,62057727,21.340600,9.969098,17.234991,0.001932,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@14,paid_equivalent_cache_hit,MIXED,7384,0.698808,0.688380,0.709236,5160.000000,103376,7384,52712672,40363506,12349166,8924167,420888,9345055,62057727,3.700544,2.761958,15.094894,0.000535,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@14,observed_free,USD,7384,0.745395,0.735374,0.755282,5504.000000,103376,0,40363506,40363506,0,8924167,0,8924167,49287673,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@14,paid_equivalent_cache_miss,MIXED,7384,0.745395,0.735374,0.755282,5504.000000,103376,0,40363506,40363506,0,8924167,0,8924167,49287673,8.149658,8.149658,14.089468,0.001481,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@14,paid_equivalent_cache_hit,MIXED,7384,0.745395,0.735374,0.755282,5504.000000,103376,0,40363506,40363506,0,8924167,0,8924167,49287673,2.611785,2.611785,14.274155,0.000475,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@14,observed_free,USD,7384,0.961945,0.957476,0.966278,7103.000000,103376,0,40363506,40363506,0,8924167,0,8924167,49287673,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@14,paid_equivalent_cache_miss,MIXED,7384,0.961945,0.957476,0.966278,7103.000000,103376,0,40363506,40363506,0,8924167,0,8924167,49287673,8.149658,8.149658,14.089468,0.001147,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@14,paid_equivalent_cache_hit,MIXED,7384,0.961945,0.957476,0.966278,7103.000000,103376,0,40363506,40363506,0,8924167,0,8924167,49287673,2.611785,2.611785,14.274155,0.000368,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,7384,0.463570,0.452194,0.474946,3423.000000,7384,0,2882285,2882285,0,624651,0,624651,3506936,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,7384,0.463570,0.452194,0.474946,3423.000000,7384,0,2882285,2882285,0,624651,0,624651,3506936,0.578422,0.578422,1.000000,0.000169,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,7384,0.463570,0.452194,0.474946,3423.000000,7384,0,2882285,2882285,0,624651,0,624651,3506936,0.182973,0.182973,1.000000,0.000053,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@16,observed_free,USD,7543,0.752221,0.742410,0.761898,5674.000000,120688,0,47213612,47213612,0,10430203,0,10430203,57643815,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@16,paid_equivalent_cache_miss,MIXED,7543,0.752221,0.742410,0.761898,5674.000000,120688,0,47213612,47213612,0,10430203,0,10430203,57643815,9.530363,9.530363,16.103183,0.001680,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@16,paid_equivalent_cache_hit,MIXED,7543,0.752221,0.742410,0.761898,5674.000000,120688,0,47213612,47213612,0,10430203,0,10430203,57643815,3.052655,3.052655,16.314849,0.000538,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@16,observed_free,USD,7543,0.970834,0.966989,0.974546,7323.000000,120688,0,47213612,47213612,0,10430203,0,10430203,57643815,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@16,paid_equivalent_cache_miss,MIXED,7543,0.970834,0.966989,0.974546,7323.000000,120688,0,47213612,47213612,0,10430203,0,10430203,57643815,9.530363,9.530363,16.103183,0.001301,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@16,paid_equivalent_cache_hit,MIXED,7543,0.970834,0.966989,0.974546,7323.000000,120688,0,47213612,47213612,0,10430203,0,10430203,57643815,3.052655,3.052655,16.314849,0.000417,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,7543,0.464537,0.453268,0.475805,3504.000000,7543,0,2949872,2949872,0,638747,0,638747,3588619,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,7543,0.464537,0.453268,0.475805,3504.000000,7543,0,2949872,2949872,0,638747,0,638747,3588619,0.591831,0.591831,1.000000,0.000169,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,7543,0.464537,0.453268,0.475805,3504.000000,7543,0,2949872,2949872,0,638747,0,638747,3588619,0.187109,0.187109,1.000000,0.000053,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@16,observed_free,USD,7543,0.698263,0.687923,0.708604,5267.000000,120688,7543,61278222,47213612,14064610,10430203,490295,10920498,72198720,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@16,paid_equivalent_cache_miss,MIXED,7543,0.698263,0.687923,0.708604,5267.000000,120688,7543,61278222,47213612,14064610,10430203,490295,10920498,72198720,24.575563,11.605563,19.609590,0.002203,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@16,paid_equivalent_cache_hit,MIXED,7543,0.698263,0.687923,0.708604,5267.000000,120688,7543,61278222,47213612,14064610,10430203,490295,10920498,72198720,4.314537,3.226708,17.245071,0.000613,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@2,observed_free,USD,7543,0.593663,0.582527,0.604799,4478.000000,15086,7543,9923862,5899686,4024176,1287508,82973,1370481,11294343,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@2,paid_equivalent_cache_miss,MIXED,7543,0.593663,0.582527,0.604799,4478.000000,15086,7543,9923862,5899686,4024176,1287508,82973,1370481,11294343,5.376580,1.764406,2.981327,0.000394,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@2,paid_equivalent_cache_hit,MIXED,7543,0.593663,0.582527,0.604799,4478.000000,15086,7543,9923862,5899686,4024176,1287508,82973,1370481,11294343,0.623451,0.411012,2.196668,0.000092,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@2,observed_free,USD,7543,0.451942,0.440673,0.463211,3409.000000,15086,0,5899686,5899686,0,1287508,0,1287508,7187194,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@2,paid_equivalent_cache_miss,MIXED,7543,0.451942,0.440673,0.463211,3409.000000,15086,0,5899686,5899686,0,1287508,0,1287508,7187194,1.186458,1.186458,2.004765,0.000348,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@2,paid_equivalent_cache_hit,MIXED,7543,0.451942,0.440673,0.463211,3409.000000,15086,0,5899686,5899686,0,1287508,0,1287508,7187194,0.377021,0.377021,2.015002,0.000111,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@2,observed_free,USD,7543,0.650007,0.639268,0.660745,4903.000000,15086,0,5899686,5899686,0,1287508,0,1287508,7187194,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@2,paid_equivalent_cache_miss,MIXED,7543,0.650007,0.639268,0.660745,4903.000000,15086,0,5899686,5899686,0,1287508,0,1287508,7187194,1.186458,1.186458,2.004765,0.000242,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@2,paid_equivalent_cache_hit,MIXED,7543,0.650007,0.639268,0.660745,4903.000000,15086,0,5899686,5899686,0,1287508,0,1287508,7187194,0.377021,0.377021,2.015002,0.000077,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,7543,0.464404,0.453135,0.475673,3503.000000,7543,0,2949791,2949791,0,638742,0,638742,3588533,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,7543,0.464404,0.453135,0.475673,3503.000000,7543,0,2949791,2949791,0,638742,0,638742,3588533,0.591819,0.591819,1.000000,0.000169,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,7543,0.464404,0.453135,0.475673,3503.000000,7543,0,2949791,2949791,0,638742,0,638742,3588533,0.187107,0.187107,1.000000,0.000053,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,7536,0.664278,0.653530,0.674894,5006.000000,30144,7536,17236503,11782975,5453528,2594641,143184,2737825,19974328,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,7536,0.664278,0.653530,0.674894,5006.000000,30144,7536,17236503,11782975,5453528,2594641,143184,2737825,19974328,8.116012,3.167826,5.360021,0.000633,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,7536,0.664278,0.653530,0.674894,5006.000000,30144,7536,17236503,11782975,5453528,2594641,143184,2737825,19974328,1.154930,0.814035,4.355877,0.000163,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,7536,0.581874,0.570727,0.593020,4385.000000,30144,0,11782975,11782975,0,2594641,0,2594641,14377616,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,7536,0.581874,0.570727,0.593020,4385.000000,30144,0,11782975,11782975,0,2594641,0,2594641,14377616,2.376116,2.376116,4.020433,0.000542,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,7536,0.581874,0.570727,0.593020,4385.000000,30144,0,11782975,11782975,0,2594641,0,2594641,14377616,0.759492,0.759492,4.064019,0.000173,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,7536,0.808254,0.799363,0.817144,6091.000000,30144,0,11782975,11782975,0,2594641,0,2594641,14377616,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,7536,0.808254,0.799363,0.817144,6091.000000,30144,0,11782975,11782975,0,2594641,0,2594641,14377616,2.376116,2.376116,4.020433,0.000390,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,7536,0.808254,0.799363,0.817144,6091.000000,30144,0,11782975,11782975,0,2594641,0,2594641,14377616,0.759492,0.759492,4.064019,0.000125,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,7536,0.464570,0.453291,0.475849,3501.000000,7536,0,2945540,2945540,0,637979,0,637979,3583519,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,7536,0.464570,0.453291,0.475849,3501.000000,7536,0,2945540,2945540,0,637979,0,637979,3583519,0.591010,0.591010,1.000000,0.000169,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,7536,0.464570,0.453291,0.475849,3501.000000,7536,0,2945540,2945540,0,637979,0,637979,3583519,0.186882,0.186882,1.000000,0.000053,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@6,observed_free,USD,7534,0.677064,0.666445,0.687550,5101.000000,45204,7534,24559069,17669878,6889191,3904883,195884,4100767,28659836,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@6,paid_equivalent_cache_miss,MIXED,7534,0.677064,0.666445,0.687550,5101.000000,45204,7534,24559069,17669878,6889191,3904883,195884,4100767,28659836,10.848109,4.571420,7.737075,0.000896,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@6,paid_equivalent_cache_hit,MIXED,7534,0.677064,0.666445,0.687550,5101.000000,45204,7534,24559069,17669878,6889191,3904883,195884,4100767,28659836,1.672395,1.215885,6.507697,0.000238,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@6,observed_free,USD,7534,0.665384,0.654765,0.676002,5013.000000,45204,0,17669878,17669878,0,3904883,0,3904883,21574761,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@6,paid_equivalent_cache_miss,MIXED,7534,0.665384,0.654765,0.676002,5013.000000,45204,0,17669878,17669878,0,3904883,0,3904883,21574761,3.567150,3.567150,6.037360,0.000712,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@6,paid_equivalent_cache_hit,MIXED,7534,0.665384,0.654765,0.676002,5013.000000,45204,0,17669878,17669878,0,3904883,0,3904883,21574761,1.142843,1.142843,6.116759,0.000228,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@6,observed_free,USD,7534,0.876427,0.868994,0.883860,6603.000000,45204,0,17669878,17669878,0,3904883,0,3904883,21574761,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@6,paid_equivalent_cache_miss,MIXED,7534,0.876427,0.868994,0.883860,6603.000000,45204,0,17669878,17669878,0,3904883,0,3904883,21574761,3.567150,3.567150,6.037360,0.000540,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@6,paid_equivalent_cache_hit,MIXED,7534,0.876427,0.868994,0.883860,6603.000000,45204,0,17669878,17669878,0,3904883,0,3904883,21574761,1.142843,1.142843,6.116759,0.000173,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,7534,0.464561,0.453278,0.475843,3500.000000,7534,0,2944666,2944666,0,637833,0,637833,3582499,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,7534,0.464561,0.453278,0.475843,3500.000000,7534,0,2944666,2944666,0,637833,0,637833,3582499,0.590846,0.590846,1.000000,0.000169,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,7534,0.464561,0.453278,0.475843,3500.000000,7534,0,2944666,2944666,0,637833,0,637833,3582499,0.186838,0.186838,1.000000,0.000053,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@8,observed_free,USD,7543,0.709002,0.698661,0.719210,5348.000000,60344,0,23601986,23601986,0,5219279,0,5219279,28821265,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@8,paid_equivalent_cache_miss,MIXED,7543,0.709002,0.698661,0.719210,5348.000000,60344,0,23601986,23601986,0,5219279,0,5219279,28821265,4.765676,4.765676,8.052427,0.000891,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,majority@8,paid_equivalent_cache_hit,MIXED,7543,0.709002,0.698661,0.719210,5348.000000,60344,0,23601986,23601986,0,5219279,0,5219279,28821265,1.527484,1.527484,8.163605,0.000286,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@8,observed_free,USD,7543,0.915021,0.908657,0.921251,6902.000000,60344,0,23601986,23601986,0,5219279,0,5219279,28821265,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@8,paid_equivalent_cache_miss,MIXED,7543,0.915021,0.908657,0.921251,6902.000000,60344,0,23601986,23601986,0,5219279,0,5219279,28821265,4.765676,4.765676,8.052427,0.000690,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,oracle@8,paid_equivalent_cache_hit,MIXED,7543,0.915021,0.908657,0.921251,6902.000000,60344,0,23601986,23601986,0,5219279,0,5219279,28821265,1.527484,1.527484,8.163605,0.000221,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,7543,0.464537,0.453268,0.475805,3504.000000,7543,0,2949872,2949872,0,638747,0,638747,3588619,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,7543,0.464537,0.453268,0.475805,3504.000000,7543,0,2949872,2949872,0,638747,0,638747,3588619,0.591831,0.591831,1.000000,0.000169,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,7543,0.464537,0.453268,0.475805,3504.000000,7543,0,2949872,2949872,0,638747,0,638747,3588619,0.187109,0.187109,1.000000,0.000053,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@8,observed_free,USD,7543,0.691635,0.681161,0.701975,5217.000000,60344,7543,31937112,23601986,8335126,5219279,786401,6005680,37942792,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@8,paid_equivalent_cache_miss,MIXED,7543,0.691635,0.681161,0.701975,5217.000000,60344,7543,31937112,23601986,8335126,5219279,786401,6005680,37942792,14.673604,6.132287,10.361551,0.001175,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,mmlu_pro,deepseek,mimo,deepseek_to_mimo,rank@8,paid_equivalent_cache_hit,MIXED,7543,0.691635,0.681161,0.701975,5217.000000,60344,7543,31937112,23601986,8335126,5219279,786401,6005680,37942792,3.266988,1.767415,9.445911,0.000339,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@10,observed_free,USD,7544,0.685578,0.675106,0.696050,5172.000000,75440,7544,46038302,29501391,16536911,13292776,309304,13602080,59640382,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@10,paid_equivalent_cache_miss,MIXED,7544,0.685578,0.675106,0.696050,5172.000000,75440,7544,46038302,29501391,16536911,13292776,309304,13602080,59640382,58.488716,10.137903,13.324391,0.001960,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@10,paid_equivalent_cache_hit,MIXED,7544,0.685578,0.675106,0.696050,5172.000000,75440,7544,46038302,29501391,16536911,13292776,309304,13602080,59640382,27.308488,3.881264,10.719266,0.000750,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@10,observed_free,USD,7544,0.208112,0.198966,0.217259,1570.000000,75440,0,29501391,29501391,0,13292776,0,13292776,42794167,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@10,paid_equivalent_cache_miss,MIXED,7544,0.208112,0.198966,0.217259,1570.000000,75440,0,29501391,29501391,0,13292776,0,13292776,42794167,56.086943,7.736130,10.167707,0.004927,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@10,paid_equivalent_cache_hit,MIXED,7544,0.208112,0.198966,0.217259,1570.000000,75440,0,29501391,29501391,0,13292776,0,13292776,42794167,27.175580,3.748356,10.352201,0.002387,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@10,observed_free,USD,7544,0.987540,0.985021,0.989926,7450.000000,75440,0,29501391,29501391,0,13292776,0,13292776,42794167,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@10,paid_equivalent_cache_miss,MIXED,7544,0.987540,0.985021,0.989926,7450.000000,75440,0,29501391,29501391,0,13292776,0,13292776,42794167,56.086943,7.736130,10.167707,0.001038,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@10,paid_equivalent_cache_hit,MIXED,7544,0.987540,0.985021,0.989926,7450.000000,75440,0,29501391,29501391,0,13292776,0,13292776,42794167,27.175580,3.748356,10.352201,0.000503,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,7544,0.157741,0.149523,0.165960,1190.000000,7544,0,2950081,2950081,0,1283050,0,1283050,4233131,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,7544,0.157741,0.149523,0.165960,1190.000000,7544,0,2950081,2950081,0,1283050,0,1283050,4233131,5.516181,0.760853,1.000000,0.000639,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,7544,0.157741,0.149523,0.165960,1190.000000,7544,0,2950081,2950081,0,1283050,0,1283050,4233131,2.625102,0.362083,1.000000,0.000304,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@12,observed_free,USD,7534,0.667109,0.656491,0.677728,5026.000000,90408,7534,54633229,35351175,19282054,15912931,369166,16282097,70915326,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_miss,MIXED,7534,0.667109,0.656491,0.677728,5026.000000,90408,7534,54633229,35351175,19282054,15912931,369166,16282097,70915326,69.979891,12.068652,15.884633,0.002401,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_hit,MIXED,7534,0.667109,0.656491,0.677728,5026.000000,90408,7534,54633229,35351175,19282054,15912931,369166,16282097,70915326,32.690242,4.644651,12.844365,0.000924,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@12,observed_free,USD,7534,0.191664,0.182771,0.200557,1444.000000,90408,0,35351175,35351175,0,15912931,0,15912931,51264106,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_miss,MIXED,7534,0.191664,0.182771,0.200557,1444.000000,90408,0,35351175,35351175,0,15912931,0,15912931,51264106,67.177037,9.265798,12.195546,0.006417,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_hit,MIXED,7534,0.191664,0.182771,0.200557,1444.000000,90408,0,35351175,35351175,0,15912931,0,15912931,51264106,32.532885,4.487295,12.409212,0.003108,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@12,observed_free,USD,7534,0.990842,0.988585,0.992965,7465.000000,90408,0,35351175,35351175,0,15912931,0,15912931,51264106,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_miss,MIXED,7534,0.990842,0.988585,0.992965,7465.000000,90408,0,35351175,35351175,0,15912931,0,15912931,51264106,67.177037,9.265798,12.195546,0.001241,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_hit,MIXED,7534,0.990842,0.988585,0.992965,7465.000000,90408,0,35351175,35351175,0,15912931,0,15912931,51264106,32.532885,4.487295,12.409212,0.000601,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,7534,0.157951,0.149721,0.166180,1190.000000,7534,0,2945560,2945560,0,1281381,0,1281381,4226941,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,7534,0.157951,0.149721,0.166180,1190.000000,7534,0,2945560,2945560,0,1281381,0,1281381,4226941,5.508322,0.759769,1.000000,0.000638,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,7534,0.157951,0.149721,0.166180,1190.000000,7534,0,2945560,2945560,0,1281381,0,1281381,4226941,2.621673,0.361610,1.000000,0.000304,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@14,observed_free,USD,7458,0.672566,0.661840,0.683159,5016.000000,104412,7458,62676199,40829294,21846905,18383223,425106,18808329,81484528,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@14,paid_equivalent_cache_miss,MIXED,7458,0.672566,0.661840,0.683159,5016.000000,104412,7458,62676199,40829294,21846905,18383223,425106,18808329,81484528,80.773336,13.880457,18.460092,0.002767,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@14,paid_equivalent_cache_hit,MIXED,7458,0.672566,0.661840,0.683159,5016.000000,104412,7458,62676199,40829294,21846905,18383223,425106,18808329,81484528,37.763233,5.364067,14.992515,0.001069,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@14,observed_free,USD,7458,0.198579,0.189595,0.207696,1481.000000,104412,0,40829294,40829294,0,18383223,0,18383223,59212517,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@14,paid_equivalent_cache_miss,MIXED,7458,0.198579,0.189595,0.207696,1481.000000,104412,0,40829294,40829294,0,18383223,0,18383223,59212517,77.595740,10.702861,14.234099,0.007227,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@14,paid_equivalent_cache_hit,MIXED,7458,0.198579,0.189595,0.207696,1481.000000,104412,0,40829294,40829294,0,18383223,0,18383223,59212517,37.583032,5.183866,14.488855,0.003500,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@14,observed_free,USD,7458,0.993296,0.991419,0.995039,7408.000000,104412,0,40829294,40829294,0,18383223,0,18383223,59212517,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@14,paid_equivalent_cache_miss,MIXED,7458,0.993296,0.991419,0.995039,7408.000000,104412,0,40829294,40829294,0,18383223,0,18383223,59212517,77.595740,10.702861,14.234099,0.001445,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@14,paid_equivalent_cache_hit,MIXED,7458,0.993296,0.991419,0.995039,7408.000000,104412,0,40829294,40829294,0,18383223,0,18383223,59212517,37.583032,5.183866,14.488855,0.000700,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,7458,0.157817,0.149638,0.166130,1177.000000,7458,0,2915788,2915788,0,1267804,0,1267804,4183592,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,7458,0.157817,0.149638,0.166130,1177.000000,7458,0,2915788,2915788,0,1267804,0,1267804,4183592,5.451396,0.751917,1.000000,0.000639,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,7458,0.157817,0.149638,0.166130,1177.000000,7458,0,2915788,2915788,0,1267804,0,1267804,4183592,2.593924,0.357783,1.000000,0.000304,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@16,observed_free,USD,7544,0.213945,0.204666,0.223224,1614.000000,120704,0,47213517,47213517,0,21257492,0,21257492,68471009,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@16,paid_equivalent_cache_miss,MIXED,7544,0.213945,0.204666,0.223224,1614.000000,120704,0,47213517,47213517,0,21257492,0,21257492,68471009,89.728501,12.376345,16.266408,0.007668,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@16,paid_equivalent_cache_hit,MIXED,7544,0.213945,0.204666,0.223224,1614.000000,120704,0,47213517,47213517,0,21257492,0,21257492,68471009,43.459254,5.994380,16.555265,0.003714,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@16,observed_free,USD,7544,0.994565,0.992842,0.996156,7503.000000,120704,0,47213517,47213517,0,21257492,0,21257492,68471009,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@16,paid_equivalent_cache_miss,MIXED,7544,0.994565,0.992842,0.996156,7503.000000,120704,0,47213517,47213517,0,21257492,0,21257492,68471009,89.728501,12.376345,16.266408,0.001650,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@16,paid_equivalent_cache_hit,MIXED,7544,0.994565,0.992842,0.996156,7503.000000,120704,0,47213517,47213517,0,21257492,0,21257492,68471009,43.459254,5.994380,16.555265,0.000799,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,7544,0.157741,0.149523,0.165960,1190.000000,7544,0,2950081,2950081,0,1283050,0,1283050,4233131,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,7544,0.157741,0.149523,0.165960,1190.000000,7544,0,2950081,2950081,0,1283050,0,1283050,4233131,5.516181,0.760853,1.000000,0.000639,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,7544,0.157741,0.149523,0.165960,1190.000000,7544,0,2950081,2950081,0,1283050,0,1283050,4233131,2.625102,0.362083,1.000000,0.000304,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@16,observed_free,USD,7544,0.665827,0.655223,0.676432,5023.000000,120704,7544,72105473,47213517,24891956,21257492,490360,21747852,93853325,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@16,paid_equivalent_cache_miss,MIXED,7544,0.665827,0.655223,0.676432,5023.000000,120704,7544,72105473,47213517,24891956,21257492,490360,21747852,93853325,93.350676,15.998520,21.027084,0.003185,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@16,paid_equivalent_cache_hit,MIXED,7544,0.665827,0.655223,0.676432,5023.000000,120704,7544,72105473,47213517,24891956,21257492,490360,21747852,93853325,43.666253,6.201378,17.126952,0.001235,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@2,observed_free,USD,7544,0.256495,0.246686,0.266437,1935.000000,15088,7544,11213315,5900173,5313142,2576142,82984,2659126,13872441,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@2,paid_equivalent_cache_miss,MIXED,7544,0.256495,0.246686,0.266437,1935.000000,15088,7544,11213315,5900173,5313142,2576142,82984,2659126,13872441,11.819532,2.291552,3.011820,0.001184,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@2,paid_equivalent_cache_hit,MIXED,7544,0.256495,0.246686,0.266437,1935.000000,15088,7544,11213315,5900173,5313142,2576142,82984,2659126,13872441,5.308400,0.765049,2.112911,0.000395,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@2,observed_free,USD,7544,0.145281,0.137328,0.153234,1096.000000,15088,0,5900173,5900173,0,2576142,0,2576142,8476315,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@2,paid_equivalent_cache_miss,MIXED,7544,0.145281,0.137328,0.153234,1096.000000,15088,0,5900173,5900173,0,2576142,0,2576142,8476315,11.052457,1.524477,2.003642,0.001391,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@2,paid_equivalent_cache_hit,MIXED,7544,0.145281,0.137328,0.153234,1096.000000,15088,0,5900173,5900173,0,2576142,0,2576142,8476315,5.270287,0.726936,2.007650,0.000663,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@2,observed_free,USD,7544,0.284730,0.274523,0.294936,2148.000000,15088,0,5900173,5900173,0,2576142,0,2576142,8476315,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@2,paid_equivalent_cache_miss,MIXED,7544,0.284730,0.274523,0.294936,2148.000000,15088,0,5900173,5900173,0,2576142,0,2576142,8476315,11.052457,1.524477,2.003642,0.000710,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@2,paid_equivalent_cache_hit,MIXED,7544,0.284730,0.274523,0.294936,2148.000000,15088,0,5900173,5900173,0,2576142,0,2576142,8476315,5.270287,0.726936,2.007650,0.000338,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,7544,0.157741,0.149523,0.165960,1190.000000,7544,0,2950081,2950081,0,1283050,0,1283050,4233131,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,7544,0.157741,0.149523,0.165960,1190.000000,7544,0,2950081,2950081,0,1283050,0,1283050,4233131,5.516181,0.760853,1.000000,0.000639,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,7544,0.157741,0.149523,0.165960,1190.000000,7544,0,2950081,2950081,0,1283050,0,1283050,4233131,2.625102,0.362083,1.000000,0.000304,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,7544,0.413839,0.402704,0.424973,3122.000000,30176,7544,19921117,11800429,8120688,5257370,143336,5400706,25321823,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,7544,0.413839,0.402704,0.424973,3122.000000,30176,7544,19921117,11800429,8120688,5257370,143336,5400706,25321823,23.492199,4.254985,5.592388,0.001363,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,7544,0.413839,0.402704,0.424973,3122.000000,30176,7544,19921117,11800429,8120688,5257370,143336,5400706,25321823,10.813621,1.545734,4.269005,0.000495,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,7544,0.146341,0.138388,0.154295,1104.000000,30176,0,11800429,11800429,0,5257370,0,5257370,17057799,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,7544,0.146341,0.138388,0.154295,1104.000000,30176,0,11800429,11800429,0,5257370,0,5257370,17057799,22.315169,3.077954,4.045399,0.002788,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,7544,0.146341,0.138388,0.154295,1104.000000,30176,0,11800429,11800429,0,5257370,0,5257370,17057799,10.750749,1.482862,4.095365,0.001343,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,7544,0.511400,0.500133,0.522667,3858.000000,30176,0,11800429,11800429,0,5257370,0,5257370,17057799,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,7544,0.511400,0.500133,0.522667,3858.000000,30176,0,11800429,11800429,0,5257370,0,5257370,17057799,22.315169,3.077954,4.045399,0.000798,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,7544,0.511400,0.500133,0.522667,3858.000000,30176,0,11800429,11800429,0,5257370,0,5257370,17057799,10.750749,1.482862,4.095365,0.000384,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,7544,0.157741,0.149523,0.165960,1190.000000,7544,0,2950081,2950081,0,1283050,0,1283050,4233131,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,7544,0.157741,0.149523,0.165960,1190.000000,7544,0,2950081,2950081,0,1283050,0,1283050,4233131,5.516181,0.760853,1.000000,0.000639,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,7544,0.157741,0.149523,0.165960,1190.000000,7544,0,2950081,2950081,0,1283050,0,1283050,4233131,2.625102,0.362083,1.000000,0.000304,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@6,observed_free,USD,7544,0.521076,0.509809,0.532344,3931.000000,45264,7544,28629197,17700747,10928450,7938869,196144,8135013,36764210,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@6,paid_equivalent_cache_miss,MIXED,7544,0.521076,0.509809,0.532344,3931.000000,45264,7544,28629197,17700747,10928450,7938869,196144,8135013,36764210,35.163388,6.216418,8.170327,0.001581,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@6,paid_equivalent_cache_hit,MIXED,7544,0.521076,0.509809,0.532344,3931.000000,45264,7544,28629197,17700747,10928450,7938869,196144,8135013,36764210,16.317273,2.324382,6.419473,0.000591,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@6,observed_free,USD,7544,0.159862,0.151644,0.168213,1206.000000,45264,0,17700747,17700747,0,7938869,0,7938869,25639616,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@6,paid_equivalent_cache_miss,MIXED,7544,0.159862,0.151644,0.168213,1206.000000,45264,0,17700747,17700747,0,7938869,0,7938869,25639616,33.578485,4.631515,6.087267,0.003840,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@6,paid_equivalent_cache_hit,MIXED,7544,0.159862,0.151644,0.168213,1206.000000,45264,0,17700747,17700747,0,7938869,0,7938869,25639616,16.231753,2.238862,6.183284,0.001856,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@6,observed_free,USD,7544,0.689422,0.678950,0.699894,5201.000000,45264,0,17700747,17700747,0,7938869,0,7938869,25639616,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@6,paid_equivalent_cache_miss,MIXED,7544,0.689422,0.678950,0.699894,5201.000000,45264,0,17700747,17700747,0,7938869,0,7938869,25639616,33.578485,4.631515,6.087267,0.000891,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@6,paid_equivalent_cache_hit,MIXED,7544,0.689422,0.678950,0.699894,5201.000000,45264,0,17700747,17700747,0,7938869,0,7938869,25639616,16.231753,2.238862,6.183284,0.000430,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,7544,0.157741,0.149523,0.165960,1190.000000,7544,0,2950081,2950081,0,1283050,0,1283050,4233131,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,7544,0.157741,0.149523,0.165960,1190.000000,7544,0,2950081,2950081,0,1283050,0,1283050,4233131,5.516181,0.760853,1.000000,0.000639,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,7544,0.157741,0.149523,0.165960,1190.000000,7544,0,2950081,2950081,0,1283050,0,1283050,4233131,2.625102,0.362083,1.000000,0.000304,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@8,observed_free,USD,7544,0.174576,0.166092,0.183192,1317.000000,60352,0,23601069,23601069,0,10601998,0,10601998,34203067,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@8,paid_equivalent_cache_miss,MIXED,7544,0.174576,0.166092,0.183192,1317.000000,60352,0,23601069,23601069,0,10601998,0,10601998,34203067,44.805065,6.180009,8.122474,0.004692,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,majority@8,paid_equivalent_cache_hit,MIXED,7544,0.174576,0.166092,0.183192,1317.000000,60352,0,23601069,23601069,0,10601998,0,10601998,34203067,21.676017,2.989796,8.257212,0.002270,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@8,observed_free,USD,7544,0.854056,0.846103,0.862010,6443.000000,60352,0,23601069,23601069,0,10601998,0,10601998,34203067,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@8,paid_equivalent_cache_miss,MIXED,7544,0.854056,0.846103,0.862010,6443.000000,60352,0,23601069,23601069,0,10601998,0,10601998,34203067,44.805065,6.180009,8.122474,0.000959,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,oracle@8,paid_equivalent_cache_hit,MIXED,7544,0.854056,0.846103,0.862010,6443.000000,60352,0,23601069,23601069,0,10601998,0,10601998,34203067,21.676017,2.989796,8.257212,0.000464,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,7544,0.157741,0.149523,0.165960,1190.000000,7544,0,2950081,2950081,0,1283050,0,1283050,4233131,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,7544,0.157741,0.149523,0.165960,1190.000000,7544,0,2950081,2950081,0,1283050,0,1283050,4233131,5.516181,0.760853,1.000000,0.000639,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,7544,0.157741,0.149523,0.165960,1190.000000,7544,0,2950081,2950081,0,1283050,0,1283050,4233131,2.625102,0.362083,1.000000,0.000304,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@8,observed_free,USD,7544,0.606045,0.595042,0.617047,4572.000000,60352,7544,37318990,23601069,13717921,10601998,726599,11328597,48647587,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@8,paid_equivalent_cache_miss,MIXED,7544,0.606045,0.595042,0.617047,4572.000000,60352,7544,37318990,23601069,13717921,10601998,726599,11328597,48647587,46.929022,8.303966,10.914021,0.001816,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,mmlu_pro,mimo,deepseek,mimo_to_deepseek,rank@8,paid_equivalent_cache_hit,MIXED,7544,0.606045,0.595042,0.617047,4572.000000,60352,7544,37318990,23601069,13717921,10601998,726599,11328597,48647587,21.917875,3.231653,8.925172,0.000707,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@10,observed_free,USD,7533,0.603213,0.592194,0.614231,4544.000000,75330,7533,45967311,29452151,16515160,13276376,308853,13585229,59552540,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@10,paid_equivalent_cache_miss,CNY,7533,0.603213,0.592194,0.614231,4544.000000,75330,7533,45967311,29452151,16515160,13276376,308853,13585229,59552540,73.137769,10.087968,13.278674,0.002220,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@10,paid_equivalent_cache_hit,CNY,7533,0.603213,0.592194,0.614231,4544.000000,75330,7533,45967311,29452151,16515160,13276376,308853,13585229,59552540,28.089804,3.874456,10.714520,0.000853,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@10,observed_free,USD,7533,0.207753,0.198593,0.216912,1565.000000,75330,0,29452151,29452151,0,13276376,0,13276376,42728527,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@10,paid_equivalent_cache_miss,CNY,7533,0.207753,0.198593,0.216912,1565.000000,75330,0,29452151,29452151,0,13276376,0,13276376,42728527,56.004903,7.724814,10.168082,0.004936,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@10,paid_equivalent_cache_hit,CNY,7533,0.207753,0.198593,0.216912,1565.000000,75330,0,29452151,29452151,0,13276376,0,13276376,42728527,27.141795,3.743696,10.352913,0.002392,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@10,observed_free,USD,7533,0.987654,0.985132,0.990044,7440.000000,75330,0,29452151,29452151,0,13276376,0,13276376,42728527,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@10,paid_equivalent_cache_miss,CNY,7533,0.987654,0.985132,0.990044,7440.000000,75330,0,29452151,29452151,0,13276376,0,13276376,42728527,56.004903,7.724814,10.168082,0.001038,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@10,paid_equivalent_cache_hit,CNY,7533,0.987654,0.985132,0.990044,7440.000000,75330,0,29452151,29452151,0,13276376,0,13276376,42728527,27.141795,3.743696,10.352913,0.000503,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,7533,0.157573,0.149343,0.165804,1187.000000,7533,0,2945157,2945157,0,1281378,0,1281378,4226535,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,7533,0.157573,0.149343,0.165804,1187.000000,7533,0,2945157,2945157,0,1281378,0,1281378,4226535,5.507913,0.759712,1.000000,0.000640,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,7533,0.157573,0.149343,0.165804,1187.000000,7533,0,2945157,2945157,0,1281378,0,1281378,4226535,2.621659,0.361608,1.000000,0.000305,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@12,observed_free,USD,7434,0.598063,0.586898,0.609228,4446.000000,89208,7434,53845544,34839492,19006052,15685186,364266,16049452,69894996,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_miss,CNY,7434,0.598063,0.586898,0.609228,4446.000000,89208,7434,53845544,34839492,19006052,15685186,364266,16049452,69894996,85.944448,11.854407,15.831967,0.002666,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_hit,CNY,7434,0.598063,0.586898,0.609228,4446.000000,89208,7434,53845544,34839492,19006052,15685186,364266,16049452,69894996,33.175815,4.575974,12.840586,0.001029,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@12,observed_free,USD,7434,0.192359,0.183481,0.201372,1430.000000,89208,0,34839492,34839492,0,15685186,0,15685186,50524678,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_miss,CNY,7434,0.192359,0.183481,0.201372,1430.000000,89208,0,34839492,34839492,0,15685186,0,15685186,50524678,66.209864,9.132395,12.196627,0.006386,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_hit,CNY,7434,0.192359,0.183481,0.201372,1430.000000,89208,0,34839492,34839492,0,15685186,0,15685186,50524678,32.067162,4.423057,12.411488,0.003093,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@12,observed_free,USD,7434,0.990718,0.988432,0.992871,7365.000000,89208,0,34839492,34839492,0,15685186,0,15685186,50524678,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_miss,CNY,7434,0.990718,0.988432,0.992871,7365.000000,89208,0,34839492,34839492,0,15685186,0,15685186,50524678,66.209864,9.132395,12.196627,0.001240,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_hit,CNY,7434,0.990718,0.988432,0.992871,7365.000000,89208,0,34839492,34839492,0,15685186,0,15685186,50524678,32.067162,4.423057,12.411488,0.000601,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,7434,0.158192,0.149987,0.166532,1176.000000,7434,0,2902925,2902925,0,1262806,0,1262806,4165731,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,7434,0.158192,0.149987,0.166532,1176.000000,7434,0,2902925,2902925,0,1262806,0,1262806,4165731,5.428537,0.748764,1.000000,0.000637,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,7434,0.158192,0.149987,0.166532,1176.000000,7434,0,2902925,2902925,0,1262806,0,1262806,4165731,2.583671,0.356368,1.000000,0.000303,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@14,observed_free,USD,7528,0.603215,0.592189,0.614240,4541.000000,105392,7528,63288568,41219899,22068669,18571953,429096,19001049,82289617,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@14,paid_equivalent_cache_miss,CNY,7528,0.603215,0.592189,0.614240,4541.000000,105392,7528,63288568,41219899,22068669,18571953,429096,19001049,82289617,101.290666,13.971126,18.402844,0.003077,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@14,paid_equivalent_cache_hit,CNY,7528,0.603215,0.592189,0.614240,4541.000000,105392,7528,63288568,41219899,22068669,18571953,429096,19001049,82289617,39.267869,5.416258,14.991940,0.001193,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@14,observed_free,USD,7528,0.197928,0.189028,0.206961,1490.000000,105392,0,41219899,41219899,0,18571953,0,18571953,59791852,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@14,paid_equivalent_cache_miss,CNY,7528,0.197928,0.189028,0.206961,1490.000000,105392,0,41219899,41219899,0,18571953,0,18571953,59791852,78.363805,10.808801,14.237412,0.007254,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@14,paid_equivalent_cache_hit,CNY,7528,0.197928,0.189028,0.206961,1490.000000,105392,0,41219899,41219899,0,18571953,0,18571953,59791852,37.968304,5.237007,14.495782,0.003515,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@14,observed_free,USD,7528,0.993358,0.991498,0.995085,7478.000000,105392,0,41219899,41219899,0,18571953,0,18571953,59791852,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@14,paid_equivalent_cache_miss,CNY,7528,0.993358,0.991498,0.995085,7478.000000,105392,0,41219899,41219899,0,18571953,0,18571953,59791852,78.363805,10.808801,14.237412,0.001445,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@14,paid_equivalent_cache_hit,CNY,7528,0.993358,0.991498,0.995085,7478.000000,105392,0,41219899,41219899,0,18571953,0,18571953,59791852,37.968304,5.237007,14.495782,0.000700,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,7528,0.157944,0.149708,0.166180,1189.000000,7528,0,2943685,2943685,0,1280196,0,1280196,4223881,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,7528,0.157944,0.149708,0.166180,1189.000000,7528,0,2943685,2943685,0,1280196,0,1280196,4223881,5.504077,0.759183,1.000000,0.000639,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,7528,0.157944,0.149708,0.166180,1189.000000,7528,0,2943685,2943685,0,1280196,0,1280196,4223881,2.619266,0.361278,1.000000,0.000304,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@16,observed_free,USD,7543,0.213973,0.204693,0.223253,1614.000000,120688,0,47203261,47203261,0,21254697,0,21254697,68457958,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@16,paid_equivalent_cache_miss,CNY,7543,0.213973,0.204693,0.223253,1614.000000,120688,0,47203261,47203261,0,21254697,0,21254697,68457958,89.712655,12.374159,16.266421,0.007667,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@16,paid_equivalent_cache_hit,CNY,7543,0.213973,0.204693,0.223253,1614.000000,120688,0,47203261,47203261,0,21254697,0,21254697,68457958,43.453459,5.993581,16.555253,0.003713,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@16,observed_free,USD,7543,0.994564,0.992841,0.996155,7502.000000,120688,0,47203261,47203261,0,21254697,0,21254697,68457958,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@16,paid_equivalent_cache_miss,CNY,7543,0.994564,0.992841,0.996155,7502.000000,120688,0,47203261,47203261,0,21254697,0,21254697,68457958,89.712655,12.374159,16.266421,0.001649,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@16,paid_equivalent_cache_hit,CNY,7543,0.994564,0.992841,0.996155,7502.000000,120688,0,47203261,47203261,0,21254697,0,21254697,68457958,43.453459,5.993581,16.555253,0.000799,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,7543,0.157762,0.149543,0.165982,1190.000000,7543,0,2949440,2949440,0,1282883,0,1282883,4232323,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,7543,0.157762,0.149543,0.165982,1190.000000,7543,0,2949440,2949440,0,1282883,0,1282883,4232323,5.515206,0.760718,1.000000,0.000639,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,7543,0.157762,0.149543,0.165982,1190.000000,7543,0,2949440,2949440,0,1282883,0,1282883,4232323,2.624755,0.362035,1.000000,0.000304,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@16,observed_free,USD,7543,0.609174,0.598170,0.620178,4595.000000,120688,7543,72091693,47203261,24888432,21254697,490295,21744992,93836685,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@16,paid_equivalent_cache_miss,CNY,7543,0.609174,0.598170,0.620178,4595.000000,120688,7543,72091693,47203261,24888432,21254697,490295,21744992,93836685,115.581677,15.942300,20.956912,0.003469,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@16,paid_equivalent_cache_hit,CNY,7543,0.609174,0.598170,0.620178,4595.000000,120688,7543,72091693,47203261,24888432,21254697,490295,21744992,93836685,44.931818,6.197492,17.118489,0.001349,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@2,observed_free,USD,7541,0.249967,0.240286,0.259780,1885.000000,15082,7541,11206988,5896651,5310337,2575014,82951,2657965,13864953,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@2,paid_equivalent_cache_miss,CNY,7541,0.249967,0.240286,0.259780,1885.000000,15082,7541,11206988,5896651,5310337,2575014,82951,2657965,13864953,16.522918,2.279023,2.996897,0.001209,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@2,paid_equivalent_cache_hit,CNY,7541,0.249967,0.240286,0.259780,1885.000000,15082,7541,11206988,5896651,5310337,2575014,82951,2657965,13864953,5.540070,0.764148,2.111314,0.000405,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@2,observed_free,USD,7541,0.145339,0.137382,0.153295,1096.000000,15082,0,5896651,5896651,0,2575014,0,2575014,8471665,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@2,paid_equivalent_cache_miss,CNY,7541,0.145339,0.137382,0.153295,1096.000000,15082,0,5896651,5896651,0,2575014,0,2575014,8471665,11.046679,1.523680,2.003627,0.001390,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@2,paid_equivalent_cache_hit,CNY,7541,0.145339,0.137382,0.153295,1096.000000,15082,0,5896651,5896651,0,2575014,0,2575014,8471665,5.267961,0.726615,2.007612,0.000663,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@2,observed_free,USD,7541,0.284843,0.274632,0.295054,2148.000000,15082,0,5896651,5896651,0,2575014,0,2575014,8471665,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@2,paid_equivalent_cache_miss,CNY,7541,0.284843,0.274632,0.295054,2148.000000,15082,0,5896651,5896651,0,2575014,0,2575014,8471665,11.046679,1.523680,2.003627,0.000709,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@2,paid_equivalent_cache_hit,CNY,7541,0.284843,0.274632,0.295054,2148.000000,15082,0,5896651,5896651,0,2575014,0,2575014,8471665,5.267961,0.726615,2.007612,0.000338,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,7541,0.157804,0.149582,0.166026,1190.000000,7541,0,2948320,2948320,0,1282512,0,1282512,4230832,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,7541,0.157804,0.149582,0.166026,1190.000000,7541,0,2948320,2948320,0,1282512,0,1282512,4230832,5.513344,0.760461,1.000000,0.000639,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,7541,0.157804,0.149582,0.166026,1190.000000,7541,0,2948320,2948320,0,1282512,0,1282512,4230832,2.623990,0.361930,1.000000,0.000304,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,7537,0.387555,0.376542,0.398567,2921.000000,30148,7537,19900730,11787885,8112845,5252580,143203,5395783,25296513,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,7537,0.387555,0.376542,0.398567,2921.000000,30148,7537,19900730,11787885,8112845,5252580,143203,5395783,25296513,30.692296,4.233420,5.570172,0.001449,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,7537,0.387555,0.376542,0.398567,2921.000000,30148,7537,19900730,11787885,8112845,5252580,143203,5395783,25296513,11.189581,1.543390,4.267398,0.000528,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,7537,0.146212,0.138251,0.154173,1102.000000,30148,0,11787885,11787885,0,5252580,0,5252580,17040465,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,7537,0.146212,0.138251,0.154173,1102.000000,30148,0,11787885,11787885,0,5252580,0,5252580,17040465,22.293045,3.074903,4.045840,0.002790,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,7537,0.146212,0.138251,0.154173,1102.000000,30148,0,11787885,11787885,0,5252580,0,5252580,17040465,10.740918,1.481506,4.096292,0.001344,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,7537,0.511477,0.500199,0.522754,3855.000000,30148,0,11787885,11787885,0,5252580,0,5252580,17040465,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,7537,0.511477,0.500199,0.522754,3855.000000,30148,0,11787885,11787885,0,5252580,0,5252580,17040465,22.293045,3.074903,4.045840,0.000798,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,7537,0.511477,0.500199,0.522754,3855.000000,30148,0,11787885,11787885,0,5252580,0,5252580,17040465,10.740918,1.481506,4.096292,0.000384,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,7537,0.157888,0.149662,0.166114,1190.000000,7537,0,2946945,2946945,0,1281585,0,1281585,4228530,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,7537,0.157888,0.149662,0.166114,1190.000000,7537,0,2946945,2946945,0,1281585,0,1281585,4228530,5.510115,0.760016,1.000000,0.000639,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,7537,0.157888,0.149662,0.166114,1190.000000,7537,0,2946945,2946945,0,1281585,0,1281585,4228530,2.622109,0.361670,1.000000,0.000304,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@6,observed_free,USD,7540,0.488329,0.477056,0.499602,3682.000000,45240,7540,28612696,17689521,10923175,7935488,196040,8131528,36744224,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@6,paid_equivalent_cache_miss,CNY,7540,0.488329,0.477056,0.499602,3682.000000,45240,7540,28612696,17689521,10923175,7935488,196040,8131528,36744224,44.875752,6.189759,8.139547,0.001681,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@6,paid_equivalent_cache_hit,CNY,7540,0.488329,0.477056,0.499602,3682.000000,45240,7540,28612696,17689521,10923175,7935488,196040,8131528,36744224,16.835310,2.322112,6.415773,0.000631,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@6,observed_free,USD,7540,0.159947,0.151724,0.168302,1206.000000,45240,0,17689521,17689521,0,7935488,0,7935488,25625009,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@6,paid_equivalent_cache_miss,CNY,7540,0.159947,0.151724,0.168302,1206.000000,45240,0,17689521,17689521,0,7935488,0,7935488,25625009,33.560497,4.629034,6.087190,0.003838,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@6,paid_equivalent_cache_hit,CNY,7540,0.159947,0.151724,0.168302,1206.000000,45240,0,17689521,17689521,0,7935488,0,7935488,25625009,16.224766,2.237899,6.183100,0.001856,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@6,observed_free,USD,7540,0.689523,0.679045,0.700000,5199.000000,45240,0,17689521,17689521,0,7935488,0,7935488,25625009,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@6,paid_equivalent_cache_miss,CNY,7540,0.689523,0.679045,0.700000,5199.000000,45240,0,17689521,17689521,0,7935488,0,7935488,25625009,33.560497,4.629034,6.087190,0.000890,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@6,paid_equivalent_cache_hit,CNY,7540,0.689523,0.679045,0.700000,5199.000000,45240,0,17689521,17689521,0,7935488,0,7935488,25625009,16.224766,2.237899,6.183100,0.000430,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,7540,0.157825,0.149602,0.166048,1190.000000,7540,0,2948210,2948210,0,1282544,0,1282544,4230754,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,7540,0.157825,0.149602,0.166048,1190.000000,7540,0,2948210,2948210,0,1282544,0,1282544,4230754,5.513298,0.760455,1.000000,0.000639,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,7540,0.157825,0.149602,0.166048,1190.000000,7540,0,2948210,2948210,0,1282544,0,1282544,4230754,2.624052,0.361938,1.000000,0.000304,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@8,observed_free,USD,7543,0.174599,0.166114,0.183216,1317.000000,60344,0,23595941,23595941,0,10600600,0,10600600,34196541,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@8,paid_equivalent_cache_miss,CNY,7543,0.174599,0.166114,0.183216,1317.000000,60344,0,23595941,23595941,0,10600600,0,10600600,34196541,44.797141,6.178916,8.122479,0.004692,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,majority@8,paid_equivalent_cache_hit,CNY,7543,0.174599,0.166114,0.183216,1317.000000,60344,0,23595941,23595941,0,10600600,0,10600600,34196541,21.673119,2.989396,8.257202,0.002270,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@8,observed_free,USD,7543,0.854169,0.846215,0.862124,6443.000000,60344,0,23595941,23595941,0,10600600,0,10600600,34196541,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@8,paid_equivalent_cache_miss,CNY,7543,0.854169,0.846215,0.862124,6443.000000,60344,0,23595941,23595941,0,10600600,0,10600600,34196541,44.797141,6.178916,8.122479,0.000959,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,oracle@8,paid_equivalent_cache_hit,CNY,7543,0.854169,0.846215,0.862124,6443.000000,60344,0,23595941,23595941,0,10600600,0,10600600,34196541,21.673119,2.989396,8.257202,0.000464,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,7543,0.157762,0.149543,0.165982,1190.000000,7543,0,2949440,2949440,0,1282883,0,1282883,4232323,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,7543,0.157762,0.149543,0.165982,1190.000000,7543,0,2949440,2949440,0,1282883,0,1282883,4232323,5.515206,0.760718,1.000000,0.000639,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,mmlu_pro,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,7543,0.157762,0.149543,0.165982,1190.000000,7543,0,2949440,2949440,0,1282883,0,1282883,4232323,2.624755,0.362035,1.000000,0.000304,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@8,observed_free,USD,7543,0.558399,0.547130,0.569535,4212.000000,60344,7543,37311802,23595941,13715861,10600600,726580,11327180,48638982,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@8,paid_equivalent_cache_miss,CNY,7543,0.558399,0.547130,0.569535,4212.000000,60344,7543,37311802,23595941,13715861,10600600,726580,11327180,48638982,59.966162,8.271195,10.872879,0.001964,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,mmlu_pro,mimo,mimo,mimo_to_mimo,rank@8,paid_equivalent_cache_hit,CNY,7543,0.558399,0.547130,0.569535,4212.000000,60344,7543,37311802,23595941,13715861,10600600,726580,11327180,48638982,23.400596,3.227668,8.915348,0.000766,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@10,observed_free,USD,725,0.681379,0.646897,0.714483,494.000000,7250,725,11821252,10029627,1791625,760375,29725,790100,12611352,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@10,paid_equivalent_cache_miss,USD,725,0.681379,0.646897,0.714483,494.000000,7250,725,11821252,10029627,1791625,760375,29725,790100,12611352,1.876203,1.876203,11.616061,0.003798,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@10,paid_equivalent_cache_hit,USD,725,0.681379,0.646897,0.714483,494.000000,7250,725,11821252,10029627,1791625,760375,29725,790100,12611352,0.254328,0.254328,10.635999,0.000515,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@10,observed_free,USD,725,0.604138,0.568276,0.640000,438.000000,7250,0,10029627,10029627,0,760375,0,760375,10790002,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@10,paid_equivalent_cache_miss,USD,725,0.604138,0.568276,0.640000,438.000000,7250,0,10029627,10029627,0,760375,0,760375,10790002,1.617053,1.617053,10.011596,0.003692,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@10,paid_equivalent_cache_hit,USD,725,0.604138,0.568276,0.640000,438.000000,7250,0,10029627,10029627,0,760375,0,760375,10790002,0.240988,0.240988,10.078120,0.000550,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@10,observed_free,USD,725,0.994483,0.988966,0.998621,721.000000,7250,0,10029627,10029627,0,760375,0,760375,10790002,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@10,paid_equivalent_cache_miss,USD,725,0.994483,0.988966,0.998621,721.000000,7250,0,10029627,10029627,0,760375,0,760375,10790002,1.617053,1.617053,10.011596,0.002243,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@10,paid_equivalent_cache_hit,USD,725,0.994483,0.988966,0.998621,721.000000,7250,0,10029627,10029627,0,760375,0,760375,10790002,0.240988,0.240988,10.078120,0.000334,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.161518,0.161518,1.000000,0.000450,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.023912,0.023912,1.000000,0.000067,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,725,0.691034,0.656552,0.724138,501.000000,8700,725,13992571,12035937,1956634,912867,35525,948392,14940963,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,725,0.691034,0.656552,0.724138,501.000000,8700,725,13992571,12035937,1956634,912867,35525,948392,14940963,2.224510,2.224510,13.772521,0.004440,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,725,0.691034,0.656552,0.724138,501.000000,8700,725,13992571,12035937,1956634,912867,35525,948392,14940963,0.304729,0.304729,12.743769,0.000608,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,725,0.633103,0.597241,0.667586,459.000000,8700,0,12035937,12035937,0,912867,0,912867,12948804,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,725,0.633103,0.597241,0.667586,459.000000,8700,0,12035937,12035937,0,912867,0,912867,12948804,1.940634,1.940634,12.014970,0.004228,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,725,0.633103,0.597241,0.667586,459.000000,8700,0,12035937,12035937,0,912867,0,912867,12948804,0.289303,0.289303,12.098653,0.000630,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,725,0.994483,0.988966,0.998621,721.000000,8700,0,12035937,12035937,0,912867,0,912867,12948804,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,725,0.994483,0.988966,0.998621,721.000000,8700,0,12035937,12035937,0,912867,0,912867,12948804,1.940634,1.940634,12.014970,0.002692,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,725,0.994483,0.988966,0.998621,721.000000,8700,0,12035937,12035937,0,912867,0,912867,12948804,0.289303,0.289303,12.098653,0.000401,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.161518,0.161518,1.000000,0.000450,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.023912,0.023912,1.000000,0.000067,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@14,observed_free,USD,721,0.679612,0.644938,0.712899,490.000000,10094,721,16076626,13967284,2109342,1058739,41097,1099836,17176462,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@14,paid_equivalent_cache_miss,USD,721,0.679612,0.644938,0.712899,490.000000,10094,721,16076626,13967284,2109342,1058739,41097,1099836,17176462,2.558682,2.558682,15.927356,0.005222,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@14,paid_equivalent_cache_hit,USD,721,0.679612,0.644938,0.712899,490.000000,10094,721,16076626,13967284,2109342,1058739,41097,1099836,17176462,0.352969,0.352969,14.846225,0.000720,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@14,observed_free,USD,721,0.608877,0.572816,0.644938,439.000000,10094,0,13967284,13967284,0,1058739,0,1058739,15026023,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@14,paid_equivalent_cache_miss,USD,721,0.608877,0.572816,0.644938,439.000000,10094,0,13967284,13967284,0,1058739,0,1058739,15026023,2.251867,2.251867,14.017486,0.005130,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@14,paid_equivalent_cache_hit,USD,721,0.608877,0.572816,0.644938,439.000000,10094,0,13967284,13967284,0,1058739,0,1058739,15026023,0.335555,0.335555,14.113775,0.000764,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@14,observed_free,USD,721,0.995839,0.990291,1.000000,718.000000,10094,0,13967284,13967284,0,1058739,0,1058739,15026023,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@14,paid_equivalent_cache_miss,USD,721,0.995839,0.990291,1.000000,718.000000,10094,0,13967284,13967284,0,1058739,0,1058739,15026023,2.251867,2.251867,14.017486,0.003136,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@14,paid_equivalent_cache_hit,USD,721,0.995839,0.990291,1.000000,718.000000,10094,0,13967284,13967284,0,1058739,0,1058739,15026023,0.335555,0.335555,14.113775,0.000467,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,721,0.495146,0.459085,0.531207,357.000000,721,0,997606,997606,0,74936,0,74936,1072542,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,721,0.495146,0.459085,0.531207,357.000000,721,0,997606,997606,0,74936,0,74936,1072542,0.160647,0.160647,1.000000,0.000450,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,721,0.495146,0.459085,0.531207,357.000000,721,0,997606,997606,0,74936,0,74936,1072542,0.023775,0.023775,1.000000,0.000067,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@16,observed_free,USD,725,0.619310,0.583448,0.655172,449.000000,11600,0,16048560,16048560,0,1217061,0,1217061,17265621,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@16,paid_equivalent_cache_miss,USD,725,0.619310,0.583448,0.655172,449.000000,11600,0,16048560,16048560,0,1217061,0,1217061,17265621,2.587575,2.587575,16.020351,0.005763,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@16,paid_equivalent_cache_hit,USD,725,0.619310,0.583448,0.655172,449.000000,11600,0,16048560,16048560,0,1217061,0,1217061,17265621,0.385713,0.385713,16.130520,0.000859,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@16,observed_free,USD,725,0.995862,0.990345,1.000000,722.000000,11600,0,16048560,16048560,0,1217061,0,1217061,17265621,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@16,paid_equivalent_cache_miss,USD,725,0.995862,0.990345,1.000000,722.000000,11600,0,16048560,16048560,0,1217061,0,1217061,17265621,2.587575,2.587575,16.020351,0.003584,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@16,paid_equivalent_cache_hit,USD,725,0.995862,0.990345,1.000000,722.000000,11600,0,16048560,16048560,0,1217061,0,1217061,17265621,0.385713,0.385713,16.130520,0.000534,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.161518,0.161518,1.000000,0.000450,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.023912,0.023912,1.000000,0.000067,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@16,observed_free,USD,725,0.688276,0.653793,0.721379,499.000000,11600,725,18334378,16048560,2285818,1217061,47125,1264186,19598564,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@16,paid_equivalent_cache_miss,USD,725,0.688276,0.653793,0.721379,499.000000,11600,725,18334378,16048560,2285818,1217061,47125,1264186,19598564,2.920785,2.920785,18.083341,0.005853,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@16,paid_equivalent_cache_hit,USD,725,0.688276,0.653793,0.721379,499.000000,11600,725,18334378,16048560,2285818,1217061,47125,1264186,19598564,0.405308,0.405308,16.949983,0.000812,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@2,observed_free,USD,725,0.637241,0.602759,0.671724,462.000000,1450,725,3138300,2005923,1132377,149903,7975,157878,3296178,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@2,paid_equivalent_cache_miss,USD,725,0.637241,0.602759,0.671724,462.000000,1450,725,3138300,2005923,1132377,149903,7975,157878,3296178,0.483568,0.483568,2.993895,0.001047,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@2,paid_equivalent_cache_hit,USD,725,0.637241,0.602759,0.671724,462.000000,1450,725,3138300,2005923,1132377,149903,7975,157878,3296178,0.052993,0.052993,2.216168,0.000115,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@2,observed_free,USD,725,0.493793,0.457931,0.529655,358.000000,1450,0,2005923,2005923,0,149903,0,149903,2155826,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@2,paid_equivalent_cache_miss,USD,725,0.493793,0.457931,0.529655,358.000000,1450,0,2005923,2005923,0,149903,0,149903,2155826,0.322802,0.322802,1.998551,0.000902,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@2,paid_equivalent_cache_hit,USD,725,0.493793,0.457931,0.529655,358.000000,1450,0,2005923,2005923,0,149903,0,149903,2155826,0.047589,0.047589,1.990172,0.000133,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@2,observed_free,USD,725,0.824828,0.797241,0.852414,598.000000,1450,0,2005923,2005923,0,149903,0,149903,2155826,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@2,paid_equivalent_cache_miss,USD,725,0.824828,0.797241,0.852414,598.000000,1450,0,2005923,2005923,0,149903,0,149903,2155826,0.322802,0.322802,1.998551,0.000540,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@2,paid_equivalent_cache_hit,USD,725,0.824828,0.797241,0.852414,598.000000,1450,0,2005923,2005923,0,149903,0,149903,2155826,0.047589,0.047589,1.990172,0.000080,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.161518,0.161518,1.000000,0.000450,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.023912,0.023912,1.000000,0.000067,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,725,0.680000,0.645517,0.713103,493.000000,2900,725,5309944,4011849,1298095,303456,13775,317231,5627175,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,725,0.680000,0.645517,0.713103,493.000000,2900,725,5309944,4011849,1298095,303456,13775,317231,5627175,0.832217,0.832217,5.152472,0.001688,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,725,0.680000,0.645517,0.713103,493.000000,2900,725,5309944,4011849,1298095,303456,13775,317231,5627175,0.103693,0.103693,4.336442,0.000210,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,725,0.573793,0.537931,0.609655,416.000000,2900,0,4011849,4011849,0,303456,0,303456,4315305,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,725,0.573793,0.537931,0.609655,416.000000,2900,0,4011849,4011849,0,303456,0,303456,4315305,0.646627,0.646627,4.003436,0.001554,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,725,0.573793,0.537931,0.609655,416.000000,2900,0,4011849,4011849,0,303456,0,303456,4315305,0.096201,0.096201,4.023126,0.000231,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,725,0.977931,0.966897,0.987586,709.000000,2900,0,4011849,4011849,0,303456,0,303456,4315305,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,725,0.977931,0.966897,0.987586,709.000000,2900,0,4011849,4011849,0,303456,0,303456,4315305,0.646627,0.646627,4.003436,0.000912,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,725,0.977931,0.966897,0.987586,709.000000,2900,0,4011849,4011849,0,303456,0,303456,4315305,0.096201,0.096201,4.023126,0.000136,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.161518,0.161518,1.000000,0.000450,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.023912,0.023912,1.000000,0.000067,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@6,observed_free,USD,725,0.702069,0.668966,0.735172,509.000000,4350,725,7479984,6017775,1462209,455424,18850,474274,7954258,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@6,paid_equivalent_cache_miss,USD,725,0.702069,0.668966,0.735172,509.000000,4350,725,7479984,6017775,1462209,455424,18850,474274,7954258,1.179994,1.179994,7.305650,0.002318,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,musr,deepseek,deepseek,deepseek_to_deepseek,rank@6,paid_equivalent_cache_hit,USD,725,0.702069,0.668966,0.735172,509.000000,4350,725,7479984,6017775,1462209,455424,18850,474274,7954258,0.153741,0.153741,6.429450,0.000302,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@6,observed_free,USD,725,0.576552,0.540690,0.612414,418.000000,4350,0,6017775,6017775,0,455424,0,455424,6473199,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@6,paid_equivalent_cache_miss,USD,725,0.576552,0.540690,0.612414,418.000000,4350,0,6017775,6017775,0,455424,0,455424,6473199,0.970007,0.970007,6.005566,0.002321,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@6,paid_equivalent_cache_hit,USD,725,0.576552,0.540690,0.612414,418.000000,4350,0,6017775,6017775,0,455424,0,455424,6473199,0.144368,0.144368,6.037471,0.000345,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@6,observed_free,USD,725,0.988966,0.980690,0.995862,717.000000,4350,0,6017775,6017775,0,455424,0,455424,6473199,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@6,paid_equivalent_cache_miss,USD,725,0.988966,0.980690,0.995862,717.000000,4350,0,6017775,6017775,0,455424,0,455424,6473199,0.970007,0.970007,6.005566,0.001353,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@6,paid_equivalent_cache_hit,USD,725,0.988966,0.980690,0.995862,717.000000,4350,0,6017775,6017775,0,455424,0,455424,6473199,0.144368,0.144368,6.037471,0.000201,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.161518,0.161518,1.000000,0.000450,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.023912,0.023912,1.000000,0.000067,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@8,observed_free,USD,725,0.575172,0.539310,0.611034,417.000000,5800,0,8023701,8023701,0,605653,0,605653,8629354,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@8,paid_equivalent_cache_miss,USD,725,0.575172,0.539310,0.611034,417.000000,5800,0,8023701,8023701,0,605653,0,605653,8629354,1.292901,1.292901,8.004687,0.003100,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,majority@8,paid_equivalent_cache_hit,USD,725,0.575172,0.539310,0.611034,417.000000,5800,0,8023701,8023701,0,605653,0,605653,8629354,0.192049,0.192049,8.031490,0.000461,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@8,observed_free,USD,725,0.990345,0.982069,0.997241,718.000000,5800,0,8023701,8023701,0,605653,0,605653,8629354,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@8,paid_equivalent_cache_miss,USD,725,0.990345,0.982069,0.997241,718.000000,5800,0,8023701,8023701,0,605653,0,605653,8629354,1.292901,1.292901,8.004687,0.001801,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,oracle@8,paid_equivalent_cache_hit,USD,725,0.990345,0.982069,0.997241,718.000000,5800,0,8023701,8023701,0,605653,0,605653,8629354,0.192049,0.192049,8.031490,0.000267,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.161518,0.161518,1.000000,0.000450,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.023912,0.023912,1.000000,0.000067,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,musr,deepseek,deepseek,deepseek_to_deepseek,rank@8,observed_free,USD,725,0.692414,0.657931,0.725517,502.000000,5800,725,9648278,8023701,1624577,605653,99569,705222,10353500,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,musr,deepseek,deepseek,deepseek_to_deepseek,rank@8,paid_equivalent_cache_miss,USD,725,0.692414,0.657931,0.725517,502.000000,5800,725,9648278,8023701,1624577,605653,99569,705222,10353500,1.548221,1.548221,9.585439,0.003084,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,musr,deepseek,deepseek,deepseek_to_deepseek,rank@8,paid_equivalent_cache_hit,USD,725,0.692414,0.657931,0.725517,502.000000,5800,725,9648278,8023701,1624577,605653,99569,705222,10353500,0.224477,0.224477,9.387630,0.000447,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,musr,deepseek,mimo,deepseek_to_mimo,rank@10,observed_free,USD,725,0.588966,0.553103,0.624828,427.000000,7250,725,11821252,10029627,1791625,760375,29725,790100,12611352,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,musr,deepseek,mimo,deepseek_to_mimo,rank@10,paid_equivalent_cache_miss,MIXED,725,0.588966,0.553103,0.624828,427.000000,7250,725,11821252,10029627,1791625,760375,29725,790100,12611352,3.468128,1.872373,11.592349,0.004385,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,musr,deepseek,mimo,deepseek_to_mimo,rank@10,paid_equivalent_cache_hit,MIXED,725,0.588966,0.553103,0.624828,427.000000,7250,725,11821252,10029627,1791625,760375,29725,790100,12611352,0.336270,0.254130,10.627718,0.000595,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@10,observed_free,USD,725,0.604138,0.568276,0.640000,438.000000,7250,0,10029627,10029627,0,760375,0,760375,10790002,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@10,paid_equivalent_cache_miss,MIXED,725,0.604138,0.568276,0.640000,438.000000,7250,0,10029627,10029627,0,760375,0,760375,10790002,1.617053,1.617053,10.011596,0.003692,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@10,paid_equivalent_cache_hit,MIXED,725,0.604138,0.568276,0.640000,438.000000,7250,0,10029627,10029627,0,760375,0,760375,10790002,0.240988,0.240988,10.078120,0.000550,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@10,observed_free,USD,725,0.994483,0.988966,0.998621,721.000000,7250,0,10029627,10029627,0,760375,0,760375,10790002,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@10,paid_equivalent_cache_miss,MIXED,725,0.994483,0.988966,0.998621,721.000000,7250,0,10029627,10029627,0,760375,0,760375,10790002,1.617053,1.617053,10.011596,0.002243,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@10,paid_equivalent_cache_hit,MIXED,725,0.994483,0.988966,0.998621,721.000000,7250,0,10029627,10029627,0,760375,0,760375,10790002,0.240988,0.240988,10.078120,0.000334,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.161518,0.161518,1.000000,0.000450,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.023912,0.023912,1.000000,0.000067,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,musr,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,722,0.578947,0.542936,0.614958,418.000000,8664,722,13918888,11971051,1947837,909648,35378,945026,14863914,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,musr,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,722,0.578947,0.542936,0.614958,418.000000,8664,722,13918888,11971051,1947837,909648,35378,945026,14863914,3.949242,2.209075,13.747091,0.005285,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,musr,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,722,0.578947,0.542936,0.614958,418.000000,8664,722,13918888,11971051,1947837,909648,35378,945026,14863914,0.397933,0.303353,12.730413,0.000726,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,722,0.631579,0.595568,0.666205,456.000000,8664,0,11971051,11971051,0,909648,0,909648,12880699,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,722,0.631579,0.595568,0.666205,456.000000,8664,0,11971051,11971051,0,909648,0,909648,12880699,1.930649,1.930649,12.014444,0.004234,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,722,0.631579,0.595568,0.666205,456.000000,8664,0,11971051,11971051,0,909648,0,909648,12880699,0.288220,0.288220,12.095346,0.000632,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,722,0.994460,0.988920,0.998615,718.000000,8664,0,11971051,11971051,0,909648,0,909648,12880699,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,722,0.994460,0.988920,0.998615,718.000000,8664,0,11971051,11971051,0,909648,0,909648,12880699,1.930649,1.930649,12.014444,0.002689,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,722,0.994460,0.988920,0.998615,718.000000,8664,0,11971051,11971051,0,909648,0,909648,12880699,0.288220,0.288220,12.095346,0.000401,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,722,0.494460,0.458449,0.530471,357.000000,722,0,997553,997553,0,75129,0,75129,1072682,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,722,0.494460,0.458449,0.530471,357.000000,722,0,997553,997553,0,75129,0,75129,1072682,0.160694,0.160694,1.000000,0.000450,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,722,0.494460,0.458449,0.530471,357.000000,722,0,997553,997553,0,75129,0,75129,1072682,0.023829,0.023829,1.000000,0.000067,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,musr,deepseek,mimo,deepseek_to_mimo,rank@14,observed_free,USD,715,0.590210,0.553846,0.626573,422.000000,10010,715,15947407,13855176,2092231,1050071,40755,1090826,17038233,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,musr,deepseek,mimo,deepseek_to_mimo,rank@14,paid_equivalent_cache_miss,MIXED,715,0.590210,0.553846,0.626573,422.000000,10010,715,15947407,13855176,2092231,1050071,40755,1090826,17038233,4.407486,2.533571,15.900308,0.006004,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,musr,deepseek,mimo,deepseek_to_mimo,rank@14,paid_equivalent_cache_hit,MIXED,715,0.590210,0.553846,0.626573,422.000000,10010,715,15947407,13855176,2092231,1050071,40755,1090826,17038233,0.456169,0.349829,14.843389,0.000829,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@14,observed_free,USD,715,0.606993,0.570629,0.641958,434.000000,10010,0,13855176,13855176,0,1050071,0,1050071,14905247,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@14,paid_equivalent_cache_miss,MIXED,715,0.606993,0.570629,0.641958,434.000000,10010,0,13855176,13855176,0,1050071,0,1050071,14905247,2.233745,2.233745,14.018646,0.005147,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@14,paid_equivalent_cache_hit,MIXED,715,0.606993,0.570629,0.641958,434.000000,10010,0,13855176,13855176,0,1050071,0,1050071,14905247,0.332814,0.332814,14.121436,0.000767,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@14,observed_free,USD,715,0.995804,0.990210,1.000000,712.000000,10010,0,13855176,13855176,0,1050071,0,1050071,14905247,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@14,paid_equivalent_cache_miss,MIXED,715,0.995804,0.990210,1.000000,712.000000,10010,0,13855176,13855176,0,1050071,0,1050071,14905247,2.233745,2.233745,14.018646,0.003137,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@14,paid_equivalent_cache_hit,MIXED,715,0.995804,0.990210,1.000000,712.000000,10010,0,13855176,13855176,0,1050071,0,1050071,14905247,0.332814,0.332814,14.121436,0.000467,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,715,0.497902,0.461538,0.534266,356.000000,715,0,989598,989598,0,74275,0,74275,1063873,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,715,0.497902,0.461538,0.534266,356.000000,715,0,989598,989598,0,74275,0,74275,1063873,0.159341,0.159341,1.000000,0.000448,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,715,0.497902,0.461538,0.534266,356.000000,715,0,989598,989598,0,74275,0,74275,1063873,0.023568,0.023568,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@16,observed_free,USD,725,0.619310,0.583448,0.655172,449.000000,11600,0,16048560,16048560,0,1217061,0,1217061,17265621,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@16,paid_equivalent_cache_miss,MIXED,725,0.619310,0.583448,0.655172,449.000000,11600,0,16048560,16048560,0,1217061,0,1217061,17265621,2.587575,2.587575,16.020351,0.005763,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@16,paid_equivalent_cache_hit,MIXED,725,0.619310,0.583448,0.655172,449.000000,11600,0,16048560,16048560,0,1217061,0,1217061,17265621,0.385713,0.385713,16.130520,0.000859,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@16,observed_free,USD,725,0.995862,0.990345,1.000000,722.000000,11600,0,16048560,16048560,0,1217061,0,1217061,17265621,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@16,paid_equivalent_cache_miss,MIXED,725,0.995862,0.990345,1.000000,722.000000,11600,0,16048560,16048560,0,1217061,0,1217061,17265621,2.587575,2.587575,16.020351,0.003584,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@16,paid_equivalent_cache_hit,MIXED,725,0.995862,0.990345,1.000000,722.000000,11600,0,16048560,16048560,0,1217061,0,1217061,17265621,0.385713,0.385713,16.130520,0.000534,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.161518,0.161518,1.000000,0.000450,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.023912,0.023912,1.000000,0.000067,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,musr,deepseek,mimo,deepseek_to_mimo,rank@16,observed_free,USD,725,0.606897,0.571034,0.642759,440.000000,11600,725,18334378,16048560,2285818,1217061,47125,1264186,19598564,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,musr,deepseek,mimo,deepseek_to_mimo,rank@16,paid_equivalent_cache_miss,MIXED,725,0.606897,0.571034,0.642759,440.000000,11600,725,18334378,16048560,2285818,1217061,47125,1264186,19598564,4.967643,2.915861,18.052855,0.006627,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,musr,deepseek,mimo,deepseek_to_mimo,rank@16,paid_equivalent_cache_hit,MIXED,725,0.606897,0.571034,0.642759,440.000000,11600,725,18334378,16048560,2285818,1217061,47125,1264186,19598564,0.525679,0.405019,16.937897,0.000920,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,musr,deepseek,mimo,deepseek_to_mimo,rank@2,observed_free,USD,724,0.577348,0.541436,0.613260,418.000000,1448,724,3135064,2003905,1131159,149667,7964,157631,3292695,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,musr,deepseek,mimo,deepseek_to_mimo,rank@2,paid_equivalent_cache_miss,MIXED,724,0.577348,0.541436,0.613260,418.000000,1448,724,3135064,2003905,1131159,149667,7964,157631,3292695,1.469540,0.480672,2.978953,0.001150,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,musr,deepseek,mimo,deepseek_to_mimo,rank@2,paid_equivalent_cache_hit,MIXED,724,0.577348,0.541436,0.613260,418.000000,1448,724,3135064,2003905,1131159,149667,7964,157631,3292695,0.086069,0.052835,2.211780,0.000126,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@2,observed_free,USD,724,0.494475,0.458564,0.530387,358.000000,1448,0,2003905,2003905,0,149667,0,149667,2153572,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@2,paid_equivalent_cache_miss,MIXED,724,0.494475,0.458564,0.530387,358.000000,1448,0,2003905,2003905,0,149667,0,149667,2153572,0.322453,0.322453,1.998395,0.000901,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@2,paid_equivalent_cache_hit,MIXED,724,0.494475,0.458564,0.530387,358.000000,1448,0,2003905,2003905,0,149667,0,149667,2153572,0.047518,0.047518,1.989200,0.000133,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@2,observed_free,USD,724,0.824586,0.796961,0.852210,597.000000,1448,0,2003905,2003905,0,149667,0,149667,2153572,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@2,paid_equivalent_cache_miss,MIXED,724,0.824586,0.796961,0.852210,597.000000,1448,0,2003905,2003905,0,149667,0,149667,2153572,0.322453,0.322453,1.998395,0.000540,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@2,paid_equivalent_cache_hit,MIXED,724,0.824586,0.796961,0.852210,597.000000,1448,0,2003905,2003905,0,149667,0,149667,2153572,0.047518,0.047518,1.989200,0.000080,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,724,0.494475,0.458564,0.530387,358.000000,724,0,1001951,1001951,0,75295,0,75295,1077246,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,724,0.494475,0.458564,0.530387,358.000000,724,0,1001951,1001951,0,75295,0,75295,1077246,0.161356,0.161356,1.000000,0.000451,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,724,0.494475,0.458564,0.530387,358.000000,724,0,1001951,1001951,0,75295,0,75295,1077246,0.023888,0.023888,1.000000,0.000067,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,musr,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,725,0.576552,0.540690,0.612414,418.000000,2900,725,5309944,4011849,1298095,303456,13775,317231,5627175,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,musr,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,725,0.576552,0.540690,0.612414,418.000000,2900,725,5309944,4011849,1298095,303456,13775,317231,5627175,1.972272,0.829474,5.135490,0.001984,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,musr,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,725,0.576552,0.540690,0.612414,418.000000,2900,725,5309944,4011849,1298095,303456,13775,317231,5627175,0.149713,0.103582,4.331800,0.000248,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,725,0.573793,0.537931,0.609655,416.000000,2900,0,4011849,4011849,0,303456,0,303456,4315305,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,725,0.573793,0.537931,0.609655,416.000000,2900,0,4011849,4011849,0,303456,0,303456,4315305,0.646627,0.646627,4.003436,0.001554,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,725,0.573793,0.537931,0.609655,416.000000,2900,0,4011849,4011849,0,303456,0,303456,4315305,0.096201,0.096201,4.023126,0.000231,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,725,0.977931,0.966897,0.987586,709.000000,2900,0,4011849,4011849,0,303456,0,303456,4315305,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,725,0.977931,0.966897,0.987586,709.000000,2900,0,4011849,4011849,0,303456,0,303456,4315305,0.646627,0.646627,4.003436,0.000912,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,725,0.977931,0.966897,0.987586,709.000000,2900,0,4011849,4011849,0,303456,0,303456,4315305,0.096201,0.096201,4.023126,0.000136,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.161518,0.161518,1.000000,0.000450,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.023912,0.023912,1.000000,0.000067,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,musr,deepseek,mimo,deepseek_to_mimo,rank@6,observed_free,USD,725,0.575172,0.539310,0.611034,417.000000,4350,725,7479984,6017775,1462209,455424,18850,474274,7954258,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,musr,deepseek,mimo,deepseek_to_mimo,rank@6,paid_equivalent_cache_miss,MIXED,725,0.575172,0.539310,0.611034,417.000000,4350,725,7479984,6017775,1462209,455424,18850,474274,7954258,2.469916,1.176891,7.286439,0.002822,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,musr,deepseek,mimo,deepseek_to_mimo,rank@6,paid_equivalent_cache_hit,MIXED,725,0.575172,0.539310,0.611034,417.000000,4350,725,7479984,6017775,1462209,455424,18850,474274,7954258,0.211313,0.153602,6.423637,0.000368,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@6,observed_free,USD,725,0.576552,0.540690,0.612414,418.000000,4350,0,6017775,6017775,0,455424,0,455424,6473199,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@6,paid_equivalent_cache_miss,MIXED,725,0.576552,0.540690,0.612414,418.000000,4350,0,6017775,6017775,0,455424,0,455424,6473199,0.970007,0.970007,6.005566,0.002321,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@6,paid_equivalent_cache_hit,MIXED,725,0.576552,0.540690,0.612414,418.000000,4350,0,6017775,6017775,0,455424,0,455424,6473199,0.144368,0.144368,6.037471,0.000345,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@6,observed_free,USD,725,0.988966,0.980690,0.995862,717.000000,4350,0,6017775,6017775,0,455424,0,455424,6473199,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@6,paid_equivalent_cache_miss,MIXED,725,0.988966,0.980690,0.995862,717.000000,4350,0,6017775,6017775,0,455424,0,455424,6473199,0.970007,0.970007,6.005566,0.001353,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@6,paid_equivalent_cache_hit,MIXED,725,0.988966,0.980690,0.995862,717.000000,4350,0,6017775,6017775,0,455424,0,455424,6473199,0.144368,0.144368,6.037471,0.000201,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.161518,0.161518,1.000000,0.000450,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.023912,0.023912,1.000000,0.000067,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@8,observed_free,USD,725,0.575172,0.539310,0.611034,417.000000,5800,0,8023701,8023701,0,605653,0,605653,8629354,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@8,paid_equivalent_cache_miss,MIXED,725,0.575172,0.539310,0.611034,417.000000,5800,0,8023701,8023701,0,605653,0,605653,8629354,1.292901,1.292901,8.004687,0.003100,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,deepseek,mimo,deepseek_to_mimo,majority@8,paid_equivalent_cache_hit,MIXED,725,0.575172,0.539310,0.611034,417.000000,5800,0,8023701,8023701,0,605653,0,605653,8629354,0.192049,0.192049,8.031490,0.000461,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@8,observed_free,USD,725,0.990345,0.982069,0.997241,718.000000,5800,0,8023701,8023701,0,605653,0,605653,8629354,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@8,paid_equivalent_cache_miss,MIXED,725,0.990345,0.982069,0.997241,718.000000,5800,0,8023701,8023701,0,605653,0,605653,8629354,1.292901,1.292901,8.004687,0.001801,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,deepseek,mimo,deepseek_to_mimo,oracle@8,paid_equivalent_cache_hit,MIXED,725,0.990345,0.982069,0.997241,718.000000,5800,0,8023701,8023701,0,605653,0,605653,8629354,0.192049,0.192049,8.031490,0.000267,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.161518,0.161518,1.000000,0.000450,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,725,0.495172,0.459310,0.531034,359.000000,725,0,1002960,1002960,0,75369,0,75369,1078329,0.023912,0.023912,1.000000,0.000067,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,musr,deepseek,mimo,deepseek_to_mimo,rank@8,observed_free,USD,725,0.608276,0.572414,0.644138,441.000000,5800,725,9648278,8023701,1624577,605653,99506,705159,10353437,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,musr,deepseek,mimo,deepseek_to_mimo,rank@8,paid_equivalent_cache_miss,MIXED,725,0.608276,0.572414,0.644138,441.000000,5800,725,9648278,8023701,1624577,605653,99506,705159,10353437,3.116490,1.544430,9.561968,0.003502,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,musr,deepseek,mimo,deepseek_to_mimo,rank@8,paid_equivalent_cache_hit,MIXED,725,0.608276,0.572414,0.644138,441.000000,5800,725,9648278,8023701,1624577,605653,99506,705159,10353437,0.423553,0.223981,9.366887,0.000508,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,musr,mimo,deepseek,mimo_to_deepseek,rank@10,observed_free,USD,725,0.580690,0.544828,0.616552,421.000000,7250,725,12275130,10029600,2245530,1214290,29725,1244015,13519145,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,musr,mimo,deepseek,mimo_to_deepseek,rank@10,paid_equivalent_cache_miss,MIXED,725,0.580690,0.544828,0.616552,421.000000,7250,725,12275130,10029600,2245530,1214290,29725,1244015,13519145,12.780877,2.041067,11.969032,0.004848,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,musr,mimo,deepseek,mimo_to_deepseek,rank@10,paid_equivalent_cache_hit,MIXED,725,0.580690,0.544828,0.616552,421.000000,7250,725,12275130,10029600,2245530,1214290,29725,1244015,13519145,2.643782,0.377255,10.791973,0.000896,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@10,observed_free,USD,725,0.401379,0.365517,0.437241,291.000000,7250,0,10029600,10029600,0,1214290,0,1214290,11243890,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@10,paid_equivalent_cache_miss,MIXED,725,0.401379,0.365517,0.437241,291.000000,7250,0,10029600,10029600,0,1214290,0,1214290,11243890,12.458180,1.718370,10.076702,0.005905,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@10,paid_equivalent_cache_hit,MIXED,725,0.401379,0.365517,0.437241,291.000000,7250,0,10029600,10029600,0,1214290,0,1214290,11243890,2.629172,0.362644,10.374002,0.001246,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@10,observed_free,USD,725,1.000000,1.000000,1.000000,725.000000,7250,0,10029600,10029600,0,1214290,0,1214290,11243890,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@10,paid_equivalent_cache_miss,MIXED,725,1.000000,1.000000,1.000000,725.000000,7250,0,10029600,10029600,0,1214290,0,1214290,11243890,12.458180,1.718370,10.076702,0.002370,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@10,paid_equivalent_cache_hit,MIXED,725,1.000000,1.000000,1.000000,725.000000,7250,0,10029600,10029600,0,1214290,0,1214290,11243890,2.629172,0.362644,10.374002,0.000500,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,1.236338,0.170529,1.000000,0.000641,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,0.253437,0.034957,1.000000,0.000131,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,musr,mimo,deepseek,mimo_to_deepseek,rank@12,observed_free,USD,725,0.620690,0.584828,0.655172,450.000000,8700,725,14536917,12035910,2501007,1457274,35525,1492799,16029716,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,musr,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_miss,MIXED,725,0.620690,0.584828,0.655172,450.000000,8700,725,14536917,12035910,2501007,1457274,35525,1492799,16029716,15.310546,2.422220,14.204153,0.005383,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,musr,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_hit,MIXED,725,0.620690,0.584828,0.655172,450.000000,8700,725,14536917,12035910,2501007,1457274,35525,1492799,16029716,3.172216,0.452159,12.934720,0.001005,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@12,observed_free,USD,725,0.394483,0.358621,0.430345,286.000000,8700,0,12035910,12035910,0,1457274,0,1457274,13493184,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_miss,MIXED,725,0.394483,0.358621,0.430345,286.000000,8700,0,12035910,12035910,0,1457274,0,1457274,13493184,14.950458,2.062132,12.092559,0.007210,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_hit,MIXED,725,0.394483,0.358621,0.430345,286.000000,8700,0,12035910,12035910,0,1457274,0,1457274,13493184,3.155266,0.435209,12.449838,0.001522,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@12,observed_free,USD,725,1.000000,1.000000,1.000000,725.000000,8700,0,12035910,12035910,0,1457274,0,1457274,13493184,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_miss,MIXED,725,1.000000,1.000000,1.000000,725.000000,8700,0,12035910,12035910,0,1457274,0,1457274,13493184,14.950458,2.062132,12.092559,0.002844,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_hit,MIXED,725,1.000000,1.000000,1.000000,725.000000,8700,0,12035910,12035910,0,1457274,0,1457274,13493184,3.155266,0.435209,12.449838,0.000600,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,1.236338,0.170529,1.000000,0.000641,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,0.253437,0.034957,1.000000,0.000131,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,musr,mimo,deepseek,mimo_to_deepseek,rank@14,observed_free,USD,704,0.600852,0.563920,0.636364,423.000000,9856,704,16283657,13606660,2676997,1653404,40128,1693532,17977189,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,musr,mimo,deepseek,mimo_to_deepseek,rank@14,paid_equivalent_cache_miss,MIXED,704,0.600852,0.563920,0.636364,423.000000,9856,704,16283657,13606660,2676997,1653404,40128,1693532,17977189,17.299483,2.718908,16.429936,0.006428,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,musr,mimo,deepseek,mimo_to_deepseek,rank@14,paid_equivalent_cache_hit,MIXED,704,0.600852,0.563920,0.636364,423.000000,9856,704,16283657,13606660,2676997,1653404,40128,1693532,17977189,3.597673,0.512378,15.017821,0.001211,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@14,observed_free,USD,704,0.413352,0.376420,0.450284,291.000000,9856,0,13606660,13606660,0,1653404,0,1653404,15260064,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@14,paid_equivalent_cache_miss,MIXED,704,0.413352,0.376420,0.450284,291.000000,9856,0,13606660,13606660,0,1653404,0,1653404,15260064,16.913468,2.332892,14.097302,0.008017,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@14,paid_equivalent_cache_hit,MIXED,704,0.413352,0.376420,0.450284,291.000000,9856,0,13606660,13606660,0,1653404,0,1653404,15260064,3.578941,0.493647,14.468814,0.001696,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@14,observed_free,USD,704,1.000000,1.000000,1.000000,704.000000,9856,0,13606660,13606660,0,1653404,0,1653404,15260064,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@14,paid_equivalent_cache_miss,MIXED,704,1.000000,1.000000,1.000000,704.000000,9856,0,13606660,13606660,0,1653404,0,1653404,15260064,16.913468,2.332892,14.097302,0.003314,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@14,paid_equivalent_cache_hit,MIXED,704,1.000000,1.000000,1.000000,704.000000,9856,0,13606660,13606660,0,1653404,0,1653404,15260064,3.578941,0.493647,14.468814,0.000701,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,704,0.365057,0.329545,0.400568,257.000000,704,0,971850,971850,0,113958,0,113958,1085808,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,704,0.365057,0.329545,0.400568,257.000000,704,0,971850,971850,0,113958,0,113958,1085808,1.199766,0.165485,1.000000,0.000644,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,704,0.365057,0.329545,0.400568,257.000000,704,0,971850,971850,0,113958,0,113958,1085808,0.247353,0.034118,1.000000,0.000133,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@16,observed_free,USD,725,0.394483,0.358621,0.430345,286.000000,11600,0,16048530,16048530,0,1941332,0,1941332,17989862,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@16,paid_equivalent_cache_miss,MIXED,725,0.394483,0.358621,0.430345,286.000000,11600,0,16048530,16048530,0,1941332,0,1941332,17989862,19.931194,2.749130,16.121188,0.009612,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@16,paid_equivalent_cache_hit,MIXED,725,0.394483,0.358621,0.430345,286.000000,11600,0,16048530,16048530,0,1941332,0,1941332,17989862,4.203635,0.579812,16.586435,0.002027,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@16,observed_free,USD,725,1.000000,1.000000,1.000000,725.000000,11600,0,16048530,16048530,0,1941332,0,1941332,17989862,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@16,paid_equivalent_cache_miss,MIXED,725,1.000000,1.000000,1.000000,725.000000,11600,0,16048530,16048530,0,1941332,0,1941332,17989862,19.931194,2.749130,16.121188,0.003792,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@16,paid_equivalent_cache_hit,MIXED,725,1.000000,1.000000,1.000000,725.000000,11600,0,16048530,16048530,0,1941332,0,1941332,17989862,4.203635,0.579812,16.586435,0.000800,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,1.236338,0.170529,1.000000,0.000641,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,0.253437,0.034957,1.000000,0.000131,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,musr,mimo,deepseek,mimo_to_deepseek,rank@16,observed_free,USD,725,0.587586,0.551724,0.623448,426.000000,11600,725,19058659,16048530,3010129,1941332,47125,1988457,21047116,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,musr,mimo,deepseek,mimo_to_deepseek,rank@16,paid_equivalent_cache_miss,MIXED,725,0.587586,0.551724,0.623448,426.000000,11600,725,19058659,16048530,3010129,1941332,47125,1988457,21047116,20.365807,3.183743,18.669804,0.007474,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,musr,mimo,deepseek,mimo_to_deepseek,rank@16,paid_equivalent_cache_hit,MIXED,725,0.587586,0.551724,0.623448,426.000000,11600,725,19058659,16048530,3010129,1941332,47125,1988457,21047116,4.225258,0.601435,17.204995,0.001412,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,musr,mimo,deepseek,mimo_to_deepseek,rank@2,observed_free,USD,725,0.555862,0.520000,0.591724,403.000000,1450,725,3224702,2005920,1218782,236284,7975,244259,3468961,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,musr,mimo,deepseek,mimo_to_deepseek,rank@2,paid_equivalent_cache_miss,MIXED,725,0.555862,0.520000,0.591724,403.000000,1450,725,3224702,2005920,1218782,236284,7975,244259,3468961,2.651350,0.514723,3.018390,0.001277,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,musr,mimo,deepseek,mimo_to_deepseek,rank@2,paid_equivalent_cache_hit,MIXED,725,0.555862,0.520000,0.591724,403.000000,1450,725,3224702,2005920,1218782,236284,7975,244259,3468961,0.518332,0.076361,2.184427,0.000189,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@2,observed_free,USD,725,0.372414,0.337931,0.408276,270.000000,1450,0,2005920,2005920,0,236284,0,236284,2242204,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@2,paid_equivalent_cache_miss,MIXED,725,0.372414,0.337931,0.408276,270.000000,1450,0,2005920,2005920,0,236284,0,236284,2242204,2.478488,0.341860,2.004703,0.001266,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@2,paid_equivalent_cache_hit,MIXED,725,0.372414,0.337931,0.408276,270.000000,1450,0,2005920,2005920,0,236284,0,236284,2242204,0.512686,0.070715,2.022914,0.000262,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@2,observed_free,USD,725,0.729655,0.696552,0.761379,529.000000,1450,0,2005920,2005920,0,236284,0,236284,2242204,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@2,paid_equivalent_cache_miss,MIXED,725,0.729655,0.696552,0.761379,529.000000,1450,0,2005920,2005920,0,236284,0,236284,2242204,2.478488,0.341860,2.004703,0.000646,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@2,paid_equivalent_cache_hit,MIXED,725,0.729655,0.696552,0.761379,529.000000,1450,0,2005920,2005920,0,236284,0,236284,2242204,0.512686,0.070715,2.022914,0.000134,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,1.236338,0.170529,1.000000,0.000641,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,0.253437,0.034957,1.000000,0.000131,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,musr,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,725,0.602759,0.566897,0.638621,437.000000,2900,725,5485064,4011840,1473224,478591,13775,492366,5977430,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,musr,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,725,0.602759,0.566897,0.638621,437.000000,2900,725,5485064,4011840,1473224,478591,13775,492366,5977430,5.179130,0.895491,5.251253,0.002049,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,musr,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,725,0.602759,0.566897,0.638621,437.000000,2900,725,5485064,4011840,1473224,478591,13775,492366,5977430,1.045401,0.151074,4.321710,0.000346,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,725,0.382069,0.346207,0.417931,277.000000,2900,0,4011840,4011840,0,478591,0,478591,4490431,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,725,0.382069,0.346207,0.417931,277.000000,2900,0,4011840,4011840,0,478591,0,478591,4490431,4.969022,0.685382,4.019152,0.002474,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,725,0.382069,0.346207,0.417931,277.000000,2900,0,4011840,4011840,0,478591,0,478591,4490431,1.037419,0.143092,4.093372,0.000517,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,725,0.983448,0.973793,0.991724,713.000000,2900,0,4011840,4011840,0,478591,0,478591,4490431,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,725,0.983448,0.973793,0.991724,713.000000,2900,0,4011840,4011840,0,478591,0,478591,4490431,4.969022,0.685382,4.019152,0.000961,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,725,0.983448,0.973793,0.991724,713.000000,2900,0,4011840,4011840,0,478591,0,478591,4490431,1.037419,0.143092,4.093372,0.000201,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,1.236338,0.170529,1.000000,0.000641,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,0.253437,0.034957,1.000000,0.000131,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,musr,mimo,deepseek,mimo_to_deepseek,rank@6,observed_free,USD,725,0.595862,0.560000,0.631724,432.000000,4350,725,7751049,6017760,1733289,726516,18850,745366,8496415,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,musr,mimo,deepseek,mimo_to_deepseek,rank@6,paid_equivalent_cache_miss,MIXED,725,0.595862,0.560000,0.631724,432.000000,4350,725,7751049,6017760,1733289,726516,18850,745366,8496415,7.718730,1.278393,7.496631,0.002959,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,musr,mimo,deepseek,mimo_to_deepseek,rank@6,paid_equivalent_cache_hit,MIXED,725,0.595862,0.560000,0.631724,432.000000,4350,725,7751049,6017760,1733289,726516,18850,745366,8496415,1.583518,0.227150,6.497983,0.000526,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@6,observed_free,USD,725,0.401379,0.365517,0.437241,291.000000,4350,0,6017760,6017760,0,726516,0,726516,6744276,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@6,paid_equivalent_cache_miss,MIXED,725,0.401379,0.365517,0.437241,291.000000,4350,0,6017760,6017760,0,726516,0,726516,6744276,7.470792,1.030454,6.042691,0.003541,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@6,paid_equivalent_cache_hit,MIXED,725,0.401379,0.365517,0.437241,291.000000,4350,0,6017760,6017760,0,726516,0,726516,6744276,1.573387,0.217019,6.208170,0.000746,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@6,observed_free,USD,725,1.000000,1.000000,1.000000,725.000000,4350,0,6017760,6017760,0,726516,0,726516,6744276,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@6,paid_equivalent_cache_miss,MIXED,725,1.000000,1.000000,1.000000,725.000000,4350,0,6017760,6017760,0,726516,0,726516,6744276,7.470792,1.030454,6.042691,0.001421,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@6,paid_equivalent_cache_hit,MIXED,725,1.000000,1.000000,1.000000,725.000000,4350,0,6017760,6017760,0,726516,0,726516,6744276,1.573387,0.217019,6.208170,0.000299,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,1.236338,0.170529,1.000000,0.000641,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,0.253437,0.034957,1.000000,0.000131,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@8,observed_free,USD,725,0.368276,0.333793,0.404138,267.000000,5800,0,8023680,8023680,0,968344,0,968344,8992024,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@8,paid_equivalent_cache_miss,MIXED,725,0.368276,0.333793,0.404138,267.000000,5800,0,8023680,8023680,0,968344,0,968344,8992024,9.960368,1.373844,8.056366,0.005145,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,mimo,deepseek,mimo_to_deepseek,majority@8,paid_equivalent_cache_hit,MIXED,725,0.368276,0.333793,0.404138,267.000000,5800,0,8023680,8023680,0,968344,0,968344,8992024,2.097162,0.289264,8.274852,0.001083,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@8,observed_free,USD,725,1.000000,1.000000,1.000000,725.000000,5800,0,8023680,8023680,0,968344,0,968344,8992024,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@8,paid_equivalent_cache_miss,MIXED,725,1.000000,1.000000,1.000000,725.000000,5800,0,8023680,8023680,0,968344,0,968344,8992024,9.960368,1.373844,8.056366,0.001895,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,mimo,deepseek,mimo_to_deepseek,oracle@8,paid_equivalent_cache_hit,MIXED,725,1.000000,1.000000,1.000000,725.000000,5800,0,8023680,8023680,0,968344,0,968344,8992024,2.097162,0.289264,8.274852,0.000399,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,1.236338,0.170529,1.000000,0.000641,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,0.253437,0.034957,1.000000,0.000131,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,musr,mimo,deepseek,mimo_to_deepseek,rank@8,observed_free,USD,725,0.604138,0.568276,0.640000,438.000000,5800,725,10010921,8023680,1987241,968344,93742,1062086,11073007,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,musr,mimo,deepseek,mimo_to_deepseek,rank@8,paid_equivalent_cache_miss,MIXED,725,0.604138,0.568276,0.640000,438.000000,5800,725,10010921,8023680,1987241,968344,93742,1062086,11073007,10.264830,1.678305,9.841757,0.003832,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,musr,mimo,deepseek,mimo_to_deepseek,rank@8,paid_equivalent_cache_hit,MIXED,725,0.604138,0.568276,0.640000,438.000000,5800,725,10010921,8023680,1987241,968344,93742,1062086,11073007,2.128974,0.321076,9.184884,0.000733,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,musr,mimo,mimo,mimo_to_mimo,rank@10,observed_free,USD,725,0.514483,0.478621,0.550345,373.000000,7250,725,12275130,10029600,2245530,1214290,29725,1244015,13519145,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,musr,mimo,mimo,mimo_to_mimo,rank@10,paid_equivalent_cache_miss,CNY,725,0.514483,0.478621,0.550345,373.000000,7250,725,12275130,10029600,2245530,1214290,29725,1244015,13519145,14.763160,2.036298,11.941066,0.005459,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,musr,mimo,mimo,mimo_to_mimo,rank@10,paid_equivalent_cache_hit,CNY,725,0.514483,0.478621,0.550345,373.000000,7250,725,12275130,10029600,2245530,1214290,29725,1244015,13519145,2.733533,0.377039,10.785794,0.001011,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@10,observed_free,USD,725,0.401379,0.365517,0.437241,291.000000,7250,0,10029600,10029600,0,1214290,0,1214290,11243890,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@10,paid_equivalent_cache_miss,CNY,725,0.401379,0.365517,0.437241,291.000000,7250,0,10029600,10029600,0,1214290,0,1214290,11243890,12.458180,1.718370,10.076702,0.005905,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@10,paid_equivalent_cache_hit,CNY,725,0.401379,0.365517,0.437241,291.000000,7250,0,10029600,10029600,0,1214290,0,1214290,11243890,2.629172,0.362644,10.374002,0.001246,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@10,observed_free,USD,725,1.000000,1.000000,1.000000,725.000000,7250,0,10029600,10029600,0,1214290,0,1214290,11243890,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@10,paid_equivalent_cache_miss,CNY,725,1.000000,1.000000,1.000000,725.000000,7250,0,10029600,10029600,0,1214290,0,1214290,11243890,12.458180,1.718370,10.076702,0.002370,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@10,paid_equivalent_cache_hit,CNY,725,1.000000,1.000000,1.000000,725.000000,7250,0,10029600,10029600,0,1214290,0,1214290,11243890,2.629172,0.362644,10.374002,0.000500,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,1.236338,0.170529,1.000000,0.000641,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,0.253437,0.034957,1.000000,0.000131,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,musr,mimo,mimo,mimo_to_mimo,rank@12,observed_free,USD,722,0.540166,0.504155,0.576177,390.000000,8664,722,14470467,11979748,2490719,1451834,35378,1487212,15957679,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,musr,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_miss,CNY,722,0.540166,0.504155,0.576177,390.000000,8664,722,14470467,11979748,2490719,1451834,35378,1487212,15957679,17.444891,2.406192,14.173914,0.006170,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,musr,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_hit,CNY,722,0.540166,0.504155,0.576177,390.000000,8664,722,14470467,11979748,2490719,1451834,35378,1487212,15957679,3.263833,0.450184,12.928149,0.001154,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@12,observed_free,USD,722,0.396122,0.360111,0.432133,286.000000,8664,0,11979748,11979748,0,1451834,0,1451834,13431582,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_miss,CNY,722,0.396122,0.360111,0.432133,286.000000,8664,0,11979748,11979748,0,1451834,0,1451834,13431582,14.883416,2.052885,12.092724,0.007178,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_hit,CNY,722,0.396122,0.360111,0.432133,286.000000,8664,0,11979748,11979748,0,1451834,0,1451834,13431582,3.143263,0.433554,12.450577,0.001516,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@12,observed_free,USD,722,1.000000,1.000000,1.000000,722.000000,8664,0,11979748,11979748,0,1451834,0,1451834,13431582,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_miss,CNY,722,1.000000,1.000000,1.000000,722.000000,8664,0,11979748,11979748,0,1451834,0,1451834,13431582,14.883416,2.052885,12.092724,0.002843,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_hit,CNY,722,1.000000,1.000000,1.000000,722.000000,8664,0,11979748,11979748,0,1451834,0,1451834,13431582,3.143263,0.433554,12.450577,0.000600,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,722,0.368421,0.333795,0.404432,266.000000,722,0,998280,998280,0,116247,0,116247,1114527,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,722,0.368421,0.333795,0.404432,266.000000,722,0,998280,998280,0,116247,0,116247,1114527,1.230774,0.169762,1.000000,0.000638,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,722,0.368421,0.333795,0.404432,266.000000,722,0,998280,998280,0,116247,0,116247,1114527,0.252460,0.034822,1.000000,0.000131,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,musr,mimo,mimo,mimo_to_mimo,rank@14,observed_free,USD,725,0.525517,0.489655,0.561379,381.000000,10150,725,16797861,14042220,2755641,1699390,41325,1740715,18538576,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,musr,mimo,mimo,mimo_to_mimo,rank@14,paid_equivalent_cache_miss,CNY,725,0.525517,0.489655,0.561379,381.000000,10150,725,16797861,14042220,2755641,1699390,41325,1740715,18538576,20.279291,2.797144,16.402747,0.007342,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,musr,mimo,mimo,mimo_to_mimo,rank@14,paid_equivalent_cache_hit,CNY,725,0.525517,0.489655,0.561379,381.000000,10150,725,16797861,14042220,2755641,1699390,41325,1740715,18538576,3.817387,0.526536,15.062391,0.001382,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@14,observed_free,USD,725,0.411034,0.375172,0.446897,298.000000,10150,0,14042220,14042220,0,1699390,0,1699390,15741610,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@14,paid_equivalent_cache_miss,CNY,725,0.411034,0.375172,0.446897,298.000000,10150,0,14042220,14042220,0,1699390,0,1699390,15741610,17.441000,2.405655,14.107014,0.008073,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@14,paid_equivalent_cache_hit,CNY,725,0.411034,0.375172,0.446897,298.000000,10150,0,14042220,14042220,0,1699390,0,1699390,15741610,3.679624,0.507534,14.518809,0.001703,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@14,observed_free,USD,725,1.000000,1.000000,1.000000,725.000000,10150,0,14042220,14042220,0,1699390,0,1699390,15741610,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@14,paid_equivalent_cache_miss,CNY,725,1.000000,1.000000,1.000000,725.000000,10150,0,14042220,14042220,0,1699390,0,1699390,15741610,17.441000,2.405655,14.107014,0.003318,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@14,paid_equivalent_cache_hit,CNY,725,1.000000,1.000000,1.000000,725.000000,10150,0,14042220,14042220,0,1699390,0,1699390,15741610,3.679624,0.507534,14.518809,0.000700,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,1.236338,0.170529,1.000000,0.000641,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,0.253437,0.034957,1.000000,0.000131,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@16,observed_free,USD,725,0.394483,0.358621,0.430345,286.000000,11600,0,16048530,16048530,0,1941332,0,1941332,17989862,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@16,paid_equivalent_cache_miss,CNY,725,0.394483,0.358621,0.430345,286.000000,11600,0,16048530,16048530,0,1941332,0,1941332,17989862,19.931194,2.749130,16.121188,0.009612,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@16,paid_equivalent_cache_hit,CNY,725,0.394483,0.358621,0.430345,286.000000,11600,0,16048530,16048530,0,1941332,0,1941332,17989862,4.203635,0.579812,16.586435,0.002027,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@16,observed_free,USD,725,1.000000,1.000000,1.000000,725.000000,11600,0,16048530,16048530,0,1941332,0,1941332,17989862,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@16,paid_equivalent_cache_miss,CNY,725,1.000000,1.000000,1.000000,725.000000,11600,0,16048530,16048530,0,1941332,0,1941332,17989862,19.931194,2.749130,16.121188,0.003792,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@16,paid_equivalent_cache_hit,CNY,725,1.000000,1.000000,1.000000,725.000000,11600,0,16048530,16048530,0,1941332,0,1941332,17989862,4.203635,0.579812,16.586435,0.000800,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,1.236338,0.170529,1.000000,0.000641,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,0.253437,0.034957,1.000000,0.000131,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,musr,mimo,mimo,mimo_to_mimo,rank@16,observed_free,USD,725,0.535172,0.499310,0.571034,388.000000,11600,725,19058659,16048530,3010129,1941332,47125,1988457,21047116,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,musr,mimo,mimo,mimo_to_mimo,rank@16,paid_equivalent_cache_miss,CNY,725,0.535172,0.499310,0.571034,388.000000,11600,725,19058659,16048530,3010129,1941332,47125,1988457,21047116,23.035573,3.177320,18.632139,0.008189,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,musr,mimo,mimo,mimo_to_mimo,rank@16,paid_equivalent_cache_hit,CNY,725,0.535172,0.499310,0.571034,388.000000,11600,725,19058659,16048530,3010129,1941332,47125,1988457,21047116,4.358087,0.601115,17.195841,0.001549,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,musr,mimo,mimo,mimo_to_mimo,rank@2,observed_free,USD,725,0.492414,0.456552,0.528276,357.000000,1450,725,3224702,2005920,1218782,236284,7975,244259,3468961,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,musr,mimo,mimo,mimo_to_mimo,rank@2,paid_equivalent_cache_miss,CNY,725,0.492414,0.456552,0.528276,357.000000,1450,725,3224702,2005920,1218782,236284,7975,244259,3468961,3.713220,0.512168,3.003407,0.001435,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,musr,mimo,mimo,mimo_to_mimo,rank@2,paid_equivalent_cache_hit,CNY,725,0.492414,0.456552,0.528276,357.000000,1450,725,3224702,2005920,1218782,236284,7975,244259,3468961,0.553012,0.076278,2.182052,0.000214,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@2,observed_free,USD,725,0.372414,0.337931,0.408276,270.000000,1450,0,2005920,2005920,0,236284,0,236284,2242204,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@2,paid_equivalent_cache_miss,CNY,725,0.372414,0.337931,0.408276,270.000000,1450,0,2005920,2005920,0,236284,0,236284,2242204,2.478488,0.341860,2.004703,0.001266,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@2,paid_equivalent_cache_hit,CNY,725,0.372414,0.337931,0.408276,270.000000,1450,0,2005920,2005920,0,236284,0,236284,2242204,0.512686,0.070715,2.022914,0.000262,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@2,observed_free,USD,725,0.729655,0.696552,0.761379,529.000000,1450,0,2005920,2005920,0,236284,0,236284,2242204,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@2,paid_equivalent_cache_miss,CNY,725,0.729655,0.696552,0.761379,529.000000,1450,0,2005920,2005920,0,236284,0,236284,2242204,2.478488,0.341860,2.004703,0.000646,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@2,paid_equivalent_cache_hit,CNY,725,0.729655,0.696552,0.761379,529.000000,1450,0,2005920,2005920,0,236284,0,236284,2242204,0.512686,0.070715,2.022914,0.000134,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,1.236338,0.170529,1.000000,0.000641,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,0.253437,0.034957,1.000000,0.000131,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,musr,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,724,0.513812,0.477901,0.549724,372.000000,2896,724,5476451,4005348,1471103,478080,13756,491836,5968287,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,musr,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,724,0.513812,0.477901,0.549724,372.000000,2896,724,5476451,4005348,1471103,478080,13756,491836,5968287,6.460123,0.891051,5.233011,0.002395,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,musr,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,724,0.513812,0.477901,0.549724,372.000000,2896,724,5476451,4005348,1471103,478080,13756,491836,5968287,1.093201,0.150786,4.317794,0.000405,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,724,0.381215,0.346685,0.417127,276.000000,2896,0,4005348,4005348,0,478080,0,478080,4483428,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,724,0.381215,0.346685,0.417127,276.000000,2896,0,4005348,4005348,0,478080,0,478080,4483428,4.961508,0.684346,4.019063,0.002480,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,724,0.381215,0.346685,0.417127,276.000000,2896,0,4005348,4005348,0,478080,0,478080,4483428,1.036267,0.142933,4.092921,0.000518,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,724,0.983425,0.973757,0.991713,712.000000,2896,0,4005348,4005348,0,478080,0,478080,4483428,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,724,0.983425,0.973757,0.991713,712.000000,2896,0,4005348,4005348,0,478080,0,478080,4483428,4.961508,0.684346,4.019063,0.000961,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,724,0.983425,0.973757,0.991713,712.000000,2896,0,4005348,4005348,0,478080,0,478080,4483428,1.036267,0.142933,4.092921,0.000201,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,724,0.366022,0.331492,0.401934,265.000000,724,0,1001337,1001337,0,116578,0,116578,1117915,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,724,0.366022,0.331492,0.401934,265.000000,724,0,1001337,1001337,0,116578,0,116578,1117915,1.234493,0.170275,1.000000,0.000643,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,724,0.366022,0.331492,0.401934,265.000000,724,0,1001337,1001337,0,116578,0,116578,1117915,0.253183,0.034922,1.000000,0.000132,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,musr,mimo,mimo,mimo_to_mimo,rank@6,observed_free,USD,725,0.511724,0.475862,0.547586,371.000000,4350,725,7751049,6017760,1733289,726516,18850,745366,8496415,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,musr,mimo,mimo,mimo_to_mimo,rank@6,paid_equivalent_cache_miss,CNY,725,0.511724,0.475862,0.547586,371.000000,4350,725,7751049,6017760,1733289,726516,18850,745366,8496415,9.241781,1.274728,7.475139,0.003436,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,musr,mimo,mimo,mimo_to_mimo,rank@6,paid_equivalent_cache_hit,CNY,725,0.511724,0.475862,0.547586,371.000000,4350,725,7751049,6017760,1733289,726516,18850,745366,8496415,1.645753,0.227000,6.493692,0.000612,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@6,observed_free,USD,725,0.401379,0.365517,0.437241,291.000000,4350,0,6017760,6017760,0,726516,0,726516,6744276,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@6,paid_equivalent_cache_miss,CNY,725,0.401379,0.365517,0.437241,291.000000,4350,0,6017760,6017760,0,726516,0,726516,6744276,7.470792,1.030454,6.042691,0.003541,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@6,paid_equivalent_cache_hit,CNY,725,0.401379,0.365517,0.437241,291.000000,4350,0,6017760,6017760,0,726516,0,726516,6744276,1.573387,0.217019,6.208170,0.000746,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@6,observed_free,USD,725,1.000000,1.000000,1.000000,725.000000,4350,0,6017760,6017760,0,726516,0,726516,6744276,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@6,paid_equivalent_cache_miss,CNY,725,1.000000,1.000000,1.000000,725.000000,4350,0,6017760,6017760,0,726516,0,726516,6744276,7.470792,1.030454,6.042691,0.001421,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@6,paid_equivalent_cache_hit,CNY,725,1.000000,1.000000,1.000000,725.000000,4350,0,6017760,6017760,0,726516,0,726516,6744276,1.573387,0.217019,6.208170,0.000299,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,1.236338,0.170529,1.000000,0.000641,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,0.253437,0.034957,1.000000,0.000131,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@8,observed_free,USD,725,0.368276,0.333793,0.404138,267.000000,5800,0,8023680,8023680,0,968344,0,968344,8992024,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@8,paid_equivalent_cache_miss,CNY,725,0.368276,0.333793,0.404138,267.000000,5800,0,8023680,8023680,0,968344,0,968344,8992024,9.960368,1.373844,8.056366,0.005145,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,mimo,mimo,mimo_to_mimo,majority@8,paid_equivalent_cache_hit,CNY,725,0.368276,0.333793,0.404138,267.000000,5800,0,8023680,8023680,0,968344,0,968344,8992024,2.097162,0.289264,8.274852,0.001083,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@8,observed_free,USD,725,1.000000,1.000000,1.000000,725.000000,5800,0,8023680,8023680,0,968344,0,968344,8992024,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@8,paid_equivalent_cache_miss,CNY,725,1.000000,1.000000,1.000000,725.000000,5800,0,8023680,8023680,0,968344,0,968344,8992024,9.960368,1.373844,8.056366,0.001895,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,mimo,mimo,mimo_to_mimo,oracle@8,paid_equivalent_cache_hit,CNY,725,1.000000,1.000000,1.000000,725.000000,5800,0,8023680,8023680,0,968344,0,968344,8992024,2.097162,0.289264,8.274852,0.000399,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,1.236338,0.170529,1.000000,0.000641,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,musr,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,725,0.366897,0.332414,0.402759,266.000000,725,0,1002960,1002960,0,116689,0,116689,1119649,0.253437,0.034957,1.000000,0.000131,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,musr,mimo,mimo,mimo_to_mimo,rank@8,observed_free,USD,725,0.540690,0.504828,0.576552,392.000000,5800,725,10010921,8023680,1987241,968344,93695,1062039,11072960,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,musr,mimo,mimo,mimo_to_mimo,rank@8,paid_equivalent_cache_miss,CNY,725,0.540690,0.504828,0.576552,392.000000,5800,725,10010921,8023680,1987241,968344,93695,1062039,11072960,12.134999,1.673793,9.815298,0.004270,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,musr,mimo,mimo,mimo_to_mimo,rank@8,paid_equivalent_cache_hit,CNY,725,0.540690,0.504828,0.576552,392.000000,5800,725,10010921,8023680,1987241,968344,93695,1062039,11072960,2.324296,0.320593,9.171067,0.000818,estimated diff --git a/data/external/evidence/formal/five_benchmark_cost_efficiency/natural_pool_size_cost_frontier_source_data.csv b/data/external/evidence/formal/five_benchmark_cost_efficiency/natural_pool_size_cost_frontier_source_data.csv new file mode 100644 index 0000000000000000000000000000000000000000..9210d92e40f167ae25b640427a63683fee9c3c60 --- /dev/null +++ b/data/external/evidence/formal/five_benchmark_cost_efficiency/natural_pool_size_cost_frontier_source_data.csv @@ -0,0 +1,257 @@ +experiment_id,population,pool_size,rank_source,benchmark,generator,selector,cell_id,strategy,cost_scenario,currency,n_questions,accuracy,ci_low,ci_high,correct_questions,generation_requests,selector_requests,prompt_tokens,generation_prompt_tokens,selector_prompt_tokens,generation_completion_tokens,selector_completion_tokens,completion_tokens,total_tokens,estimated_cost_native,estimated_cost_usd_normalized,relative_cost_vs_single,cost_per_correct,accuracy_status +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@10,observed_free,USD,11240,0.646263,0.637456,0.655071,7264.000000,112400,11240,70486834,53966048,16520786,10686517,460840,11147357,81634191,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@10,paid_equivalent_cache_miss,USD,11240,0.646263,0.637456,0.655071,7264.000000,112400,11240,70486834,53966048,16520786,10686517,460840,11147357,81634191,12.989417,12.989417,12.374456,0.001788,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@10,observed_free,USD,11240,0.624822,0.615836,0.633719,7023.000000,112400,0,53966048,53966048,0,10686517,0,10686517,64652565,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@10,paid_equivalent_cache_miss,USD,11240,0.624822,0.615836,0.633719,7023.000000,112400,0,53966048,53966048,0,10686517,0,10686517,64652565,10.547471,10.547471,10.048120,0.001502,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@10,observed_free,USD,11240,0.912811,0.907562,0.917972,10260.000000,112400,0,53966048,53966048,0,10686517,0,10686517,64652565,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@10,paid_equivalent_cache_miss,USD,11240,0.912811,0.907562,0.917972,10260.000000,112400,0,53966048,53966048,0,10686517,0,10686517,64652565,10.547471,10.547471,10.048120,0.001028,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5395879,5395879,0,1050976,0,1050976,6446855,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5395879,5395879,0,1050976,0,1050976,6446855,1.049696,1.049696,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,11240,0.643416,0.634520,0.652224,7232.000000,134880,11240,83597936,64765615,18832321,12803941,550760,13354701,96952637,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,11240,0.643416,0.634520,0.652224,7232.000000,134880,11240,83597936,64765615,18832321,12803941,550760,13354701,96952637,15.443027,15.443027,14.711764,0.002135,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,11240,0.629270,0.620374,0.638167,7073.000000,134880,0,64765615,64765615,0,12803941,0,12803941,77569556,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,11240,0.629270,0.620374,0.638167,7073.000000,134880,0,64765615,64765615,0,12803941,0,12803941,77569556,12.652290,12.652290,12.053175,0.001789,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,11240,0.933363,0.928737,0.937900,10491.000000,134880,0,64765615,64765615,0,12803941,0,12803941,77569556,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,11240,0.933363,0.928737,0.937900,10491.000000,134880,0,64765615,64765615,0,12803941,0,12803941,77569556,12.652290,12.652290,12.053175,0.001206,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5396061,5396061,0,1050921,0,1050921,6446982,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5396061,5396061,0,1050921,0,1050921,6446982,1.049706,1.049706,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@14,observed_free,USD,11207,0.645936,0.637102,0.654769,7239.000000,156898,11207,96420146,75323418,21096728,14894113,638799,15532912,111953058,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@14,paid_equivalent_cache_miss,USD,11207,0.645936,0.637102,0.654769,7239.000000,156898,11207,96420146,75323418,21096728,14894113,638799,15532912,111953058,17.848036,17.848036,17.057049,0.002466,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@14,observed_free,USD,11207,0.638440,0.629517,0.647363,7155.000000,156898,0,75323418,75323418,0,14894113,0,14894113,90217531,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@14,paid_equivalent_cache_miss,USD,11207,0.638440,0.629517,0.647363,7155.000000,156898,0,75323418,75323418,0,14894113,0,14894113,90217531,14.715630,14.715630,14.063465,0.002057,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@14,observed_free,USD,11207,0.947265,0.943071,0.951370,10616.000000,156898,0,75323418,75323418,0,14894113,0,14894113,90217531,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@14,paid_equivalent_cache_miss,USD,11207,0.947265,0.943071,0.951370,10616.000000,156898,0,75323418,75323418,0,14894113,0,14894113,90217531,14.715630,14.715630,14.063465,0.001386,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,11207,0.414295,0.405193,0.423396,4643.000000,11207,0,5378924,5378924,0,1047585,0,1047585,6426509,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,11207,0.414295,0.405193,0.423396,4643.000000,11207,0,5378924,5378924,0,1047585,0,1047585,6426509,1.046373,1.046373,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@16,observed_free,USD,11241,0.648786,0.639979,0.657593,7293.000000,179856,0,86365379,86365379,0,17079852,0,17079852,103445231,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@16,paid_equivalent_cache_miss,USD,11241,0.648786,0.639979,0.657593,7293.000000,179856,0,86365379,86365379,0,17079852,0,17079852,103445231,16.873512,16.873512,16.073272,0.002314,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@16,observed_free,USD,11241,0.957744,0.954008,0.961391,10766.000000,179856,0,86365379,86365379,0,17079852,0,17079852,103445231,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@16,paid_equivalent_cache_miss,USD,11241,0.957744,0.954008,0.961391,10766.000000,179856,0,86365379,86365379,0,17079852,0,17079852,103445231,16.873512,16.873512,16.073272,0.001567,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,1.049787,1.049787,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@16,observed_free,USD,11241,0.645405,0.636509,0.654212,7255.000000,179856,11241,109861684,86365379,23496305,17079852,730665,17810517,127672201,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@16,paid_equivalent_cache_miss,USD,11241,0.645405,0.636509,0.654212,7255.000000,179856,11241,109861684,86365379,23496305,17079852,730665,17810517,127672201,20.367581,20.367581,19.401632,0.002807,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@2,observed_free,USD,11241,0.535095,0.525843,0.544347,6015.000000,22482,11241,17985074,10792846,7192228,2113500,123651,2237151,20222225,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@2,paid_equivalent_cache_miss,USD,11241,0.535095,0.525843,0.544347,6015.000000,22482,11241,17985074,10792846,7192228,2113500,123651,2237151,20222225,3.144313,3.144313,2.995191,0.000523,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@2,observed_free,USD,11241,0.399875,0.390802,0.408949,4495.000000,22482,0,10792846,10792846,0,2113500,0,2113500,12906346,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@2,paid_equivalent_cache_miss,USD,11241,0.399875,0.390802,0.408949,4495.000000,22482,0,10792846,10792846,0,2113500,0,2113500,12906346,2.102778,2.102778,2.003052,0.000468,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@2,observed_free,USD,11241,0.596121,0.587047,0.605195,6701.000000,22482,0,10792846,10792846,0,2113500,0,2113500,12906346,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@2,paid_equivalent_cache_miss,USD,11241,0.596121,0.587047,0.605195,6701.000000,22482,0,10792846,10792846,0,2113500,0,2113500,12906346,2.102778,2.102778,2.003052,0.000314,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,1.049787,1.049787,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,11241,0.615070,0.606085,0.624055,6914.000000,44964,11241,31113226,21586762,9526464,4259386,213579,4472965,35586191,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,11241,0.615070,0.606085,0.624055,6914.000000,44964,11241,31113226,21586762,9526464,4259386,213579,4472965,35586191,5.608282,5.608282,5.342305,0.000811,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,11241,0.507339,0.498087,0.516591,5703.000000,44964,0,21586762,21586762,0,4259386,0,4259386,25846148,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,11241,0.507339,0.498087,0.516591,5703.000000,44964,0,21586762,21586762,0,4259386,0,4259386,25846148,4.214775,4.214775,4.014886,0.000739,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,11241,0.765590,0.757762,0.773419,8606.000000,44964,0,21586762,21586762,0,4259386,0,4259386,25846148,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,11241,0.765590,0.757762,0.773419,8606.000000,44964,0,21586762,21586762,0,4259386,0,4259386,25846148,4.214775,4.214775,4.014886,0.000490,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,1.049787,1.049787,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@6,observed_free,USD,11241,0.637043,0.628147,0.645939,7161.000000,67446,11241,44241153,32381287,11859866,6404414,292276,6696690,50937843,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@6,paid_equivalent_cache_miss,USD,11241,0.637043,0.628147,0.645939,7161.000000,67446,11241,44241153,32381287,11859866,6404414,292276,6696690,50937843,8.068835,8.068835,7.686164,0.001127,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@6,observed_free,USD,11241,0.573170,0.564007,0.582333,6443.000000,67446,0,32381287,32381287,0,6404414,0,6404414,38785701,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@6,paid_equivalent_cache_miss,USD,11241,0.573170,0.564007,0.582333,6443.000000,67446,0,32381287,32381287,0,6404414,0,6404414,38785701,6.326616,6.326616,6.026571,0.000982,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@6,observed_free,USD,11241,0.840584,0.833823,0.847345,9449.000000,67446,0,32381287,32381287,0,6404414,0,6404414,38785701,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@6,paid_equivalent_cache_miss,USD,11241,0.840584,0.833823,0.847345,9449.000000,67446,0,32381287,32381287,0,6404414,0,6404414,38785701,6.326616,6.326616,6.026571,0.000670,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,1.049787,1.049787,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@8,observed_free,USD,11241,0.606974,0.597901,0.615959,6823.000000,89928,0,43175896,43175896,0,8543869,0,8543869,51719765,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@8,paid_equivalent_cache_miss,USD,11241,0.606974,0.597901,0.615959,6823.000000,89928,0,43175896,43175896,0,8543869,0,8543869,51719765,8.436909,8.436909,8.036782,0.001237,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@8,observed_free,USD,11241,0.884263,0.878303,0.890134,9940.000000,89928,0,43175896,43175896,0,8543869,0,8543869,51719765,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@8,paid_equivalent_cache_miss,USD,11241,0.884263,0.878303,0.890134,9940.000000,89928,0,43175896,43175896,0,8543869,0,8543869,51719765,8.436909,8.436909,8.036782,0.000849,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,1.049787,1.049787,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@8,observed_free,USD,11241,0.640512,0.631616,0.649408,7200.000000,89928,11241,57363425,43175896,14187529,8543869,1307253,9851122,67214547,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@8,paid_equivalent_cache_miss,USD,11241,0.640512,0.631616,0.649408,7200.000000,89928,11241,57363425,43175896,14187529,8543869,1307253,9851122,67214547,10.789194,10.789194,10.277508,0.001498,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@10,observed_free,USD,11227,0.583059,0.573973,0.592144,6546.000000,112270,11227,70391505,53891218,16500287,10674005,460307,11134312,81525817,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@10,paid_equivalent_cache_miss,MIXED,11227,0.583059,0.573973,0.592144,6546.000000,112270,11227,70391505,53891218,16500287,10674005,460307,11134312,81525817,27.954393,12.936375,12.340407,0.001976,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@10,observed_free,USD,11227,0.624566,0.615570,0.633473,7012.000000,112270,0,53891218,53891218,0,10674005,0,10674005,64565223,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@10,paid_equivalent_cache_miss,MIXED,11227,0.624566,0.615570,0.633473,7012.000000,112270,0,53891218,53891218,0,10674005,0,10674005,64565223,10.533492,10.533492,10.048223,0.001502,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@10,observed_free,USD,11227,0.912800,0.907544,0.917966,10248.000000,112270,0,53891218,53891218,0,10674005,0,10674005,64565223,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@10,paid_equivalent_cache_miss,MIXED,11227,0.912800,0.907544,0.917966,10248.000000,112270,0,53891218,53891218,0,10674005,0,10674005,64565223,10.533492,10.533492,10.048223,0.001028,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,11227,0.414358,0.405273,0.423443,4652.000000,11227,0,5388396,5388396,0,1049710,0,1049710,6438106,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,11227,0.414358,0.405273,0.423443,4652.000000,11227,0,5388396,5388396,0,1049710,0,1049710,6438106,1.048294,1.048294,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,11067,0.590042,0.580916,0.599169,6530.000000,132804,11067,82328527,63786920,18541607,12604485,542283,13146768,95475295,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,11067,0.590042,0.580916,0.599169,6530.000000,132804,11067,82328527,63786920,18541607,12604485,542283,13146768,95475295,32.085598,15.166483,14.672859,0.002323,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,11067,0.628083,0.619048,0.637119,6951.000000,132804,0,63786920,63786920,0,12604485,0,12604485,76391405,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,11067,0.628083,0.619048,0.637119,6951.000000,132804,0,63786920,63786920,0,12604485,0,12604485,76391405,12.459425,12.459425,12.053907,0.001792,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,11067,0.932863,0.928165,0.937472,10324.000000,132804,0,63786920,63786920,0,12604485,0,12604485,76391405,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,11067,0.932863,0.928165,0.937472,10324.000000,132804,0,63786920,63786920,0,12604485,0,12604485,76391405,12.459425,12.459425,12.053907,0.001207,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,11067,0.414656,0.405530,0.423873,4589.000000,11067,0,5314521,5314521,0,1034318,0,1034318,6348839,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,11067,0.414656,0.405530,0.423873,4589.000000,11067,0,5314521,5314521,0,1034318,0,1034318,6348839,1.033642,1.033642,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@14,observed_free,USD,11010,0.598002,0.588828,0.607175,6584.000000,154140,11010,94764279,74035599,20728680,14632502,627570,15260072,110024351,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@14,paid_equivalent_cache_miss,MIXED,11010,0.598002,0.588828,0.607175,6584.000000,154140,11010,94764279,74035599,20728680,14632502,627570,15260072,110024351,36.445904,17.494335,17.012010,0.002657,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@14,observed_free,USD,11010,0.639328,0.630336,0.648320,7039.000000,154140,0,74035599,74035599,0,14632502,0,14632502,88668101,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@14,paid_equivalent_cache_miss,MIXED,11010,0.639328,0.630336,0.648320,7039.000000,154140,0,74035599,74035599,0,14632502,0,14632502,88668101,14.462084,14.462084,14.063360,0.002055,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@14,observed_free,USD,11010,0.947502,0.943324,0.951589,10432.000000,154140,0,74035599,74035599,0,14632502,0,14632502,88668101,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@14,paid_equivalent_cache_miss,MIXED,11010,0.947502,0.943324,0.951589,10432.000000,154140,0,74035599,74035599,0,14632502,0,14632502,88668101,14.462084,14.462084,14.063360,0.001386,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,11010,0.414078,0.404905,0.423252,4559.000000,11010,0,5286965,5286965,0,1029202,0,1029202,6316167,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,11010,0.414078,0.404905,0.423252,4559.000000,11010,0,5286965,5286965,0,1029202,0,1029202,6316167,1.028352,1.028352,1.000000,0.000226,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@16,observed_free,USD,11240,0.648754,0.639947,0.657562,7292.000000,179840,0,86361651,86361651,0,17079105,0,17079105,103440756,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@16,paid_equivalent_cache_miss,MIXED,11240,0.648754,0.639947,0.657562,7292.000000,179840,0,86361651,86361651,0,17079105,0,17079105,103440756,16.872781,16.872781,16.073326,0.002314,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@16,observed_free,USD,11240,0.957740,0.954004,0.961388,10765.000000,179840,0,86361651,86361651,0,17079105,0,17079105,103440756,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@16,paid_equivalent_cache_miss,MIXED,11240,0.957740,0.954004,0.961388,10765.000000,179840,0,86361651,86361651,0,17079105,0,17079105,103440756,16.872781,16.872781,16.073326,0.001567,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5396092,5396092,0,1051017,0,1051017,6447109,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5396092,5396092,0,1051017,0,1051017,6447109,1.049738,1.049738,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@16,observed_free,USD,11240,0.598221,0.589146,0.607295,6724.000000,179840,11240,109856884,86361651,23495233,17079105,730600,17809705,127666589,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@16,paid_equivalent_cache_miss,MIXED,11240,0.598221,0.589146,0.607295,6724.000000,179840,11240,109856884,86361651,23495233,17079105,730600,17809705,127666589,41.829214,20.315047,19.352493,0.003021,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@2,observed_free,USD,11239,0.513391,0.504137,0.522644,5770.000000,22478,11239,17980759,10790200,7190559,2113099,123629,2236728,20217487,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@2,paid_equivalent_cache_miss,MIXED,11239,0.513391,0.504137,0.522644,5770.000000,22478,11239,17980759,10790200,7190559,2113099,123629,2236728,20217487,9.540113,3.128202,2.980480,0.000542,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@2,observed_free,USD,11239,0.399947,0.390871,0.409022,4495.000000,22478,0,10790200,10790200,0,2113099,0,2113099,12903299,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@2,paid_equivalent_cache_miss,MIXED,11239,0.399947,0.390871,0.409022,4495.000000,22478,0,10790200,10790200,0,2113099,0,2113099,12903299,2.102296,2.102296,2.003020,0.000468,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@2,observed_free,USD,11239,0.596049,0.586974,0.605125,6699.000000,22478,0,10790200,10790200,0,2113099,0,2113099,12903299,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@2,paid_equivalent_cache_miss,MIXED,11239,0.596049,0.586974,0.605125,6699.000000,22478,0,10790200,10790200,0,2113099,0,2113099,12903299,2.102296,2.102296,2.003020,0.000314,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,11239,0.414361,0.405285,0.423436,4657.000000,11239,0,5395002,5395002,0,1050938,0,1050938,6445940,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,11239,0.414361,0.405285,0.423436,4657.000000,11239,0,5395002,5395002,0,1050938,0,1050938,6445940,1.049563,1.049563,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,11231,0.567269,0.558098,0.576440,6371.000000,44924,11231,31073450,21558304,9515146,4255071,213389,4468460,35541910,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,11231,0.567269,0.558098,0.576440,6371.000000,44924,11231,31073450,21558304,9515146,4255071,213389,4468460,35541910,14.151506,5.580882,5.322821,0.000876,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,11231,0.507346,0.498086,0.516606,5698.000000,44924,0,21558304,21558304,0,4255071,0,4255071,25813375,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,11231,0.507346,0.498086,0.516606,5698.000000,44924,0,21558304,21558304,0,4255071,0,4255071,25813375,4.209582,4.209582,4.014930,0.000739,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,11231,0.765649,0.757813,0.773484,8599.000000,44924,0,21558304,21558304,0,4255071,0,4255071,25813375,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,11231,0.765649,0.757813,0.773484,8599.000000,44924,0,21558304,21558304,0,4255071,0,4255071,25813375,4.209582,4.209582,4.014930,0.000490,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,11231,0.414389,0.405307,0.423471,4654.000000,11231,0,5389212,5389212,0,1049974,0,1049974,6439186,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,11231,0.414389,0.405307,0.423471,4654.000000,11231,0,5389212,5389212,0,1049974,0,1049974,6439186,1.048482,1.048482,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@6,observed_free,USD,11230,0.577916,0.568744,0.587088,6490.000000,67380,11230,44193039,32345802,11847237,6397756,291980,6689736,50882775,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@6,paid_equivalent_cache_miss,MIXED,11230,0.577916,0.568744,0.587088,6490.000000,67380,11230,44193039,32345802,11847237,6397756,291980,6689736,50882775,18.750981,8.034432,7.661603,0.001238,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@6,observed_free,USD,11230,0.573375,0.564203,0.582547,6439.000000,67380,0,32345802,32345802,0,6397756,0,6397756,38743558,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@6,paid_equivalent_cache_miss,MIXED,11230,0.573375,0.564203,0.582547,6439.000000,67380,0,32345802,32345802,0,6397756,0,6397756,38743558,6.319784,6.319784,6.026521,0.000981,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@6,observed_free,USD,11230,0.840695,0.833927,0.847462,9441.000000,67380,0,32345802,32345802,0,6397756,0,6397756,38743558,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@6,paid_equivalent_cache_miss,MIXED,11230,0.840695,0.833927,0.847462,9441.000000,67380,0,32345802,32345802,0,6397756,0,6397756,38743558,6.319784,6.319784,6.026521,0.000669,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,11230,0.414426,0.405343,0.423508,4654.000000,11230,0,5390412,5390412,0,1050016,0,1050016,6440428,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,11230,0.414426,0.405343,0.423508,4654.000000,11230,0,5390412,5390412,0,1050016,0,1050016,6440428,1.048662,1.048662,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@8,observed_free,USD,11240,0.606940,0.597865,0.615925,6822.000000,89920,0,43174032,43174032,0,8543470,0,8543470,51717502,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@8,paid_equivalent_cache_miss,MIXED,11240,0.606940,0.597865,0.615925,6822.000000,89920,0,43174032,43174032,0,8543470,0,8543470,51717502,8.436536,8.436536,8.036802,0.001237,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@8,observed_free,USD,11240,0.884253,0.878292,0.890125,9939.000000,89920,0,43174032,43174032,0,8543470,0,8543470,51717502,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@8,paid_equivalent_cache_miss,MIXED,11240,0.884253,0.878292,0.890125,9939.000000,89920,0,43174032,43174032,0,8543470,0,8543470,51717502,8.436536,8.436536,8.036802,0.000849,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5396092,5396092,0,1051017,0,1051017,6447109,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5396092,5396092,0,1051017,0,1051017,6447109,1.049738,1.049738,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,deepseek,mimo,deepseek_to_mimo,rank@8,observed_free,USD,11240,0.594395,0.585320,0.603470,6681.000000,89920,11240,57360907,43174032,14186875,8543470,1306501,9849971,67210878,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,deepseek,mimo,deepseek_to_mimo,rank@8,paid_equivalent_cache_miss,MIXED,11240,0.594395,0.585320,0.603470,6681.000000,89920,11240,57360907,43174032,14186875,8543470,1306501,9849971,67210878,25.236413,10.753760,10.244232,0.001610,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@10,observed_free,USD,11241,0.588916,0.579842,0.597990,6620.000000,112410,11241,80192418,53963391,26229027,20394512,460881,20855393,101047811,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@10,paid_equivalent_cache_miss,MIXED,11241,0.588916,0.579842,0.597990,6620.000000,112410,11241,80192418,53963391,26229027,20394512,460881,20855393,101047811,98.553525,16.870409,13.087200,0.002548,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@10,observed_free,USD,11241,0.202028,0.194645,0.209501,2271.000000,112410,0,53963391,53963391,0,20394512,0,20394512,74357903,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@10,paid_equivalent_cache_miss,MIXED,11241,0.202028,0.194645,0.209501,2271.000000,112410,0,53963391,53963391,0,20394512,0,20394512,74357903,94.752415,13.069299,10.138494,0.005755,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@10,observed_free,USD,11241,0.988969,0.987012,0.990837,11117.000000,112410,0,53963391,53963391,0,20394512,0,20394512,74357903,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@10,paid_equivalent_cache_miss,MIXED,11241,0.988969,0.987012,0.990837,11117.000000,112410,0,53963391,53963391,0,20394512,0,20394512,74357903,94.752415,13.069299,10.138494,0.001176,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,9.345806,1.289077,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@12,observed_free,USD,11224,0.579116,0.569939,0.588204,6500.000000,134688,11224,95073400,64651572,30421828,24403634,549976,24953610,120027010,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_miss,MIXED,11224,0.579116,0.569939,0.588204,6500.000000,134688,11224,95073400,64651572,30421828,24403634,549976,24953610,120027010,117.871889,20.062544,15.590829,0.003087,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@12,observed_free,USD,11224,0.187990,0.180773,0.195207,2110.000000,134688,0,64651572,64651572,0,24403634,0,24403634,89055206,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_miss,MIXED,11224,0.187990,0.180773,0.195207,2110.000000,134688,0,64651572,64651572,0,24403634,0,24403634,89055206,113.458840,15.649495,12.161399,0.007417,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@12,observed_free,USD,11224,0.991536,0.989843,0.993229,11129.000000,134688,0,64651572,64651572,0,24403634,0,24403634,89055206,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_miss,MIXED,11224,0.991536,0.989843,0.993229,11129.000000,134688,0,64651572,64651572,0,24403634,0,24403634,89055206,113.458840,15.649495,12.161399,0.001406,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,11224,0.162865,0.156094,0.169726,1828.000000,11224,0,5387102,5387102,0,1971161,0,1971161,7358263,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,11224,0.162865,0.156094,0.169726,1828.000000,11224,0,5387102,5387102,0,1971161,0,1971161,7358263,9.329424,1.286817,1.000000,0.000704,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@14,observed_free,USD,11127,0.579401,0.570235,0.588568,6447.000000,155778,11127,108998201,74588386,34409815,28265425,634239,28899664,137897865,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@14,paid_equivalent_cache_miss,MIXED,11127,0.579401,0.570235,0.588568,6447.000000,155778,11127,108998201,74588386,34409815,28265425,634239,28899664,137897865,136.114197,23.080373,18.114841,0.003580,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@14,observed_free,USD,11127,0.194931,0.187562,0.202301,2169.000000,155778,0,74588386,74588386,0,28265425,0,28265425,102853811,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@14,paid_equivalent_cache_miss,MIXED,11127,0.194931,0.187562,0.202301,2169.000000,155778,0,74588386,74588386,0,28265425,0,28265425,102853811,131.119236,18.085412,14.194501,0.008338,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@14,observed_free,USD,11127,0.993529,0.992001,0.994967,11055.000000,155778,0,74588386,74588386,0,28265425,0,28265425,102853811,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@14,paid_equivalent_cache_miss,MIXED,11127,0.993529,0.992001,0.994967,11055.000000,155778,0,74588386,74588386,0,28265425,0,28265425,102853811,131.119236,18.085412,14.194501,0.001636,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,11127,0.162308,0.155478,0.169228,1806.000000,11127,0,5326886,5326886,0,1955219,0,1955219,7282105,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,11127,0.162308,0.155478,0.169228,1806.000000,11127,0,5326886,5326886,0,1955219,0,1955219,7282105,9.237324,1.274114,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@16,observed_free,USD,11241,0.202829,0.195445,0.210302,2280.000000,179856,0,86358187,86358187,0,32627518,0,32627518,118985705,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@16,paid_equivalent_cache_miss,MIXED,11241,0.202829,0.195445,0.210302,2280.000000,179856,0,86358187,86358187,0,32627518,0,32627518,118985705,151.613223,20.912169,16.222591,0.009172,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@16,observed_free,USD,11241,0.994662,0.993239,0.995997,11181.000000,179856,0,86358187,86358187,0,32627518,0,32627518,118985705,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@16,paid_equivalent_cache_miss,MIXED,11241,0.994662,0.993239,0.995997,11181.000000,179856,0,86358187,86358187,0,32627518,0,32627518,118985705,151.613223,20.912169,16.222591,0.001870,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,9.345806,1.289077,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@16,observed_free,USD,11241,0.577262,0.568099,0.586425,6489.000000,179856,11241,125401856,86358187,39043669,32627518,730665,33358183,158760039,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@16,paid_equivalent_cache_miss,MIXED,11241,0.577262,0.568099,0.586425,6489.000000,179856,11241,125401856,86358187,39043669,32627518,730665,33358183,158760039,157.283923,26.582869,20.621630,0.004097,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@2,observed_free,USD,11241,0.257272,0.249177,0.265368,2892.000000,22482,11241,19828832,10792562,9036270,3957535,123651,4081186,23910018,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@2,paid_equivalent_cache_miss,MIXED,11241,0.257272,0.249177,0.265368,2892.000000,22482,11241,19828832,10792562,9036270,3957535,123651,4081186,23910018,20.007332,3.880063,3.009954,0.001342,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@2,observed_free,USD,11241,0.153189,0.146517,0.159861,1722.000000,22482,0,10792562,10792562,0,3957535,0,3957535,14750097,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@2,paid_equivalent_cache_miss,MIXED,11241,0.153189,0.146517,0.159861,1722.000000,22482,0,10792562,10792562,0,3957535,0,3957535,14750097,18.707632,2.580363,2.001714,0.001498,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@2,observed_free,USD,11241,0.304065,0.295614,0.312606,3418.000000,22482,0,10792562,10792562,0,3957535,0,3957535,14750097,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@2,paid_equivalent_cache_miss,MIXED,11241,0.304065,0.295614,0.312606,3418.000000,22482,0,10792562,10792562,0,3957535,0,3957535,14750097,18.707632,2.580363,2.001714,0.000755,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,9.345806,1.289077,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,11241,0.388133,0.379148,0.397118,4363.000000,44964,11241,34927613,21585217,13342396,8075435,213579,8289014,43216627,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,11241,0.388133,0.379148,0.397118,4363.000000,44964,11241,34927613,21585217,13342396,8075435,213579,8289014,43216627,39.663825,7.132715,5.533195,0.001635,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,11241,0.155947,0.149275,0.162708,1753.000000,44964,0,21585217,21585217,0,8075435,0,8075435,29660652,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,11241,0.155947,0.149275,0.162708,1753.000000,44964,0,21585217,21585217,0,8075435,0,8075435,29660652,37.736087,5.204978,4.037756,0.002969,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,11241,0.537497,0.528245,0.546749,6042.000000,44964,0,21585217,21585217,0,8075435,0,8075435,29660652,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,11241,0.537497,0.528245,0.546749,6042.000000,44964,0,21585217,21585217,0,8075435,0,8075435,29660652,37.736087,5.204978,4.037756,0.000861,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,9.345806,1.289077,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@6,observed_free,USD,11241,0.470599,0.461347,0.479851,5290.000000,67446,11241,50027521,32377939,17649582,12194382,292266,12486648,62514169,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@6,paid_equivalent_cache_miss,MIXED,11241,0.470599,0.461347,0.479851,5290.000000,67446,11241,50027521,32377939,17649582,12194382,292266,12486648,62514169,59.319479,10.382666,8.054341,0.001963,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@6,observed_free,USD,11241,0.164131,0.157281,0.170981,1845.000000,67446,0,32377939,32377939,0,12194382,0,12194382,44572321,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@6,paid_equivalent_cache_miss,MIXED,11241,0.164131,0.157281,0.170981,1845.000000,67446,0,32377939,32377939,0,12194382,0,12194382,44572321,56.766703,7.829890,6.074028,0.004244,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@6,observed_free,USD,11241,0.707588,0.699137,0.715951,7954.000000,67446,0,32377939,32377939,0,12194382,0,12194382,44572321,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@6,paid_equivalent_cache_miss,MIXED,11241,0.707588,0.699137,0.715951,7954.000000,67446,0,32377939,32377939,0,12194382,0,12194382,44572321,56.766703,7.829890,6.074028,0.000984,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,9.345806,1.289077,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@8,observed_free,USD,11241,0.175607,0.168579,0.182635,1974.000000,89928,0,43170665,43170665,0,16284228,0,16284228,59454893,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@8,paid_equivalent_cache_miss,MIXED,11241,0.175607,0.168579,0.182635,1974.000000,89928,0,43170665,43170665,0,16284228,0,16284228,59454893,75.739121,10.446775,8.104074,0.005292,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@8,observed_free,USD,11241,0.859265,0.852771,0.865670,9659.000000,89928,0,43170665,43170665,0,16284228,0,16284228,59454893,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@8,paid_equivalent_cache_miss,MIXED,11241,0.859265,0.852771,0.865670,9659.000000,89928,0,43170665,43170665,0,16284228,0,16284228,59454893,75.739121,10.446775,8.104074,0.001082,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,9.345806,1.289077,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,mimo,deepseek,mimo_to_deepseek,rank@8,observed_free,USD,11241,0.532871,0.523619,0.542123,5990.000000,89928,11241,65098309,43170665,21927644,16284228,1217295,17501523,82599832,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,mimo,deepseek,mimo_to_deepseek,rank@8,paid_equivalent_cache_miss,MIXED,11241,0.532871,0.523619,0.542123,5990.000000,89928,11241,65098309,43170665,21927644,16284228,1217295,17501523,82599832,79.149834,13.857488,10.749930,0.002313,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,mimo,mimo,mimo_to_mimo,rank@10,observed_free,USD,11229,0.499955,0.490694,0.509217,5614.000000,112290,11229,80115937,53910851,26205086,20376291,460389,20836680,100952617,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,mimo,mimo,mimo_to_mimo,rank@10,paid_equivalent_cache_miss,CNY,11229,0.499955,0.490694,0.509217,5614.000000,112290,11229,80115937,53910851,26205086,20376291,460389,20836680,100952617,121.789297,16.798524,13.044368,0.002992,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@10,observed_free,USD,11229,0.201799,0.194407,0.209280,2266.000000,112290,0,53910851,53910851,0,20376291,0,20376291,74287142,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@10,paid_equivalent_cache_miss,CNY,11229,0.201799,0.194407,0.209280,2266.000000,112290,0,53910851,53910851,0,20376291,0,20376291,74287142,94.663433,13.057025,10.139024,0.005762,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@10,observed_free,USD,11229,0.989046,0.987087,0.990916,11106.000000,112290,0,53910851,53910851,0,20376291,0,20376291,74287142,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@10,paid_equivalent_cache_miss,CNY,11229,0.989046,0.987087,0.990916,11106.000000,112290,0,53910851,53910851,0,20376291,0,20376291,74287142,94.663433,13.057025,10.139024,0.001176,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,11229,0.162526,0.155757,0.169383,1825.000000,11229,0,5391020,5391020,0,1972763,0,1972763,7363783,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,11229,0.162526,0.155757,0.169383,1825.000000,11229,0,5391020,5391020,0,1972763,0,1972763,7363783,9.336546,1.287799,1.000000,0.000706,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,mimo,mimo,mimo_to_mimo,rank@12,observed_free,USD,11091,0.498783,0.489496,0.508070,5532.000000,133092,11091,93975674,63923096,30052578,24102556,543459,24646015,118621689,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_miss,CNY,11091,0.498783,0.489496,0.508070,5532.000000,133092,11091,93975674,63923096,30052578,24102556,543459,24646015,118621689,143.267704,19.761063,15.540130,0.003572,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@12,observed_free,USD,11091,0.188712,0.181499,0.196015,2093.000000,133092,0,63923096,63923096,0,24102556,0,24102556,88025652,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_miss,CNY,11091,0.188712,0.181499,0.196015,2093.000000,133092,0,63923096,63923096,0,24102556,0,24102556,88025652,112.128208,15.465960,12.162455,0.007389,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@12,observed_free,USD,11091,0.991434,0.989721,0.993148,10996.000000,133092,0,63923096,63923096,0,24102556,0,24102556,88025652,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_miss,CNY,11091,0.991434,0.989721,0.993148,10996.000000,133092,0,63923096,63923096,0,24102556,0,24102556,88025652,112.128208,15.465960,12.162455,0.001407,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,11091,0.163466,0.156613,0.170408,1813.000000,11091,0,5326402,5326402,0,1946405,0,1946405,7272807,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,11091,0.163466,0.156613,0.170408,1813.000000,11091,0,5326402,5326402,0,1946405,0,1946405,7272807,9.219212,1.271615,1.000000,0.000701,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,mimo,mimo,mimo_to_mimo,rank@14,observed_free,USD,11219,0.500758,0.491488,0.510028,5618.000000,157066,11219,110149134,75432391,34716743,28505316,639483,29144799,139293933,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,mimo,mimo,mimo_to_mimo,rank@14,paid_equivalent_cache_miss,CNY,11219,0.500758,0.491488,0.510028,5618.000000,157066,11219,110149134,75432391,34716743,28505316,639483,29144799,139293933,168.438732,23.232929,18.054950,0.004135,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@14,observed_free,USD,11219,0.194937,0.187628,0.202335,2187.000000,157066,0,75432391,75432391,0,28505316,0,28505316,103937707,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@14,paid_equivalent_cache_miss,CNY,11219,0.194937,0.187628,0.202335,2187.000000,157066,0,75432391,75432391,0,28505316,0,28505316,103937707,132.443023,18.268003,14.196569,0.008353,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@14,observed_free,USD,11219,0.993582,0.992067,0.995008,11147.000000,157066,0,75432391,75432391,0,28505316,0,28505316,103937707,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@14,paid_equivalent_cache_miss,CNY,11219,0.993582,0.992067,0.995008,11147.000000,157066,0,75432391,75432391,0,28505316,0,28505316,103937707,132.443023,18.268003,14.196569,0.001639,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,11219,0.162849,0.156075,0.169712,1827.000000,11219,0,5387167,5387167,0,1971029,0,1971029,7358196,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,11219,0.162849,0.156075,0.169712,1827.000000,11219,0,5387167,5387167,0,1971029,0,1971029,7358196,9.329225,1.286790,1.000000,0.000704,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@16,observed_free,USD,11240,0.202847,0.195463,0.210320,2280.000000,179840,0,86347931,86347931,0,32624723,0,32624723,118972654,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@16,paid_equivalent_cache_miss,CNY,11240,0.202847,0.195463,0.210320,2280.000000,179840,0,86347931,86347931,0,32624723,0,32624723,118972654,151.597377,20.909983,16.222594,0.009171,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@16,observed_free,USD,11240,0.994662,0.993238,0.995996,11180.000000,179840,0,86347931,86347931,0,32624723,0,32624723,118972654,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@16,paid_equivalent_cache_miss,CNY,11240,0.994662,0.993238,0.995996,11180.000000,179840,0,86347931,86347931,0,32624723,0,32624723,118972654,151.597377,20.909983,16.222594,0.001870,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,11240,0.162633,0.155872,0.169484,1828.000000,11240,0,5395633,5395633,0,1974599,0,1974599,7370232,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,11240,0.162633,0.155872,0.169484,1828.000000,11240,0,5395633,5395633,0,1974599,0,1974599,7370232,9.344831,1.288942,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,mimo,mimo,mimo_to_mimo,rank@16,observed_free,USD,11240,0.508452,0.499199,0.517705,5715.000000,179840,11240,125388076,86347931,39040145,32624723,730600,33355323,158743399,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,mimo,mimo,mimo_to_mimo,rank@16,paid_equivalent_cache_miss,CNY,11240,0.508452,0.499199,0.517705,5715.000000,179840,11240,125388076,86347931,39040145,32624723,730600,33355323,158743399,192.098722,26.496375,20.556685,0.004636,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,mimo,mimo,mimo_to_mimo,rank@2,observed_free,USD,11238,0.243460,0.235540,0.251379,2736.000000,22476,11238,19822505,10789040,9033465,3956407,123618,4080025,23902530,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,mimo,mimo,mimo_to_mimo,rank@2,paid_equivalent_cache_miss,CNY,11238,0.243460,0.235540,0.251379,2736.000000,22476,11238,19822505,10789040,9033465,3956407,123618,4080025,23902530,27.982555,3.859663,2.995040,0.001411,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@2,observed_free,USD,11238,0.153230,0.146556,0.159904,1722.000000,22476,0,10789040,10789040,0,3956407,0,3956407,14745447,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@2,paid_equivalent_cache_miss,CNY,11238,0.153230,0.146556,0.159904,1722.000000,22476,0,10789040,10789040,0,3956407,0,3956407,14745447,18.701854,2.579566,2.001704,0.001498,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@2,observed_free,USD,11238,0.304147,0.295693,0.312689,3418.000000,22476,0,10789040,10789040,0,3956407,0,3956407,14745447,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@2,paid_equivalent_cache_miss,CNY,11238,0.304147,0.295693,0.312689,3418.000000,22476,0,10789040,10789040,0,3956407,0,3956407,14745447,18.701854,2.579566,2.001704,0.000755,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,11238,0.162662,0.155900,0.169514,1828.000000,11238,0,5394513,5394513,0,1974228,0,1974228,7368741,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,11238,0.162662,0.155900,0.169514,1828.000000,11238,0,5394513,5394513,0,1974228,0,1974228,7368741,9.342969,1.288685,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,11233,0.347636,0.338823,0.356450,3905.000000,44932,11233,34898613,21566181,13332432,8070134,213427,8283561,43182174,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,11233,0.347636,0.338823,0.356450,3905.000000,44932,11233,34898613,21566181,13332432,8070134,213427,8283561,43182174,51.465735,7.098722,5.511490,0.001818,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,11233,0.155791,0.149114,0.162557,1750.000000,44932,0,21566181,21566181,0,8070134,0,8070134,29636315,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,11233,0.155791,0.149114,0.162557,1750.000000,44932,0,21566181,21566181,0,8070134,0,8070134,29636315,37.706449,5.200890,4.038002,0.002972,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,11233,0.537523,0.528265,0.546782,6038.000000,44932,0,21566181,21566181,0,8070134,0,8070134,29636315,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,11233,0.537523,0.528265,0.546782,6038.000000,44932,0,21566181,21566181,0,8070134,0,8070134,29636315,37.706449,5.200890,4.038002,0.000861,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,11233,0.162646,0.155880,0.169501,1827.000000,11233,0,5391515,5391515,0,1973190,0,1973190,7364705,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,11233,0.162646,0.155880,0.169501,1827.000000,11233,0,5391515,5391515,0,1973190,0,1973190,7364705,9.337895,1.287986,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,mimo,mimo,mimo_to_mimo,rank@6,observed_free,USD,11237,0.421732,0.412566,0.430898,4739.000000,67422,11237,50011020,32366713,17644307,12191001,292162,12483163,62494183,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,mimo,mimo,mimo_to_mimo,rank@6,paid_equivalent_cache_miss,CNY,11237,0.421732,0.412566,0.430898,4739.000000,67422,11237,50011020,32366713,17644307,12191001,292162,12483163,62494183,74.977346,10.341703,8.025042,0.002182,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@6,observed_free,USD,11237,0.164190,0.157337,0.171042,1845.000000,67422,0,32366713,32366713,0,12191001,0,12191001,44557714,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@6,paid_equivalent_cache_miss,CNY,11237,0.164190,0.157337,0.171042,1845.000000,67422,0,32366713,32366713,0,12191001,0,12191001,44557714,56.748715,7.827409,6.073979,0.004242,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@6,observed_free,USD,11237,0.707662,0.699208,0.716027,7952.000000,67422,0,32366713,32366713,0,12191001,0,12191001,44557714,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@6,paid_equivalent_cache_miss,CNY,11237,0.707662,0.699208,0.716027,7952.000000,67422,0,32366713,32366713,0,12191001,0,12191001,44557714,56.748715,7.827409,6.073979,0.000984,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,11237,0.162677,0.155914,0.169529,1828.000000,11237,0,5394403,5394403,0,1974260,0,1974260,7368663,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,11237,0.162677,0.155914,0.169529,1828.000000,11237,0,5394403,5394403,0,1974260,0,1974260,7368663,9.342923,1.288679,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@8,observed_free,USD,11240,0.175623,0.168594,0.182651,1974.000000,89920,0,43165537,43165537,0,16282830,0,16282830,59448367,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@8,paid_equivalent_cache_miss,CNY,11240,0.175623,0.168594,0.182651,1974.000000,89920,0,43165537,43165537,0,16282830,0,16282830,59448367,75.731197,10.445682,8.104075,0.005292,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@8,observed_free,USD,11240,0.859342,0.852847,0.865747,9659.000000,89920,0,43165537,43165537,0,16282830,0,16282830,59448367,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@8,paid_equivalent_cache_miss,CNY,11240,0.859342,0.852847,0.865747,9659.000000,89920,0,43165537,43165537,0,16282830,0,16282830,59448367,75.731197,10.445682,8.104075,0.001081,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,11240,0.162633,0.155872,0.169484,1828.000000,11240,0,5395633,5395633,0,1974599,0,1974599,7370232,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,11240,0.162633,0.155872,0.169484,1828.000000,11240,0,5395633,5395633,0,1974599,0,1974599,7370232,9.344831,1.288942,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,mimo,mimo,mimo_to_mimo,rank@8,observed_free,USD,11240,0.473577,0.464324,0.482829,5323.000000,89920,11240,65091121,43165537,21925584,16282830,1217328,17500158,82591279,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,mimo,mimo,mimo_to_mimo,rank@8,paid_equivalent_cache_miss,CNY,11240,0.473577,0.464324,0.482829,5323.000000,89920,11240,65091121,43165537,21925584,16282830,1217328,17500158,82591279,100.091437,13.805715,10.710889,0.002594,estimated diff --git a/data/external/evidence/formal/five_benchmark_cost_efficiency/natural_pool_size_incremental_cost_effectiveness.csv b/data/external/evidence/formal/five_benchmark_cost_efficiency/natural_pool_size_incremental_cost_effectiveness.csv new file mode 100644 index 0000000000000000000000000000000000000000..f64515488fce31d5dc95ce25ee64dd6349aa06ef --- /dev/null +++ b/data/external/evidence/formal/five_benchmark_cost_efficiency/natural_pool_size_incremental_cost_effectiveness.csv @@ -0,0 +1,385 @@ +experiment_id,population,pool_size,benchmark,generator,selector,cell_id,cost_scenario,strategy_a,strategy_b,delta_accuracy,delta_correct_questions,delta_cost_usd_normalized,incremental_cost_per_extra_correct +cost_efficiency_pool_size_2x2_pilot,strict_common,10,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,majority@10,single@1,0.210320,2364.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,10,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,rank@10,majority@10,0.021441,241.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,10,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,oracle@10,majority@10,0.287989,3237.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,10,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,rank@10,single@1,0.231761,2605.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,12,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,majority@12,single@1,0.214768,2414.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,12,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,rank@12,majority@12,0.014146,159.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,12,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,oracle@12,majority@12,0.304093,3418.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,12,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,rank@12,single@1,0.228914,2573.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,14,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,majority@14,single@1,0.224145,2512.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,14,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,rank@14,majority@14,0.007496,84.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,14,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,oracle@14,majority@14,0.308825,3461.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,14,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,rank@14,single@1,0.231641,2596.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,16,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,majority@16,single@1,0.234321,2634.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,16,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,rank@16,majority@16,-0.003381,-38.000000,0.000000, +cost_efficiency_pool_size_2x2_pilot,strict_common,16,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,oracle@16,majority@16,0.308958,3473.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,16,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,rank@16,single@1,0.230940,2596.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,2,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,majority@2,single@1,-0.014590,-164.000000,0.000000, +cost_efficiency_pool_size_2x2_pilot,strict_common,2,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,rank@2,majority@2,0.135220,1520.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,2,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,oracle@2,majority@2,0.196246,2206.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,2,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,rank@2,single@1,0.120630,1356.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,4,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,majority@4,single@1,0.092874,1044.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,4,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,rank@4,majority@4,0.107731,1211.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,4,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,oracle@4,majority@4,0.258251,2903.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,4,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,rank@4,single@1,0.200605,2255.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,6,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,majority@6,single@1,0.158705,1784.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,6,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,rank@6,majority@6,0.063873,718.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,6,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,oracle@6,majority@6,0.267414,3006.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,6,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,rank@6,single@1,0.222578,2502.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,8,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,majority@8,single@1,0.192509,2164.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,8,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,rank@8,majority@8,0.033538,377.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,8,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,oracle@8,majority@8,0.277289,3117.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,8,__global__,deepseek,deepseek,deepseek_to_deepseek,observed_free,rank@8,single@1,0.226047,2541.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,10,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,majority@10,single@1,0.210320,2364.000000,2.833948,0.001199 +cost_efficiency_pool_size_2x2_pilot,strict_common,10,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,rank@10,majority@10,0.021441,241.000000,0.175293,0.000727 +cost_efficiency_pool_size_2x2_pilot,strict_common,10,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,oracle@10,majority@10,0.287989,3237.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,10,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,rank@10,single@1,0.231761,2605.000000,3.009241,0.001155 +cost_efficiency_pool_size_2x2_pilot,strict_common,12,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,majority@12,single@1,0.214768,2414.000000,3.457080,0.001432 +cost_efficiency_pool_size_2x2_pilot,strict_common,12,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,rank@12,majority@12,0.014146,159.000000,0.206944,0.001302 +cost_efficiency_pool_size_2x2_pilot,strict_common,12,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,oracle@12,majority@12,0.304093,3418.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,12,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,rank@12,single@1,0.228914,2573.000000,3.664024,0.001424 +cost_efficiency_pool_size_2x2_pilot,strict_common,14,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,majority@14,single@1,0.224145,2512.000000,4.072872,0.001621 +cost_efficiency_pool_size_2x2_pilot,strict_common,14,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,rank@14,majority@14,0.007496,84.000000,0.237935,0.002833 +cost_efficiency_pool_size_2x2_pilot,strict_common,14,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,oracle@14,majority@14,0.308825,3461.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,14,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,rank@14,single@1,0.231641,2596.000000,4.310807,0.001661 +cost_efficiency_pool_size_2x2_pilot,strict_common,16,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,majority@16,single@1,0.234321,2634.000000,4.714770,0.001790 +cost_efficiency_pool_size_2x2_pilot,strict_common,16,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,rank@16,majority@16,-0.003381,-38.000000,0.270375, +cost_efficiency_pool_size_2x2_pilot,strict_common,16,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,oracle@16,majority@16,0.308958,3473.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,16,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,rank@16,single@1,0.230940,2596.000000,4.985145,0.001920 +cost_efficiency_pool_size_2x2_pilot,strict_common,2,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,majority@2,single@1,-0.014590,-164.000000,0.312588, +cost_efficiency_pool_size_2x2_pilot,strict_common,2,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,rank@2,majority@2,0.135220,1520.000000,0.054760,0.000036 +cost_efficiency_pool_size_2x2_pilot,strict_common,2,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,oracle@2,majority@2,0.196246,2206.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,2,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,rank@2,single@1,0.120630,1356.000000,0.367348,0.000271 +cost_efficiency_pool_size_2x2_pilot,strict_common,4,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,majority@4,single@1,0.092874,1044.000000,0.943659,0.000904 +cost_efficiency_pool_size_2x2_pilot,strict_common,4,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,rank@4,majority@4,0.107731,1211.000000,0.086476,0.000071 +cost_efficiency_pool_size_2x2_pilot,strict_common,4,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,oracle@4,majority@4,0.258251,2903.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,4,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,rank@4,single@1,0.200605,2255.000000,1.030135,0.000457 +cost_efficiency_pool_size_2x2_pilot,strict_common,6,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,majority@6,single@1,0.158705,1784.000000,1.574492,0.000883 +cost_efficiency_pool_size_2x2_pilot,strict_common,6,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,rank@6,majority@6,0.063873,718.000000,0.115044,0.000160 +cost_efficiency_pool_size_2x2_pilot,strict_common,6,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,oracle@6,majority@6,0.267414,3006.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,6,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,rank@6,single@1,0.222578,2502.000000,1.689536,0.000675 +cost_efficiency_pool_size_2x2_pilot,strict_common,8,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,majority@8,single@1,0.192509,2164.000000,2.203764,0.001018 +cost_efficiency_pool_size_2x2_pilot,strict_common,8,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,rank@8,majority@8,0.033538,377.000000,0.405756,0.001076 +cost_efficiency_pool_size_2x2_pilot,strict_common,8,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,oracle@8,majority@8,0.277289,3117.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,8,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_hit,rank@8,single@1,0.226047,2541.000000,2.609520,0.001027 +cost_efficiency_pool_size_2x2_pilot,strict_common,10,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_miss,majority@10,single@1,0.210320,2364.000000,9.497775,0.004018 +cost_efficiency_pool_size_2x2_pilot,strict_common,10,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_miss,rank@10,majority@10,0.021441,241.000000,2.441946,0.010133 +cost_efficiency_pool_size_2x2_pilot,strict_common,10,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_miss,oracle@10,majority@10,0.287989,3237.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,10,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_miss,rank@10,single@1,0.231761,2605.000000,11.939721,0.004583 +cost_efficiency_pool_size_2x2_pilot,strict_common,12,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_miss,majority@12,single@1,0.214768,2414.000000,11.602584,0.004806 +cost_efficiency_pool_size_2x2_pilot,strict_common,12,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_miss,rank@12,majority@12,0.014146,159.000000,2.790737,0.017552 +cost_efficiency_pool_size_2x2_pilot,strict_common,12,__global__,deepseek,deepseek,deepseek_to_deepseek,paid_equivalent_cache_miss,oracle@12,majority@12,0.304093,3418.000000,0.000000,0.000000 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+cost_efficiency_pool_size_2x2_pilot,strict_common,6,__global__,mimo,mimo,mimo_to_mimo,paid_equivalent_cache_miss,oracle@6,majority@6,0.543472,6107.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,6,__global__,mimo,mimo,mimo_to_mimo,paid_equivalent_cache_miss,rank@6,single@1,0.259055,2911.000000,9.053024,0.003110 +cost_efficiency_pool_size_2x2_pilot,strict_common,8,__global__,mimo,mimo,mimo_to_mimo,paid_equivalent_cache_miss,majority@8,single@1,0.012990,146.000000,9.156740,0.062717 +cost_efficiency_pool_size_2x2_pilot,strict_common,8,__global__,mimo,mimo,mimo_to_mimo,paid_equivalent_cache_miss,rank@8,majority@8,0.297954,3349.000000,3.360033,0.001003 +cost_efficiency_pool_size_2x2_pilot,strict_common,8,__global__,mimo,mimo,mimo_to_mimo,paid_equivalent_cache_miss,oracle@8,majority@8,0.683719,7685.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,8,__global__,mimo,mimo,mimo_to_mimo,paid_equivalent_cache_miss,rank@8,single@1,0.310944,3495.000000,12.516773,0.003581 diff --git a/data/external/evidence/formal/five_benchmark_cost_efficiency/natural_pool_size_strategy_accuracy_cost.csv b/data/external/evidence/formal/five_benchmark_cost_efficiency/natural_pool_size_strategy_accuracy_cost.csv new file mode 100644 index 0000000000000000000000000000000000000000..2d5bf1f8ee2838a053fc7444cba5a2547fdaf8a6 --- /dev/null +++ b/data/external/evidence/formal/five_benchmark_cost_efficiency/natural_pool_size_strategy_accuracy_cost.csv @@ -0,0 +1,385 @@ +experiment_id,population,pool_size,rank_source,benchmark,generator,selector,cell_id,strategy,cost_scenario,currency,n_questions,accuracy,ci_low,ci_high,correct_questions,generation_requests,selector_requests,prompt_tokens,generation_prompt_tokens,selector_prompt_tokens,generation_completion_tokens,selector_completion_tokens,completion_tokens,total_tokens,estimated_cost_native,estimated_cost_usd_normalized,relative_cost_vs_single,cost_per_correct,accuracy_status +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@10,observed_free,USD,11240,0.646263,0.637456,0.655071,7264.000000,112400,11240,70486834,53966048,16520786,10686517,460840,11147357,81634191,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@10,paid_equivalent_cache_miss,USD,11240,0.646263,0.637456,0.655071,7264.000000,112400,11240,70486834,53966048,16520786,10686517,460840,11147357,81634191,12.989417,12.989417,12.374456,0.001788,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@10,paid_equivalent_cache_hit,USD,11240,0.646263,0.637456,0.655071,7264.000000,112400,11240,70486834,53966048,16520786,10686517,460840,11147357,81634191,3.318623,3.318623,10.726620,0.000457,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@10,observed_free,USD,11240,0.624822,0.615836,0.633719,7023.000000,112400,0,53966048,53966048,0,10686517,0,10686517,64652565,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@10,paid_equivalent_cache_miss,USD,11240,0.624822,0.615836,0.633719,7023.000000,112400,0,53966048,53966048,0,10686517,0,10686517,64652565,10.547471,10.547471,10.048120,0.001502,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@10,paid_equivalent_cache_hit,USD,11240,0.624822,0.615836,0.633719,7023.000000,112400,0,53966048,53966048,0,10686517,0,10686517,64652565,3.143330,3.143330,10.160029,0.000448,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@10,observed_free,USD,11240,0.912811,0.907562,0.917972,10260.000000,112400,0,53966048,53966048,0,10686517,0,10686517,64652565,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@10,paid_equivalent_cache_miss,USD,11240,0.912811,0.907562,0.917972,10260.000000,112400,0,53966048,53966048,0,10686517,0,10686517,64652565,10.547471,10.547471,10.048120,0.001028,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@10,paid_equivalent_cache_hit,USD,11240,0.912811,0.907562,0.917972,10260.000000,112400,0,53966048,53966048,0,10686517,0,10686517,64652565,3.143330,3.143330,10.160029,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5395879,5395879,0,1050976,0,1050976,6446855,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5395879,5395879,0,1050976,0,1050976,6446855,1.049696,1.049696,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5395879,5395879,0,1050976,0,1050976,6446855,0.309382,0.309382,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@12,observed_free,USD,11240,0.643416,0.634520,0.652224,7232.000000,134880,11240,83597936,64765615,18832321,12803941,550760,13354701,96952637,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_miss,USD,11240,0.643416,0.634520,0.652224,7232.000000,134880,11240,83597936,64765615,18832321,12803941,550760,13354701,96952637,15.443027,15.443027,14.711764,0.002135,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@12,paid_equivalent_cache_hit,USD,11240,0.643416,0.634520,0.652224,7232.000000,134880,11240,83597936,64765615,18832321,12803941,550760,13354701,96952637,3.973391,3.973391,12.843616,0.000549,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@12,observed_free,USD,11240,0.629270,0.620374,0.638167,7073.000000,134880,0,64765615,64765615,0,12803941,0,12803941,77569556,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_miss,USD,11240,0.629270,0.620374,0.638167,7073.000000,134880,0,64765615,64765615,0,12803941,0,12803941,77569556,12.652290,12.652290,12.053175,0.001789,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@12,paid_equivalent_cache_hit,USD,11240,0.629270,0.620374,0.638167,7073.000000,134880,0,64765615,64765615,0,12803941,0,12803941,77569556,3.766447,3.766447,12.174689,0.000533,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@12,observed_free,USD,11240,0.933363,0.928737,0.937900,10491.000000,134880,0,64765615,64765615,0,12803941,0,12803941,77569556,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_miss,USD,11240,0.933363,0.928737,0.937900,10491.000000,134880,0,64765615,64765615,0,12803941,0,12803941,77569556,12.652290,12.652290,12.053175,0.001206,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@12,paid_equivalent_cache_hit,USD,11240,0.933363,0.928737,0.937900,10491.000000,134880,0,64765615,64765615,0,12803941,0,12803941,77569556,3.766447,3.766447,12.174689,0.000359,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5396061,5396061,0,1050921,0,1050921,6446982,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5396061,5396061,0,1050921,0,1050921,6446982,1.049706,1.049706,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5396061,5396061,0,1050921,0,1050921,6446982,0.309367,0.309367,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@14,observed_free,USD,11207,0.645936,0.637102,0.654769,7239.000000,156898,11207,96420146,75323418,21096728,14894113,638799,15532912,111953058,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@14,paid_equivalent_cache_miss,USD,11207,0.645936,0.637102,0.654769,7239.000000,156898,11207,96420146,75323418,21096728,14894113,638799,15532912,111953058,17.848036,17.848036,17.057049,0.002466,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@14,paid_equivalent_cache_hit,USD,11207,0.645936,0.637102,0.654769,7239.000000,156898,11207,96420146,75323418,21096728,14894113,638799,15532912,111953058,4.619192,4.619192,14.978653,0.000638,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@14,observed_free,USD,11207,0.638440,0.629517,0.647363,7155.000000,156898,0,75323418,75323418,0,14894113,0,14894113,90217531,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@14,paid_equivalent_cache_miss,USD,11207,0.638440,0.629517,0.647363,7155.000000,156898,0,75323418,75323418,0,14894113,0,14894113,90217531,14.715630,14.715630,14.063465,0.002057,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@14,paid_equivalent_cache_hit,USD,11207,0.638440,0.629517,0.647363,7155.000000,156898,0,75323418,75323418,0,14894113,0,14894113,90217531,4.381257,4.381257,14.207102,0.000612,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@14,observed_free,USD,11207,0.947265,0.943071,0.951370,10616.000000,156898,0,75323418,75323418,0,14894113,0,14894113,90217531,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@14,paid_equivalent_cache_miss,USD,11207,0.947265,0.943071,0.951370,10616.000000,156898,0,75323418,75323418,0,14894113,0,14894113,90217531,14.715630,14.715630,14.063465,0.001386,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@14,paid_equivalent_cache_hit,USD,11207,0.947265,0.943071,0.951370,10616.000000,156898,0,75323418,75323418,0,14894113,0,14894113,90217531,4.381257,4.381257,14.207102,0.000413,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,11207,0.414295,0.405193,0.423396,4643.000000,11207,0,5378924,5378924,0,1047585,0,1047585,6426509,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,11207,0.414295,0.405193,0.423396,4643.000000,11207,0,5378924,5378924,0,1047585,0,1047585,6426509,1.046373,1.046373,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,11207,0.414295,0.405193,0.423396,4643.000000,11207,0,5378924,5378924,0,1047585,0,1047585,6426509,0.308385,0.308385,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@16,observed_free,USD,11241,0.648786,0.639979,0.657593,7293.000000,179856,0,86365379,86365379,0,17079852,0,17079852,103445231,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@16,paid_equivalent_cache_miss,USD,11241,0.648786,0.639979,0.657593,7293.000000,179856,0,86365379,86365379,0,17079852,0,17079852,103445231,16.873512,16.873512,16.073272,0.002314,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@16,paid_equivalent_cache_hit,USD,11241,0.648786,0.639979,0.657593,7293.000000,179856,0,86365379,86365379,0,17079852,0,17079852,103445231,5.024182,5.024182,16.237838,0.000689,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@16,observed_free,USD,11241,0.957744,0.954008,0.961391,10766.000000,179856,0,86365379,86365379,0,17079852,0,17079852,103445231,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@16,paid_equivalent_cache_miss,USD,11241,0.957744,0.954008,0.961391,10766.000000,179856,0,86365379,86365379,0,17079852,0,17079852,103445231,16.873512,16.873512,16.073272,0.001567,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@16,paid_equivalent_cache_hit,USD,11241,0.957744,0.954008,0.961391,10766.000000,179856,0,86365379,86365379,0,17079852,0,17079852,103445231,5.024182,5.024182,16.237838,0.000467,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,1.049787,1.049787,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,0.309412,0.309412,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@16,observed_free,USD,11241,0.645405,0.636509,0.654212,7255.000000,179856,11241,109861684,86365379,23496305,17079852,730665,17810517,127672201,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@16,paid_equivalent_cache_miss,USD,11241,0.645405,0.636509,0.654212,7255.000000,179856,11241,109861684,86365379,23496305,17079852,730665,17810517,127672201,20.367581,20.367581,19.401632,0.002807,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@16,paid_equivalent_cache_hit,USD,11241,0.645405,0.636509,0.654212,7255.000000,179856,11241,109861684,86365379,23496305,17079852,730665,17810517,127672201,5.294557,5.294557,17.111673,0.000730,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@2,observed_free,USD,11241,0.535095,0.525843,0.544347,6015.000000,22482,11241,17985074,10792846,7192228,2113500,123651,2237151,20222225,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@2,paid_equivalent_cache_miss,USD,11241,0.535095,0.525843,0.544347,6015.000000,22482,11241,17985074,10792846,7192228,2113500,123651,2237151,20222225,3.144313,3.144313,2.995191,0.000523,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@2,paid_equivalent_cache_hit,USD,11241,0.535095,0.525843,0.544347,6015.000000,22482,11241,17985074,10792846,7192228,2113500,123651,2237151,20222225,0.676760,0.676760,2.187245,0.000113,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@2,observed_free,USD,11241,0.399875,0.390802,0.408949,4495.000000,22482,0,10792846,10792846,0,2113500,0,2113500,12906346,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@2,paid_equivalent_cache_miss,USD,11241,0.399875,0.390802,0.408949,4495.000000,22482,0,10792846,10792846,0,2113500,0,2113500,12906346,2.102778,2.102778,2.003052,0.000468,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@2,paid_equivalent_cache_hit,USD,11241,0.399875,0.390802,0.408949,4495.000000,22482,0,10792846,10792846,0,2113500,0,2113500,12906346,0.622000,0.622000,2.010265,0.000138,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@2,observed_free,USD,11241,0.596121,0.587047,0.605195,6701.000000,22482,0,10792846,10792846,0,2113500,0,2113500,12906346,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@2,paid_equivalent_cache_miss,USD,11241,0.596121,0.587047,0.605195,6701.000000,22482,0,10792846,10792846,0,2113500,0,2113500,12906346,2.102778,2.102778,2.003052,0.000314,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@2,paid_equivalent_cache_hit,USD,11241,0.596121,0.587047,0.605195,6701.000000,22482,0,10792846,10792846,0,2113500,0,2113500,12906346,0.622000,0.622000,2.010265,0.000093,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,1.049787,1.049787,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,0.309412,0.309412,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@4,observed_free,USD,11241,0.615070,0.606085,0.624055,6914.000000,44964,11241,31113226,21586762,9526464,4259386,213579,4472965,35586191,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_miss,USD,11241,0.615070,0.606085,0.624055,6914.000000,44964,11241,31113226,21586762,9526464,4259386,213579,4472965,35586191,5.608282,5.608282,5.342305,0.000811,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@4,paid_equivalent_cache_hit,USD,11241,0.615070,0.606085,0.624055,6914.000000,44964,11241,31113226,21586762,9526464,4259386,213579,4472965,35586191,1.339547,1.339547,4.329331,0.000194,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@4,observed_free,USD,11241,0.507339,0.498087,0.516591,5703.000000,44964,0,21586762,21586762,0,4259386,0,4259386,25846148,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_miss,USD,11241,0.507339,0.498087,0.516591,5703.000000,44964,0,21586762,21586762,0,4259386,0,4259386,25846148,4.214775,4.214775,4.014886,0.000739,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@4,paid_equivalent_cache_hit,USD,11241,0.507339,0.498087,0.516591,5703.000000,44964,0,21586762,21586762,0,4259386,0,4259386,25846148,1.253071,1.253071,4.049846,0.000220,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@4,observed_free,USD,11241,0.765590,0.757762,0.773419,8606.000000,44964,0,21586762,21586762,0,4259386,0,4259386,25846148,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_miss,USD,11241,0.765590,0.757762,0.773419,8606.000000,44964,0,21586762,21586762,0,4259386,0,4259386,25846148,4.214775,4.214775,4.014886,0.000490,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@4,paid_equivalent_cache_hit,USD,11241,0.765590,0.757762,0.773419,8606.000000,44964,0,21586762,21586762,0,4259386,0,4259386,25846148,1.253071,1.253071,4.049846,0.000146,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,1.049787,1.049787,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,0.309412,0.309412,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@6,observed_free,USD,11241,0.637043,0.628147,0.645939,7161.000000,67446,11241,44241153,32381287,11859866,6404414,292276,6696690,50937843,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@6,paid_equivalent_cache_miss,USD,11241,0.637043,0.628147,0.645939,7161.000000,67446,11241,44241153,32381287,11859866,6404414,292276,6696690,50937843,8.068835,8.068835,7.686164,0.001127,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@6,paid_equivalent_cache_hit,USD,11241,0.637043,0.628147,0.645939,7161.000000,67446,11241,44241153,32381287,11859866,6404414,292276,6696690,50937843,1.998948,1.998948,6.460473,0.000279,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@6,observed_free,USD,11241,0.573170,0.564007,0.582333,6443.000000,67446,0,32381287,32381287,0,6404414,0,6404414,38785701,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@6,paid_equivalent_cache_miss,USD,11241,0.573170,0.564007,0.582333,6443.000000,67446,0,32381287,32381287,0,6404414,0,6404414,38785701,6.326616,6.326616,6.026571,0.000982,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@6,paid_equivalent_cache_hit,USD,11241,0.573170,0.564007,0.582333,6443.000000,67446,0,32381287,32381287,0,6404414,0,6404414,38785701,1.883904,1.883904,6.088658,0.000292,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@6,observed_free,USD,11241,0.840584,0.833823,0.847345,9449.000000,67446,0,32381287,32381287,0,6404414,0,6404414,38785701,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@6,paid_equivalent_cache_miss,USD,11241,0.840584,0.833823,0.847345,9449.000000,67446,0,32381287,32381287,0,6404414,0,6404414,38785701,6.326616,6.326616,6.026571,0.000670,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@6,paid_equivalent_cache_hit,USD,11241,0.840584,0.833823,0.847345,9449.000000,67446,0,32381287,32381287,0,6404414,0,6404414,38785701,1.883904,1.883904,6.088658,0.000199,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,1.049787,1.049787,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,0.309412,0.309412,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@8,observed_free,USD,11241,0.606974,0.597901,0.615959,6823.000000,89928,0,43175896,43175896,0,8543869,0,8543869,51719765,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@8,paid_equivalent_cache_miss,USD,11241,0.606974,0.597901,0.615959,6823.000000,89928,0,43175896,43175896,0,8543869,0,8543869,51719765,8.436909,8.436909,8.036782,0.001237,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,majority@8,paid_equivalent_cache_hit,USD,11241,0.606974,0.597901,0.615959,6823.000000,89928,0,43175896,43175896,0,8543869,0,8543869,51719765,2.513176,2.513176,8.122426,0.000368,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@8,observed_free,USD,11241,0.884263,0.878303,0.890134,9940.000000,89928,0,43175896,43175896,0,8543869,0,8543869,51719765,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@8,paid_equivalent_cache_miss,USD,11241,0.884263,0.878303,0.890134,9940.000000,89928,0,43175896,43175896,0,8543869,0,8543869,51719765,8.436909,8.436909,8.036782,0.000849,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,oracle@8,paid_equivalent_cache_hit,USD,11241,0.884263,0.878303,0.890134,9940.000000,89928,0,43175896,43175896,0,8543869,0,8543869,51719765,2.513176,2.513176,8.122426,0.000253,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,observed_free,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_miss,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,1.049787,1.049787,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,deepseek,deepseek_to_deepseek,single@1,paid_equivalent_cache_hit,USD,11241,0.414465,0.405391,0.423539,4659.000000,11241,0,5396325,5396325,0,1051078,0,1051078,6447403,0.309412,0.309412,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@8,observed_free,USD,11241,0.640512,0.631616,0.649408,7200.000000,89928,11241,57363425,43175896,14187529,8543869,1307253,9851122,67214547,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@8,paid_equivalent_cache_miss,USD,11241,0.640512,0.631616,0.649408,7200.000000,89928,11241,57363425,43175896,14187529,8543869,1307253,9851122,67214547,10.789194,10.789194,10.277508,0.001498,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,deepseek,deepseek,deepseek_to_deepseek,rank@8,paid_equivalent_cache_hit,USD,11241,0.640512,0.631616,0.649408,7200.000000,89928,11241,57363425,43175896,14187529,8543869,1307253,9851122,67214547,2.918932,2.918932,9.433803,0.000405,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@10,observed_free,USD,11227,0.583059,0.573973,0.592144,6546.000000,112270,11227,70391505,53891218,16500287,10674005,460307,11134312,81525817,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@10,paid_equivalent_cache_miss,MIXED,11227,0.583059,0.573973,0.592144,6546.000000,112270,11227,70391505,53891218,16500287,10674005,460307,11134312,81525817,27.954393,12.936375,12.340407,0.001976,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@10,paid_equivalent_cache_hit,MIXED,11227,0.583059,0.573973,0.592144,6546.000000,112270,11227,70391505,53891218,16500287,10674005,460307,11134312,81525817,4.390237,3.312116,10.718614,0.000506,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@10,observed_free,USD,11227,0.624566,0.615570,0.633473,7012.000000,112270,0,53891218,53891218,0,10674005,0,10674005,64565223,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@10,paid_equivalent_cache_miss,MIXED,11227,0.624566,0.615570,0.633473,7012.000000,112270,0,53891218,53891218,0,10674005,0,10674005,64565223,10.533492,10.533492,10.048223,0.001502,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@10,paid_equivalent_cache_hit,MIXED,11227,0.624566,0.615570,0.633473,7012.000000,112270,0,53891218,53891218,0,10674005,0,10674005,64565223,3.139617,3.139617,10.160376,0.000448,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@10,observed_free,USD,11227,0.912800,0.907544,0.917966,10248.000000,112270,0,53891218,53891218,0,10674005,0,10674005,64565223,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@10,paid_equivalent_cache_miss,MIXED,11227,0.912800,0.907544,0.917966,10248.000000,112270,0,53891218,53891218,0,10674005,0,10674005,64565223,10.533492,10.533492,10.048223,0.001028,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@10,paid_equivalent_cache_hit,MIXED,11227,0.912800,0.907544,0.917966,10248.000000,112270,0,53891218,53891218,0,10674005,0,10674005,64565223,3.139617,3.139617,10.160376,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,11227,0.414358,0.405273,0.423443,4652.000000,11227,0,5388396,5388396,0,1049710,0,1049710,6438106,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,11227,0.414358,0.405273,0.423443,4652.000000,11227,0,5388396,5388396,0,1049710,0,1049710,6438106,1.048294,1.048294,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,11227,0.414358,0.405273,0.423443,4652.000000,11227,0,5388396,5388396,0,1049710,0,1049710,6438106,0.309006,0.309006,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@12,observed_free,USD,11067,0.590042,0.580916,0.599169,6530.000000,132804,11067,82328527,63786920,18541607,12604485,542283,13146768,95475295,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_miss,MIXED,11067,0.590042,0.580916,0.599169,6530.000000,132804,11067,82328527,63786920,18541607,12604485,542283,13146768,95475295,32.085598,15.166483,14.672859,0.002323,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@12,paid_equivalent_cache_hit,MIXED,11067,0.590042,0.580916,0.599169,6530.000000,132804,11067,82328527,63786920,18541607,12604485,542283,13146768,95475295,5.163257,3.908604,12.836559,0.000599,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@12,observed_free,USD,11067,0.628083,0.619048,0.637119,6951.000000,132804,0,63786920,63786920,0,12604485,0,12604485,76391405,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_miss,MIXED,11067,0.628083,0.619048,0.637119,6951.000000,132804,0,63786920,63786920,0,12604485,0,12604485,76391405,12.459425,12.459425,12.053907,0.001792,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@12,paid_equivalent_cache_hit,MIXED,11067,0.628083,0.619048,0.637119,6951.000000,132804,0,63786920,63786920,0,12604485,0,12604485,76391405,3.707859,3.707859,12.177277,0.000533,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@12,observed_free,USD,11067,0.932863,0.928165,0.937472,10324.000000,132804,0,63786920,63786920,0,12604485,0,12604485,76391405,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_miss,MIXED,11067,0.932863,0.928165,0.937472,10324.000000,132804,0,63786920,63786920,0,12604485,0,12604485,76391405,12.459425,12.459425,12.053907,0.001207,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@12,paid_equivalent_cache_hit,MIXED,11067,0.932863,0.928165,0.937472,10324.000000,132804,0,63786920,63786920,0,12604485,0,12604485,76391405,3.707859,3.707859,12.177277,0.000359,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,11067,0.414656,0.405530,0.423873,4589.000000,11067,0,5314521,5314521,0,1034318,0,1034318,6348839,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,11067,0.414656,0.405530,0.423873,4589.000000,11067,0,5314521,5314521,0,1034318,0,1034318,6348839,1.033642,1.033642,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,11067,0.414656,0.405530,0.423873,4589.000000,11067,0,5314521,5314521,0,1034318,0,1034318,6348839,0.304490,0.304490,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@14,observed_free,USD,11010,0.598002,0.588828,0.607175,6584.000000,154140,11010,94764279,74035599,20728680,14632502,627570,15260072,110024351,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@14,paid_equivalent_cache_miss,MIXED,11010,0.598002,0.588828,0.607175,6584.000000,154140,11010,94764279,74035599,20728680,14632502,627570,15260072,110024351,36.445904,17.494335,17.012010,0.002657,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@14,paid_equivalent_cache_hit,MIXED,11010,0.598002,0.588828,0.607175,6584.000000,154140,11010,94764279,74035599,20728680,14632502,627570,15260072,110024351,5.974114,4.534706,14.967014,0.000689,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@14,observed_free,USD,11010,0.639328,0.630336,0.648320,7039.000000,154140,0,74035599,74035599,0,14632502,0,14632502,88668101,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@14,paid_equivalent_cache_miss,MIXED,11010,0.639328,0.630336,0.648320,7039.000000,154140,0,74035599,74035599,0,14632502,0,14632502,88668101,14.462084,14.462084,14.063360,0.002055,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@14,paid_equivalent_cache_hit,MIXED,11010,0.639328,0.630336,0.648320,7039.000000,154140,0,74035599,74035599,0,14632502,0,14632502,88668101,4.304400,4.304400,14.206878,0.000612,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@14,observed_free,USD,11010,0.947502,0.943324,0.951589,10432.000000,154140,0,74035599,74035599,0,14632502,0,14632502,88668101,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@14,paid_equivalent_cache_miss,MIXED,11010,0.947502,0.943324,0.951589,10432.000000,154140,0,74035599,74035599,0,14632502,0,14632502,88668101,14.462084,14.462084,14.063360,0.001386,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@14,paid_equivalent_cache_hit,MIXED,11010,0.947502,0.943324,0.951589,10432.000000,154140,0,74035599,74035599,0,14632502,0,14632502,88668101,4.304400,4.304400,14.206878,0.000413,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,11010,0.414078,0.404905,0.423252,4559.000000,11010,0,5286965,5286965,0,1029202,0,1029202,6316167,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,11010,0.414078,0.404905,0.423252,4559.000000,11010,0,5286965,5286965,0,1029202,0,1029202,6316167,1.028352,1.028352,1.000000,0.000226,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,11010,0.414078,0.404905,0.423252,4559.000000,11010,0,5286965,5286965,0,1029202,0,1029202,6316167,0.302980,0.302980,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@16,observed_free,USD,11240,0.648754,0.639947,0.657562,7292.000000,179840,0,86361651,86361651,0,17079105,0,17079105,103440756,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@16,paid_equivalent_cache_miss,MIXED,11240,0.648754,0.639947,0.657562,7292.000000,179840,0,86361651,86361651,0,17079105,0,17079105,103440756,16.872781,16.872781,16.073326,0.002314,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@16,paid_equivalent_cache_hit,MIXED,11240,0.648754,0.639947,0.657562,7292.000000,179840,0,86361651,86361651,0,17079105,0,17079105,103440756,5.023962,5.023962,16.238072,0.000689,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@16,observed_free,USD,11240,0.957740,0.954004,0.961388,10765.000000,179840,0,86361651,86361651,0,17079105,0,17079105,103440756,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@16,paid_equivalent_cache_miss,MIXED,11240,0.957740,0.954004,0.961388,10765.000000,179840,0,86361651,86361651,0,17079105,0,17079105,103440756,16.872781,16.872781,16.073326,0.001567,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@16,paid_equivalent_cache_hit,MIXED,11240,0.957740,0.954004,0.961388,10765.000000,179840,0,86361651,86361651,0,17079105,0,17079105,103440756,5.023962,5.023962,16.238072,0.000467,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5396092,5396092,0,1051017,0,1051017,6447109,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5396092,5396092,0,1051017,0,1051017,6447109,1.049738,1.049738,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5396092,5396092,0,1051017,0,1051017,6447109,0.309394,0.309394,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@16,observed_free,USD,11240,0.598221,0.589146,0.607295,6724.000000,179840,11240,109856884,86361651,23495233,17079105,730600,17809705,127666589,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@16,paid_equivalent_cache_miss,MIXED,11240,0.598221,0.589146,0.607295,6724.000000,179840,11240,109856884,86361651,23495233,17079105,730600,17809705,127666589,41.829214,20.315047,19.352493,0.003021,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,deepseek,mimo,deepseek_to_mimo,rank@16,paid_equivalent_cache_hit,MIXED,11240,0.598221,0.589146,0.607295,6724.000000,179840,11240,109856884,86361651,23495233,17079105,730600,17809705,127666589,6.955067,5.290321,17.098977,0.000787,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@2,observed_free,USD,11239,0.513391,0.504137,0.522644,5770.000000,22478,11239,17980759,10790200,7190559,2113099,123629,2236728,20217487,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@2,paid_equivalent_cache_miss,MIXED,11239,0.513391,0.504137,0.522644,5770.000000,22478,11239,17980759,10790200,7190559,2113099,123629,2236728,20217487,9.540113,3.128202,2.980480,0.000542,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@2,paid_equivalent_cache_hit,MIXED,11239,0.513391,0.504137,0.522644,5770.000000,22478,11239,17980759,10790200,7190559,2113099,123629,2236728,20217487,1.012949,0.675821,2.184514,0.000117,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@2,observed_free,USD,11239,0.399947,0.390871,0.409022,4495.000000,22478,0,10790200,10790200,0,2113099,0,2113099,12903299,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@2,paid_equivalent_cache_miss,MIXED,11239,0.399947,0.390871,0.409022,4495.000000,22478,0,10790200,10790200,0,2113099,0,2113099,12903299,2.102296,2.102296,2.003020,0.000468,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@2,paid_equivalent_cache_hit,MIXED,11239,0.399947,0.390871,0.409022,4495.000000,22478,0,10790200,10790200,0,2113099,0,2113099,12903299,0.621880,0.621880,2.010156,0.000138,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@2,observed_free,USD,11239,0.596049,0.586974,0.605125,6699.000000,22478,0,10790200,10790200,0,2113099,0,2113099,12903299,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@2,paid_equivalent_cache_miss,MIXED,11239,0.596049,0.586974,0.605125,6699.000000,22478,0,10790200,10790200,0,2113099,0,2113099,12903299,2.102296,2.102296,2.003020,0.000314,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@2,paid_equivalent_cache_hit,MIXED,11239,0.596049,0.586974,0.605125,6699.000000,22478,0,10790200,10790200,0,2113099,0,2113099,12903299,0.621880,0.621880,2.010156,0.000093,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,11239,0.414361,0.405285,0.423436,4657.000000,11239,0,5395002,5395002,0,1050938,0,1050938,6445940,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,11239,0.414361,0.405285,0.423436,4657.000000,11239,0,5395002,5395002,0,1050938,0,1050938,6445940,1.049563,1.049563,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,11239,0.414361,0.405285,0.423436,4657.000000,11239,0,5395002,5395002,0,1050938,0,1050938,6445940,0.309369,0.309369,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@4,observed_free,USD,11231,0.567269,0.558098,0.576440,6371.000000,44924,11231,31073450,21558304,9515146,4255071,213389,4468460,35541910,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_miss,MIXED,11231,0.567269,0.558098,0.576440,6371.000000,44924,11231,31073450,21558304,9515146,4255071,213389,4468460,35541910,14.151506,5.580882,5.322821,0.000876,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@4,paid_equivalent_cache_hit,MIXED,11231,0.567269,0.558098,0.576440,6371.000000,44924,11231,31073450,21558304,9515146,4255071,213389,4468460,35541910,1.868864,1.336898,4.325369,0.000210,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@4,observed_free,USD,11231,0.507346,0.498086,0.516606,5698.000000,44924,0,21558304,21558304,0,4255071,0,4255071,25813375,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_miss,MIXED,11231,0.507346,0.498086,0.516606,5698.000000,44924,0,21558304,21558304,0,4255071,0,4255071,25813375,4.209582,4.209582,4.014930,0.000739,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@4,paid_equivalent_cache_hit,MIXED,11231,0.507346,0.498086,0.516606,5698.000000,44924,0,21558304,21558304,0,4255071,0,4255071,25813375,1.251783,1.251783,4.049990,0.000220,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@4,observed_free,USD,11231,0.765649,0.757813,0.773484,8599.000000,44924,0,21558304,21558304,0,4255071,0,4255071,25813375,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_miss,MIXED,11231,0.765649,0.757813,0.773484,8599.000000,44924,0,21558304,21558304,0,4255071,0,4255071,25813375,4.209582,4.209582,4.014930,0.000490,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@4,paid_equivalent_cache_hit,MIXED,11231,0.765649,0.757813,0.773484,8599.000000,44924,0,21558304,21558304,0,4255071,0,4255071,25813375,1.251783,1.251783,4.049990,0.000146,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,11231,0.414389,0.405307,0.423471,4654.000000,11231,0,5389212,5389212,0,1049974,0,1049974,6439186,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,11231,0.414389,0.405307,0.423471,4654.000000,11231,0,5389212,5389212,0,1049974,0,1049974,6439186,1.048482,1.048482,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,11231,0.414389,0.405307,0.423471,4654.000000,11231,0,5389212,5389212,0,1049974,0,1049974,6439186,0.309083,0.309083,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@6,observed_free,USD,11230,0.577916,0.568744,0.587088,6490.000000,67380,11230,44193039,32345802,11847237,6397756,291980,6689736,50882775,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@6,paid_equivalent_cache_miss,MIXED,11230,0.577916,0.568744,0.587088,6490.000000,67380,11230,44193039,32345802,11847237,6397756,291980,6689736,50882775,18.750981,8.034432,7.661603,0.001238,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,deepseek,mimo,deepseek_to_mimo,rank@6,paid_equivalent_cache_hit,MIXED,11230,0.577916,0.568744,0.587088,6490.000000,67380,11230,44193039,32345802,11847237,6397756,291980,6689736,50882775,2.702845,1.995168,6.454807,0.000307,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@6,observed_free,USD,11230,0.573375,0.564203,0.582547,6439.000000,67380,0,32345802,32345802,0,6397756,0,6397756,38743558,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@6,paid_equivalent_cache_miss,MIXED,11230,0.573375,0.564203,0.582547,6439.000000,67380,0,32345802,32345802,0,6397756,0,6397756,38743558,6.319784,6.319784,6.026521,0.000981,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@6,paid_equivalent_cache_hit,MIXED,11230,0.573375,0.564203,0.582547,6439.000000,67380,0,32345802,32345802,0,6397756,0,6397756,38743558,1.881940,1.881940,6.088490,0.000292,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@6,observed_free,USD,11230,0.840695,0.833927,0.847462,9441.000000,67380,0,32345802,32345802,0,6397756,0,6397756,38743558,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@6,paid_equivalent_cache_miss,MIXED,11230,0.840695,0.833927,0.847462,9441.000000,67380,0,32345802,32345802,0,6397756,0,6397756,38743558,6.319784,6.319784,6.026521,0.000669,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@6,paid_equivalent_cache_hit,MIXED,11230,0.840695,0.833927,0.847462,9441.000000,67380,0,32345802,32345802,0,6397756,0,6397756,38743558,1.881940,1.881940,6.088490,0.000199,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,11230,0.414426,0.405343,0.423508,4654.000000,11230,0,5390412,5390412,0,1050016,0,1050016,6440428,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,11230,0.414426,0.405343,0.423508,4654.000000,11230,0,5390412,5390412,0,1050016,0,1050016,6440428,1.048662,1.048662,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,11230,0.414426,0.405343,0.423508,4654.000000,11230,0,5390412,5390412,0,1050016,0,1050016,6440428,0.309098,0.309098,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@8,observed_free,USD,11240,0.606940,0.597865,0.615925,6822.000000,89920,0,43174032,43174032,0,8543470,0,8543470,51717502,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@8,paid_equivalent_cache_miss,MIXED,11240,0.606940,0.597865,0.615925,6822.000000,89920,0,43174032,43174032,0,8543470,0,8543470,51717502,8.436536,8.436536,8.036802,0.001237,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,majority@8,paid_equivalent_cache_hit,MIXED,11240,0.606940,0.597865,0.615925,6822.000000,89920,0,43174032,43174032,0,8543470,0,8543470,51717502,2.513059,2.513059,8.122520,0.000368,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@8,observed_free,USD,11240,0.884253,0.878292,0.890125,9939.000000,89920,0,43174032,43174032,0,8543470,0,8543470,51717502,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@8,paid_equivalent_cache_miss,MIXED,11240,0.884253,0.878292,0.890125,9939.000000,89920,0,43174032,43174032,0,8543470,0,8543470,51717502,8.436536,8.436536,8.036802,0.000849,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,oracle@8,paid_equivalent_cache_hit,MIXED,11240,0.884253,0.878292,0.890125,9939.000000,89920,0,43174032,43174032,0,8543470,0,8543470,51717502,2.513059,2.513059,8.122520,0.000253,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,observed_free,USD,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5396092,5396092,0,1051017,0,1051017,6447109,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_miss,MIXED,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5396092,5396092,0,1051017,0,1051017,6447109,1.049738,1.049738,1.000000,0.000225,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,deepseek,mimo,deepseek_to_mimo,single@1,paid_equivalent_cache_hit,MIXED,11240,0.414502,0.405427,0.423577,4659.000000,11240,0,5396092,5396092,0,1051017,0,1051017,6447109,0.309394,0.309394,1.000000,0.000066,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,deepseek,mimo,deepseek_to_mimo,rank@8,observed_free,USD,11240,0.594395,0.585320,0.603470,6681.000000,89920,11240,57360907,43174032,14186875,8543470,1306501,9849971,67210878,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,deepseek,mimo,deepseek_to_mimo,rank@8,paid_equivalent_cache_miss,MIXED,11240,0.594395,0.585320,0.603470,6681.000000,89920,11240,57360907,43174032,14186875,8543470,1306501,9849971,67210878,25.236413,10.753760,10.244232,0.001610,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,deepseek,mimo,deepseek_to_mimo,rank@8,paid_equivalent_cache_hit,MIXED,11240,0.594395,0.585320,0.603470,6681.000000,89920,11240,57360907,43174032,14186875,8543470,1306501,9849971,67210878,5.409798,2.912609,9.413916,0.000436,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@10,observed_free,USD,11241,0.588916,0.579842,0.597990,6620.000000,112410,11241,80192418,53963391,26229027,20394512,460881,20855393,101047811,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@10,paid_equivalent_cache_miss,MIXED,11241,0.588916,0.579842,0.597990,6620.000000,112410,11241,80192418,53963391,26229027,20394512,460881,20855393,101047811,98.553525,16.870409,13.087200,0.002548,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@10,paid_equivalent_cache_hit,MIXED,11241,0.588916,0.579842,0.597990,6620.000000,112410,11241,80192418,53963391,26229027,20394512,460881,20855393,101047811,42.070780,5.977425,10.680668,0.000903,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@10,observed_free,USD,11241,0.202028,0.194645,0.209501,2271.000000,112410,0,53963391,53963391,0,20394512,0,20394512,74357903,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@10,paid_equivalent_cache_miss,MIXED,11241,0.202028,0.194645,0.209501,2271.000000,112410,0,53963391,53963391,0,20394512,0,20394512,74357903,94.752415,13.069299,10.138494,0.005755,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@10,paid_equivalent_cache_hit,MIXED,11241,0.202028,0.194645,0.209501,2271.000000,112410,0,53963391,53963391,0,20394512,0,20394512,74357903,41.868292,5.774937,10.318855,0.002543,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@10,observed_free,USD,11241,0.988969,0.987012,0.990837,11117.000000,112410,0,53963391,53963391,0,20394512,0,20394512,74357903,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@10,paid_equivalent_cache_miss,MIXED,11241,0.988969,0.987012,0.990837,11117.000000,112410,0,53963391,53963391,0,20394512,0,20394512,74357903,94.752415,13.069299,10.138494,0.001176,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@10,paid_equivalent_cache_hit,MIXED,11241,0.988969,0.987012,0.990837,11117.000000,112410,0,53963391,53963391,0,20394512,0,20394512,74357903,41.868292,5.774937,10.318855,0.000519,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,9.345806,1.289077,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,4.057457,0.559649,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@12,observed_free,USD,11224,0.579116,0.569939,0.588204,6500.000000,134688,11224,95073400,64651572,30421828,24403634,549976,24953610,120027010,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_miss,MIXED,11224,0.579116,0.569939,0.588204,6500.000000,134688,11224,95073400,64651572,30421828,24403634,549976,24953610,120027010,117.871889,20.062544,15.590829,0.003087,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@12,paid_equivalent_cache_hit,MIXED,11224,0.579116,0.569939,0.588204,6500.000000,134688,11224,95073400,64651572,30421828,24403634,549976,24953610,120027010,50.339474,7.149561,12.798384,0.001100,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@12,observed_free,USD,11224,0.187990,0.180773,0.195207,2110.000000,134688,0,64651572,64651572,0,24403634,0,24403634,89055206,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_miss,MIXED,11224,0.187990,0.180773,0.195207,2110.000000,134688,0,64651572,64651572,0,24403634,0,24403634,89055206,113.458840,15.649495,12.161399,0.007417,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@12,paid_equivalent_cache_hit,MIXED,11224,0.187990,0.180773,0.195207,2110.000000,134688,0,64651572,64651572,0,24403634,0,24403634,89055206,50.100299,6.910386,12.370238,0.003275,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@12,observed_free,USD,11224,0.991536,0.989843,0.993229,11129.000000,134688,0,64651572,64651572,0,24403634,0,24403634,89055206,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_miss,MIXED,11224,0.991536,0.989843,0.993229,11129.000000,134688,0,64651572,64651572,0,24403634,0,24403634,89055206,113.458840,15.649495,12.161399,0.001406,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@12,paid_equivalent_cache_hit,MIXED,11224,0.991536,0.989843,0.993229,11129.000000,134688,0,64651572,64651572,0,24403634,0,24403634,89055206,50.100299,6.910386,12.370238,0.000621,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,11224,0.162865,0.156094,0.169726,1828.000000,11224,0,5387102,5387102,0,1971161,0,1971161,7358263,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,11224,0.162865,0.156094,0.169726,1828.000000,11224,0,5387102,5387102,0,1971161,0,1971161,7358263,9.329424,1.286817,1.000000,0.000704,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,11224,0.162865,0.156094,0.169726,1828.000000,11224,0,5387102,5387102,0,1971161,0,1971161,7358263,4.050064,0.558630,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@14,observed_free,USD,11127,0.579401,0.570235,0.588568,6447.000000,155778,11127,108998201,74588386,34409815,28265425,634239,28899664,137897865,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@14,paid_equivalent_cache_miss,MIXED,11127,0.579401,0.570235,0.588568,6447.000000,155778,11127,108998201,74588386,34409815,28265425,634239,28899664,137897865,136.114197,23.080373,18.114841,0.003580,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@14,paid_equivalent_cache_hit,MIXED,11127,0.579401,0.570235,0.588568,6447.000000,155778,11127,108998201,74588386,34409815,28265425,634239,28899664,137897865,58.296552,8.277054,14.938751,0.001284,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@14,observed_free,USD,11127,0.194931,0.187562,0.202301,2169.000000,155778,0,74588386,74588386,0,28265425,0,28265425,102853811,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@14,paid_equivalent_cache_miss,MIXED,11127,0.194931,0.187562,0.202301,2169.000000,155778,0,74588386,74588386,0,28265425,0,28265425,102853811,131.119236,18.085412,14.194501,0.008338,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@14,paid_equivalent_cache_hit,MIXED,11127,0.194931,0.187562,0.202301,2169.000000,155778,0,74588386,74588386,0,28265425,0,28265425,102853811,58.022618,8.003120,14.444344,0.003690,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@14,observed_free,USD,11127,0.993529,0.992001,0.994967,11055.000000,155778,0,74588386,74588386,0,28265425,0,28265425,102853811,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@14,paid_equivalent_cache_miss,MIXED,11127,0.993529,0.992001,0.994967,11055.000000,155778,0,74588386,74588386,0,28265425,0,28265425,102853811,131.119236,18.085412,14.194501,0.001636,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@14,paid_equivalent_cache_hit,MIXED,11127,0.993529,0.992001,0.994967,11055.000000,155778,0,74588386,74588386,0,28265425,0,28265425,102853811,58.022618,8.003120,14.444344,0.000724,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,11127,0.162308,0.155478,0.169228,1806.000000,11127,0,5326886,5326886,0,1955219,0,1955219,7282105,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,11127,0.162308,0.155478,0.169228,1806.000000,11127,0,5326886,5326886,0,1955219,0,1955219,7282105,9.237324,1.274114,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,11127,0.162308,0.155478,0.169228,1806.000000,11127,0,5326886,5326886,0,1955219,0,1955219,7282105,4.016976,0.554066,1.000000,0.000307,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@16,observed_free,USD,11241,0.202829,0.195445,0.210302,2280.000000,179856,0,86358187,86358187,0,32627518,0,32627518,118985705,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@16,paid_equivalent_cache_miss,MIXED,11241,0.202829,0.195445,0.210302,2280.000000,179856,0,86358187,86358187,0,32627518,0,32627518,118985705,151.613223,20.912169,16.222591,0.009172,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@16,paid_equivalent_cache_hit,MIXED,11241,0.202829,0.195445,0.210302,2280.000000,179856,0,86358187,86358187,0,32627518,0,32627518,118985705,66.982200,9.238924,16.508426,0.004052,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@16,observed_free,USD,11241,0.994662,0.993239,0.995997,11181.000000,179856,0,86358187,86358187,0,32627518,0,32627518,118985705,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@16,paid_equivalent_cache_miss,MIXED,11241,0.994662,0.993239,0.995997,11181.000000,179856,0,86358187,86358187,0,32627518,0,32627518,118985705,151.613223,20.912169,16.222591,0.001870,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@16,paid_equivalent_cache_hit,MIXED,11241,0.994662,0.993239,0.995997,11181.000000,179856,0,86358187,86358187,0,32627518,0,32627518,118985705,66.982200,9.238924,16.508426,0.000826,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,9.345806,1.289077,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,4.057457,0.559649,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@16,observed_free,USD,11241,0.577262,0.568099,0.586425,6489.000000,179856,11241,125401856,86358187,39043669,32627518,730665,33358183,158760039,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@16,paid_equivalent_cache_miss,MIXED,11241,0.577262,0.568099,0.586425,6489.000000,179856,11241,125401856,86358187,39043669,32627518,730665,33358183,158760039,157.283923,26.582869,20.621630,0.004097,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,mimo,deepseek,mimo_to_deepseek,rank@16,paid_equivalent_cache_hit,MIXED,11241,0.577262,0.568099,0.586425,6489.000000,179856,11241,125401856,86358187,39043669,32627518,730665,33358183,158760039,67.296108,9.552833,17.069329,0.001472,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@2,observed_free,USD,11241,0.257272,0.249177,0.265368,2892.000000,22482,11241,19828832,10792562,9036270,3957535,123651,4081186,23910018,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@2,paid_equivalent_cache_miss,MIXED,11241,0.257272,0.249177,0.265368,2892.000000,22482,11241,19828832,10792562,9036270,3957535,123651,4081186,23910018,20.007332,3.880063,3.009954,0.001342,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@2,paid_equivalent_cache_hit,MIXED,11241,0.257272,0.249177,0.265368,2892.000000,22482,11241,19828832,10792562,9036270,3957535,123651,4081186,23910018,8.190845,1.181430,2.111020,0.000409,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@2,observed_free,USD,11241,0.153189,0.146517,0.159861,1722.000000,22482,0,10792562,10792562,0,3957535,0,3957535,14750097,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@2,paid_equivalent_cache_miss,MIXED,11241,0.153189,0.146517,0.159861,1722.000000,22482,0,10792562,10792562,0,3957535,0,3957535,14750097,18.707632,2.580363,2.001714,0.001498,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@2,paid_equivalent_cache_hit,MIXED,11241,0.153189,0.146517,0.159861,1722.000000,22482,0,10792562,10792562,0,3957535,0,3957535,14750097,8.130921,1.121506,2.003945,0.000651,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@2,observed_free,USD,11241,0.304065,0.295614,0.312606,3418.000000,22482,0,10792562,10792562,0,3957535,0,3957535,14750097,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@2,paid_equivalent_cache_miss,MIXED,11241,0.304065,0.295614,0.312606,3418.000000,22482,0,10792562,10792562,0,3957535,0,3957535,14750097,18.707632,2.580363,2.001714,0.000755,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@2,paid_equivalent_cache_hit,MIXED,11241,0.304065,0.295614,0.312606,3418.000000,22482,0,10792562,10792562,0,3957535,0,3957535,14750097,8.130921,1.121506,2.003945,0.000328,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,9.345806,1.289077,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,4.057457,0.559649,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@4,observed_free,USD,11241,0.388133,0.379148,0.397118,4363.000000,44964,11241,34927613,21585217,13342396,8075435,213579,8289014,43216627,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_miss,MIXED,11241,0.388133,0.379148,0.397118,4363.000000,44964,11241,34927613,21585217,13342396,8075435,213579,8289014,43216627,39.663825,7.132715,5.533195,0.001635,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@4,paid_equivalent_cache_hit,MIXED,11241,0.388133,0.379148,0.397118,4363.000000,44964,11241,34927613,21585217,13342396,8075435,213579,8289014,43216627,16.679735,2.384412,4.260549,0.000547,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@4,observed_free,USD,11241,0.155947,0.149275,0.162708,1753.000000,44964,0,21585217,21585217,0,8075435,0,8075435,29660652,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_miss,MIXED,11241,0.155947,0.149275,0.162708,1753.000000,44964,0,21585217,21585217,0,8075435,0,8075435,29660652,37.736087,5.204978,4.037756,0.002969,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@4,paid_equivalent_cache_hit,MIXED,11241,0.155947,0.149275,0.162708,1753.000000,44964,0,21585217,21585217,0,8075435,0,8075435,29660652,16.582574,2.287252,4.086940,0.001305,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@4,observed_free,USD,11241,0.537497,0.528245,0.546749,6042.000000,44964,0,21585217,21585217,0,8075435,0,8075435,29660652,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_miss,MIXED,11241,0.537497,0.528245,0.546749,6042.000000,44964,0,21585217,21585217,0,8075435,0,8075435,29660652,37.736087,5.204978,4.037756,0.000861,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@4,paid_equivalent_cache_hit,MIXED,11241,0.537497,0.528245,0.546749,6042.000000,44964,0,21585217,21585217,0,8075435,0,8075435,29660652,16.582574,2.287252,4.086940,0.000379,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,9.345806,1.289077,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,4.057457,0.559649,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@6,observed_free,USD,11241,0.470599,0.461347,0.479851,5290.000000,67446,11241,50027521,32377939,17649582,12194382,292266,12486648,62514169,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@6,paid_equivalent_cache_miss,MIXED,11241,0.470599,0.461347,0.479851,5290.000000,67446,11241,50027521,32377939,17649582,12194382,292266,12486648,62514169,59.319479,10.382666,8.054341,0.001963,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,mimo,deepseek,mimo_to_deepseek,rank@6,paid_equivalent_cache_hit,MIXED,11241,0.470599,0.461347,0.479851,5290.000000,67446,11241,50027521,32377939,17649582,12194382,292266,12486648,62514169,25.167576,3.584539,6.404977,0.000678,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@6,observed_free,USD,11241,0.164131,0.157281,0.170981,1845.000000,67446,0,32377939,32377939,0,12194382,0,12194382,44572321,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@6,paid_equivalent_cache_miss,MIXED,11241,0.164131,0.157281,0.170981,1845.000000,67446,0,32377939,32377939,0,12194382,0,12194382,44572321,56.766703,7.829890,6.074028,0.004244,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@6,paid_equivalent_cache_hit,MIXED,11241,0.164131,0.157281,0.170981,1845.000000,67446,0,32377939,32377939,0,12194382,0,12194382,44572321,25.036323,3.453286,6.170450,0.001872,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@6,observed_free,USD,11241,0.707588,0.699137,0.715951,7954.000000,67446,0,32377939,32377939,0,12194382,0,12194382,44572321,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@6,paid_equivalent_cache_miss,MIXED,11241,0.707588,0.699137,0.715951,7954.000000,67446,0,32377939,32377939,0,12194382,0,12194382,44572321,56.766703,7.829890,6.074028,0.000984,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@6,paid_equivalent_cache_hit,MIXED,11241,0.707588,0.699137,0.715951,7954.000000,67446,0,32377939,32377939,0,12194382,0,12194382,44572321,25.036323,3.453286,6.170450,0.000434,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,9.345806,1.289077,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,4.057457,0.559649,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@8,observed_free,USD,11241,0.175607,0.168579,0.182635,1974.000000,89928,0,43170665,43170665,0,16284228,0,16284228,59454893,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@8,paid_equivalent_cache_miss,MIXED,11241,0.175607,0.168579,0.182635,1974.000000,89928,0,43170665,43170665,0,16284228,0,16284228,59454893,75.739121,10.446775,8.104074,0.005292,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,majority@8,paid_equivalent_cache_hit,MIXED,11241,0.175607,0.168579,0.182635,1974.000000,89928,0,43170665,43170665,0,16284228,0,16284228,59454893,33.431869,4.611292,8.239614,0.002336,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@8,observed_free,USD,11241,0.859265,0.852771,0.865670,9659.000000,89928,0,43170665,43170665,0,16284228,0,16284228,59454893,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@8,paid_equivalent_cache_miss,MIXED,11241,0.859265,0.852771,0.865670,9659.000000,89928,0,43170665,43170665,0,16284228,0,16284228,59454893,75.739121,10.446775,8.104074,0.001082,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,oracle@8,paid_equivalent_cache_hit,MIXED,11241,0.859265,0.852771,0.865670,9659.000000,89928,0,43170665,43170665,0,16284228,0,16284228,59454893,33.431869,4.611292,8.239614,0.000477,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,observed_free,USD,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_miss,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,9.345806,1.289077,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,deepseek,mimo_to_deepseek,single@1,paid_equivalent_cache_hit,MIXED,11241,0.162619,0.155858,0.169469,1828.000000,11241,0,5396274,5396274,0,1974766,0,1974766,7371040,4.057457,0.559649,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,mimo,deepseek,mimo_to_deepseek,rank@8,observed_free,USD,11241,0.532871,0.523619,0.542123,5990.000000,89928,11241,65098309,43170665,21927644,16284228,1217295,17501523,82599832,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,mimo,deepseek,mimo_to_deepseek,rank@8,paid_equivalent_cache_miss,MIXED,11241,0.532871,0.523619,0.542123,5990.000000,89928,11241,65098309,43170665,21927644,16284228,1217295,17501523,82599832,79.149834,13.857488,10.749930,0.002313,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,mimo,deepseek,mimo_to_deepseek,rank@8,paid_equivalent_cache_hit,MIXED,11241,0.532871,0.523619,0.542123,5990.000000,89928,11241,65098309,43170665,21927644,16284228,1217295,17501523,82599832,33.834109,5.013532,8.958351,0.000837,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,mimo,mimo,mimo_to_mimo,rank@10,observed_free,USD,11229,0.499955,0.490694,0.509217,5614.000000,112290,11229,80115937,53910851,26205086,20376291,460389,20836680,100952617,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,mimo,mimo,mimo_to_mimo,rank@10,paid_equivalent_cache_miss,CNY,11229,0.499955,0.490694,0.509217,5614.000000,112290,11229,80115937,53910851,26205086,20376291,460389,20836680,100952617,121.789297,16.798524,13.044368,0.002992,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,live,__global__,mimo,mimo,mimo_to_mimo,rank@10,paid_equivalent_cache_hit,CNY,11229,0.499955,0.490694,0.509217,5614.000000,112290,11229,80115937,53910851,26205086,20376291,460389,20836680,100952617,43.275679,5.969059,10.676536,0.001063,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@10,observed_free,USD,11229,0.201799,0.194407,0.209280,2266.000000,112290,0,53910851,53910851,0,20376291,0,20376291,74287142,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@10,paid_equivalent_cache_miss,CNY,11229,0.201799,0.194407,0.209280,2266.000000,112290,0,53910851,53910851,0,20376291,0,20376291,74287142,94.663433,13.057025,10.139024,0.005762,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@10,paid_equivalent_cache_hit,CNY,11229,0.201799,0.194407,0.209280,2266.000000,112290,0,53910851,53910851,0,20376291,0,20376291,74287142,41.830799,5.769765,10.320069,0.002546,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@10,observed_free,USD,11229,0.989046,0.987087,0.990916,11106.000000,112290,0,53910851,53910851,0,20376291,0,20376291,74287142,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@10,paid_equivalent_cache_miss,CNY,11229,0.989046,0.987087,0.990916,11106.000000,112290,0,53910851,53910851,0,20376291,0,20376291,74287142,94.663433,13.057025,10.139024,0.001176,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@10,paid_equivalent_cache_hit,CNY,11229,0.989046,0.987087,0.990916,11106.000000,112290,0,53910851,53910851,0,20376291,0,20376291,74287142,41.830799,5.769765,10.320069,0.000520,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,11229,0.162526,0.155757,0.169383,1825.000000,11229,0,5391020,5391020,0,1972763,0,1972763,7363783,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,11229,0.162526,0.155757,0.169383,1825.000000,11229,0,5391020,5391020,0,1972763,0,1972763,7363783,9.336546,1.287799,1.000000,0.000706,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,10,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,11229,0.162526,0.155757,0.169383,1825.000000,11229,0,5391020,5391020,0,1972763,0,1972763,7363783,4.053346,0.559082,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,mimo,mimo,mimo_to_mimo,rank@12,observed_free,USD,11091,0.498783,0.489496,0.508070,5532.000000,133092,11091,93975674,63923096,30052578,24102556,543459,24646015,118621689,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_miss,CNY,11091,0.498783,0.489496,0.508070,5532.000000,133092,11091,93975674,63923096,30052578,24102556,543459,24646015,118621689,143.267704,19.761063,15.540130,0.003572,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,live,__global__,mimo,mimo,mimo_to_mimo,rank@12,paid_equivalent_cache_hit,CNY,11091,0.498783,0.489496,0.508070,5532.000000,133092,11091,93975674,63923096,30052578,24102556,543459,24646015,118621689,51.171543,7.058144,12.795000,0.001276,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@12,observed_free,USD,11091,0.188712,0.181499,0.196015,2093.000000,133092,0,63923096,63923096,0,24102556,0,24102556,88025652,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_miss,CNY,11091,0.188712,0.181499,0.196015,2093.000000,133092,0,63923096,63923096,0,24102556,0,24102556,88025652,112.128208,15.465960,12.162455,0.007389,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@12,paid_equivalent_cache_hit,CNY,11091,0.188712,0.181499,0.196015,2093.000000,133092,0,63923096,63923096,0,24102556,0,24102556,88025652,49.483574,6.825321,12.372938,0.003261,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@12,observed_free,USD,11091,0.991434,0.989721,0.993148,10996.000000,133092,0,63923096,63923096,0,24102556,0,24102556,88025652,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_miss,CNY,11091,0.991434,0.989721,0.993148,10996.000000,133092,0,63923096,63923096,0,24102556,0,24102556,88025652,112.128208,15.465960,12.162455,0.001407,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@12,paid_equivalent_cache_hit,CNY,11091,0.991434,0.989721,0.993148,10996.000000,133092,0,63923096,63923096,0,24102556,0,24102556,88025652,49.483574,6.825321,12.372938,0.000621,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,11091,0.163466,0.156613,0.170408,1813.000000,11091,0,5326402,5326402,0,1946405,0,1946405,7272807,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,11091,0.163466,0.156613,0.170408,1813.000000,11091,0,5326402,5326402,0,1946405,0,1946405,7272807,9.219212,1.271615,1.000000,0.000701,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,12,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,11091,0.163466,0.156613,0.170408,1813.000000,11091,0,5326402,5326402,0,1946405,0,1946405,7272807,3.999338,0.551633,1.000000,0.000304,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,mimo,mimo,mimo_to_mimo,rank@14,observed_free,USD,11219,0.500758,0.491488,0.510028,5618.000000,157066,11219,110149134,75432391,34716743,28505316,639483,29144799,139293933,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,mimo,mimo,mimo_to_mimo,rank@14,paid_equivalent_cache_miss,CNY,11219,0.500758,0.491488,0.510028,5618.000000,157066,11219,110149134,75432391,34716743,28505316,639483,29144799,139293933,168.438732,23.232929,18.054950,0.004135,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,live,__global__,mimo,mimo,mimo_to_mimo,rank@14,paid_equivalent_cache_hit,CNY,11219,0.500758,0.491488,0.510028,5618.000000,157066,11219,110149134,75432391,34716743,28505316,639483,29144799,139293933,60.492581,8.343804,14.937180,0.001485,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@14,observed_free,USD,11219,0.194937,0.187628,0.202335,2187.000000,157066,0,75432391,75432391,0,28505316,0,28505316,103937707,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@14,paid_equivalent_cache_miss,CNY,11219,0.194937,0.187628,0.202335,2187.000000,157066,0,75432391,75432391,0,28505316,0,28505316,103937707,132.443023,18.268003,14.196569,0.008353,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@14,paid_equivalent_cache_hit,CNY,11219,0.194937,0.187628,0.202335,2187.000000,157066,0,75432391,75432391,0,28505316,0,28505316,103937707,58.519280,8.071625,14.449921,0.003691,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@14,observed_free,USD,11219,0.993582,0.992067,0.995008,11147.000000,157066,0,75432391,75432391,0,28505316,0,28505316,103937707,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@14,paid_equivalent_cache_miss,CNY,11219,0.993582,0.992067,0.995008,11147.000000,157066,0,75432391,75432391,0,28505316,0,28505316,103937707,132.443023,18.268003,14.196569,0.001639,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@14,paid_equivalent_cache_hit,CNY,11219,0.993582,0.992067,0.995008,11147.000000,157066,0,75432391,75432391,0,28505316,0,28505316,103937707,58.519280,8.071625,14.449921,0.000724,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,11219,0.162849,0.156075,0.169712,1827.000000,11219,0,5387167,5387167,0,1971029,0,1971029,7358196,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,11219,0.162849,0.156075,0.169712,1827.000000,11219,0,5387167,5387167,0,1971029,0,1971029,7358196,9.329225,1.286790,1.000000,0.000704,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,14,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,11219,0.162849,0.156075,0.169712,1827.000000,11219,0,5387167,5387167,0,1971029,0,1971029,7358196,4.049801,0.558593,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@16,observed_free,USD,11240,0.202847,0.195463,0.210320,2280.000000,179840,0,86347931,86347931,0,32624723,0,32624723,118972654,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@16,paid_equivalent_cache_miss,CNY,11240,0.202847,0.195463,0.210320,2280.000000,179840,0,86347931,86347931,0,32624723,0,32624723,118972654,151.597377,20.909983,16.222594,0.009171,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@16,paid_equivalent_cache_hit,CNY,11240,0.202847,0.195463,0.210320,2280.000000,179840,0,86347931,86347931,0,32624723,0,32624723,118972654,66.976405,9.238125,16.508414,0.004052,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@16,observed_free,USD,11240,0.994662,0.993238,0.995996,11180.000000,179840,0,86347931,86347931,0,32624723,0,32624723,118972654,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@16,paid_equivalent_cache_miss,CNY,11240,0.994662,0.993238,0.995996,11180.000000,179840,0,86347931,86347931,0,32624723,0,32624723,118972654,151.597377,20.909983,16.222594,0.001870,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@16,paid_equivalent_cache_hit,CNY,11240,0.994662,0.993238,0.995996,11180.000000,179840,0,86347931,86347931,0,32624723,0,32624723,118972654,66.976405,9.238125,16.508414,0.000826,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,11240,0.162633,0.155872,0.169484,1828.000000,11240,0,5395633,5395633,0,1974599,0,1974599,7370232,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,11240,0.162633,0.155872,0.169484,1828.000000,11240,0,5395633,5395633,0,1974599,0,1974599,7370232,9.344831,1.288942,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,11240,0.162633,0.155872,0.169484,1828.000000,11240,0,5395633,5395633,0,1974599,0,1974599,7370232,4.057111,0.559601,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,mimo,mimo,mimo_to_mimo,rank@16,observed_free,USD,11240,0.508452,0.499199,0.517705,5715.000000,179840,11240,125388076,86347931,39040145,32624723,730600,33355323,158743399,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,mimo,mimo,mimo_to_mimo,rank@16,paid_equivalent_cache_miss,CNY,11240,0.508452,0.499199,0.517705,5715.000000,179840,11240,125388076,86347931,39040145,32624723,730600,33355323,158743399,192.098722,26.496375,20.556685,0.004636,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,16,reused_rank16_live,__global__,mimo,mimo,mimo_to_mimo,rank@16,paid_equivalent_cache_hit,CNY,11240,0.508452,0.499199,0.517705,5715.000000,179840,11240,125388076,86347931,39040145,32624723,730600,33355323,158743399,69.218408,9.547367,17.061026,0.001671,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,mimo,mimo,mimo_to_mimo,rank@2,observed_free,USD,11238,0.243460,0.235540,0.251379,2736.000000,22476,11238,19822505,10789040,9033465,3956407,123618,4080025,23902530,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,mimo,mimo,mimo_to_mimo,rank@2,paid_equivalent_cache_miss,CNY,11238,0.243460,0.235540,0.251379,2736.000000,22476,11238,19822505,10789040,9033465,3956407,123618,4080025,23902530,27.982555,3.859663,2.995040,0.001411,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,live,__global__,mimo,mimo,mimo_to_mimo,rank@2,paid_equivalent_cache_hit,CNY,11238,0.243460,0.235540,0.251379,2736.000000,22476,11238,19822505,10789040,9033465,3956407,123618,4080025,23902530,8.556500,1.180207,2.109411,0.000431,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@2,observed_free,USD,11238,0.153230,0.146556,0.159904,1722.000000,22476,0,10789040,10789040,0,3956407,0,3956407,14745447,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@2,paid_equivalent_cache_miss,CNY,11238,0.153230,0.146556,0.159904,1722.000000,22476,0,10789040,10789040,0,3956407,0,3956407,14745447,18.701854,2.579566,2.001704,0.001498,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@2,paid_equivalent_cache_hit,CNY,11238,0.153230,0.146556,0.159904,1722.000000,22476,0,10789040,10789040,0,3956407,0,3956407,14745447,8.128595,1.121185,2.003920,0.000651,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@2,observed_free,USD,11238,0.304147,0.295693,0.312689,3418.000000,22476,0,10789040,10789040,0,3956407,0,3956407,14745447,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@2,paid_equivalent_cache_miss,CNY,11238,0.304147,0.295693,0.312689,3418.000000,22476,0,10789040,10789040,0,3956407,0,3956407,14745447,18.701854,2.579566,2.001704,0.000755,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@2,paid_equivalent_cache_hit,CNY,11238,0.304147,0.295693,0.312689,3418.000000,22476,0,10789040,10789040,0,3956407,0,3956407,14745447,8.128595,1.121185,2.003920,0.000328,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,11238,0.162662,0.155900,0.169514,1828.000000,11238,0,5394513,5394513,0,1974228,0,1974228,7368741,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,11238,0.162662,0.155900,0.169514,1828.000000,11238,0,5394513,5394513,0,1974228,0,1974228,7368741,9.342969,1.288685,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,2,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,11238,0.162662,0.155900,0.169514,1828.000000,11238,0,5394513,5394513,0,1974228,0,1974228,7368741,4.056346,0.559496,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,mimo,mimo,mimo_to_mimo,rank@4,observed_free,USD,11233,0.347636,0.338823,0.356450,3905.000000,44932,11233,34898613,21566181,13332432,8070134,213427,8283561,43182174,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_miss,CNY,11233,0.347636,0.338823,0.356450,3905.000000,44932,11233,34898613,21566181,13332432,8070134,213427,8283561,43182174,51.465735,7.098722,5.511490,0.001818,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,live,__global__,mimo,mimo,mimo_to_mimo,rank@4,paid_equivalent_cache_hit,CNY,11233,0.347636,0.338823,0.356450,3905.000000,44932,11233,34898613,21566181,13332432,8070134,213427,8283561,43182174,17.265094,2.381392,4.258562,0.000610,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@4,observed_free,USD,11233,0.155791,0.149114,0.162557,1750.000000,44932,0,21566181,21566181,0,8070134,0,8070134,29636315,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_miss,CNY,11233,0.155791,0.149114,0.162557,1750.000000,44932,0,21566181,21566181,0,8070134,0,8070134,29636315,37.706449,5.200890,4.038002,0.002972,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@4,paid_equivalent_cache_hit,CNY,11233,0.155791,0.149114,0.162557,1750.000000,44932,0,21566181,21566181,0,8070134,0,8070134,29636315,16.571592,2.285737,4.087505,0.001306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@4,observed_free,USD,11233,0.537523,0.528265,0.546782,6038.000000,44932,0,21566181,21566181,0,8070134,0,8070134,29636315,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_miss,CNY,11233,0.537523,0.528265,0.546782,6038.000000,44932,0,21566181,21566181,0,8070134,0,8070134,29636315,37.706449,5.200890,4.038002,0.000861,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@4,paid_equivalent_cache_hit,CNY,11233,0.537523,0.528265,0.546782,6038.000000,44932,0,21566181,21566181,0,8070134,0,8070134,29636315,16.571592,2.285737,4.087505,0.000379,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,11233,0.162646,0.155880,0.169501,1827.000000,11233,0,5391515,5391515,0,1973190,0,1973190,7364705,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,11233,0.162646,0.155880,0.169501,1827.000000,11233,0,5391515,5391515,0,1973190,0,1973190,7364705,9.337895,1.287986,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,4,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,11233,0.162646,0.155880,0.169501,1827.000000,11233,0,5391515,5391515,0,1973190,0,1973190,7364705,4.054210,0.559201,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,mimo,mimo,mimo_to_mimo,rank@6,observed_free,USD,11237,0.421732,0.412566,0.430898,4739.000000,67422,11237,50011020,32366713,17644307,12191001,292162,12483163,62494183,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,mimo,mimo,mimo_to_mimo,rank@6,paid_equivalent_cache_miss,CNY,11237,0.421732,0.412566,0.430898,4739.000000,67422,11237,50011020,32366713,17644307,12191001,292162,12483163,62494183,74.977346,10.341703,8.025042,0.002182,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,live,__global__,mimo,mimo,mimo_to_mimo,rank@6,paid_equivalent_cache_hit,CNY,11237,0.421732,0.412566,0.430898,4739.000000,67422,11237,50011020,32366713,17644307,12191001,292162,12483163,62494183,25.966546,3.581593,6.401360,0.000756,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@6,observed_free,USD,11237,0.164190,0.157337,0.171042,1845.000000,67422,0,32366713,32366713,0,12191001,0,12191001,44557714,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@6,paid_equivalent_cache_miss,CNY,11237,0.164190,0.157337,0.171042,1845.000000,67422,0,32366713,32366713,0,12191001,0,12191001,44557714,56.748715,7.827409,6.073979,0.004242,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@6,paid_equivalent_cache_hit,CNY,11237,0.164190,0.157337,0.171042,1845.000000,67422,0,32366713,32366713,0,12191001,0,12191001,44557714,25.029336,3.452322,6.170315,0.001871,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@6,observed_free,USD,11237,0.707662,0.699208,0.716027,7952.000000,67422,0,32366713,32366713,0,12191001,0,12191001,44557714,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@6,paid_equivalent_cache_miss,CNY,11237,0.707662,0.699208,0.716027,7952.000000,67422,0,32366713,32366713,0,12191001,0,12191001,44557714,56.748715,7.827409,6.073979,0.000984,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@6,paid_equivalent_cache_hit,CNY,11237,0.707662,0.699208,0.716027,7952.000000,67422,0,32366713,32366713,0,12191001,0,12191001,44557714,25.029336,3.452322,6.170315,0.000434,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,11237,0.162677,0.155914,0.169529,1828.000000,11237,0,5394403,5394403,0,1974260,0,1974260,7368663,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,11237,0.162677,0.155914,0.169529,1828.000000,11237,0,5394403,5394403,0,1974260,0,1974260,7368663,9.342923,1.288679,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,6,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,11237,0.162677,0.155914,0.169529,1828.000000,11237,0,5394403,5394403,0,1974260,0,1974260,7368663,4.056408,0.559505,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@8,observed_free,USD,11240,0.175623,0.168594,0.182651,1974.000000,89920,0,43165537,43165537,0,16282830,0,16282830,59448367,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@8,paid_equivalent_cache_miss,CNY,11240,0.175623,0.168594,0.182651,1974.000000,89920,0,43165537,43165537,0,16282830,0,16282830,59448367,75.731197,10.445682,8.104075,0.005292,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,mimo,mimo_to_mimo,majority@8,paid_equivalent_cache_hit,CNY,11240,0.175623,0.168594,0.182651,1974.000000,89920,0,43165537,43165537,0,16282830,0,16282830,59448367,33.428971,4.610893,8.239608,0.002336,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@8,observed_free,USD,11240,0.859342,0.852847,0.865747,9659.000000,89920,0,43165537,43165537,0,16282830,0,16282830,59448367,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@8,paid_equivalent_cache_miss,CNY,11240,0.859342,0.852847,0.865747,9659.000000,89920,0,43165537,43165537,0,16282830,0,16282830,59448367,75.731197,10.445682,8.104075,0.001081,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,mimo,mimo_to_mimo,oracle@8,paid_equivalent_cache_hit,CNY,11240,0.859342,0.852847,0.865747,9659.000000,89920,0,43165537,43165537,0,16282830,0,16282830,59448367,33.428971,4.610893,8.239608,0.000477,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,observed_free,USD,11240,0.162633,0.155872,0.169484,1828.000000,11240,0,5395633,5395633,0,1974599,0,1974599,7370232,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_miss,CNY,11240,0.162633,0.155872,0.169484,1828.000000,11240,0,5395633,5395633,0,1974599,0,1974599,7370232,9.344831,1.288942,1.000000,0.000705,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,no_selector,__global__,mimo,mimo,mimo_to_mimo,single@1,paid_equivalent_cache_hit,CNY,11240,0.162633,0.155872,0.169484,1828.000000,11240,0,5395633,5395633,0,1974599,0,1974599,7370232,4.057111,0.559601,1.000000,0.000306,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,mimo,mimo,mimo_to_mimo,rank@8,observed_free,USD,11240,0.473577,0.464324,0.482829,5323.000000,89920,11240,65091121,43165537,21925584,16282830,1217328,17500158,82591279,0.000000,0.000000,,0.000000,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,mimo,mimo,mimo_to_mimo,rank@8,paid_equivalent_cache_miss,CNY,11240,0.473577,0.464324,0.482829,5323.000000,89920,11240,65091121,43165537,21925584,16282830,1217328,17500158,82591279,100.091437,13.805715,10.710889,0.002594,estimated +cost_efficiency_pool_size_2x2_pilot,strict_common,8,reused_rank16_truncated,__global__,mimo,mimo,mimo_to_mimo,rank@8,paid_equivalent_cache_hit,CNY,11240,0.473577,0.464324,0.482829,5323.000000,89920,11240,65091121,43165537,21925584,16282830,1217328,17500158,82591279,36.302138,5.007192,8.947790,0.000941,estimated diff --git a/data/external/evidence/formal/five_benchmark_cost_efficiency/natural_pool_size_stratum_accuracy_cost.csv b/data/external/evidence/formal/five_benchmark_cost_efficiency/natural_pool_size_stratum_accuracy_cost.csv new file mode 100644 index 0000000000000000000000000000000000000000..83e916ca2b1746682e2d658fc943fd0c1a8b4e4b --- /dev/null +++ b/data/external/evidence/formal/five_benchmark_cost_efficiency/natural_pool_size_stratum_accuracy_cost.csv @@ -0,0 +1,2441 @@ +experiment_id,population,benchmark,generator,selector,cell_id,pool_size,stratum,strategy,n_questions,accuracy,ci_low,ci_high +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,10,all_correct,majority@10,19,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,10,all_correct,oracle@10,19,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,10,all_correct,rank@10,19,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,10,all_correct,single@1,19,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,10,all_wrong,majority@10,2,0.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,10,all_wrong,oracle@10,2,0.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,10,all_wrong,rank@10,2,0.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,10,all_wrong,single@1,2,0.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,10,high,majority@10,96,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,10,high,oracle@10,96,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,10,high,rank@10,96,0.958333,0.916667,0.989583 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,10,high,single@1,96,0.812500,0.729167,0.885417 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,10,low,majority@10,35,0.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,10,low,oracle@10,35,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,10,low,rank@10,35,0.228571,0.085714,0.371429 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,10,low,single@1,35,0.028571,0.000000,0.085714 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,10,middle,majority@10,81,0.580247,0.469136,0.691358 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,10,middle,oracle@10,81,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,10,middle,rank@10,81,0.654321,0.543210,0.753086 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,10,middle,single@1,81,0.456790,0.345679,0.567901 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,12,all_correct,majority@12,18,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,12,all_correct,oracle@12,18,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,12,all_correct,rank@12,18,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,12,all_correct,single@1,18,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,12,all_wrong,majority@12,1,0.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,12,all_wrong,oracle@12,1,0.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,12,all_wrong,rank@12,1,0.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,12,all_wrong,single@1,1,0.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,12,high,majority@12,97,0.989691,0.969072,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,12,high,oracle@12,97,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,12,high,rank@12,97,0.969072,0.927835,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,12,high,single@1,97,0.773196,0.690722,0.855670 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,12,low,majority@12,3,0.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,12,low,oracle@12,3,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,12,low,rank@12,3,0.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,12,low,single@1,3,0.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,12,middle,majority@12,113,0.477876,0.389381,0.566372 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,12,middle,oracle@12,113,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,12,middle,rank@12,113,0.522124,0.433628,0.610619 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,12,middle,single@1,113,0.371681,0.283186,0.460177 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,14,all_correct,majority@14,17,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,14,all_correct,oracle@14,17,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,14,all_correct,rank@14,17,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,14,all_correct,single@1,17,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,14,high,majority@14,99,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,14,high,oracle@14,99,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,14,high,rank@14,99,0.969697,0.929293,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,14,high,single@1,99,0.767677,0.686869,0.848485 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,14,low,majority@14,33,0.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,14,low,oracle@14,33,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,14,low,rank@14,33,0.303030,0.151515,0.454545 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,14,low,single@1,33,0.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,14,middle,majority@14,84,0.595238,0.488095,0.702381 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,14,middle,oracle@14,84,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,14,middle,rank@14,84,0.619048,0.511905,0.726190 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,14,middle,single@1,84,0.500000,0.392857,0.607143 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,16,all_correct,majority@16,17,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,16,all_correct,oracle@16,17,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,16,all_correct,rank@16,17,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,16,all_correct,single@1,17,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,16,high,majority@16,99,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,16,high,oracle@16,99,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,16,high,rank@16,99,0.939394,0.888889,0.979798 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,16,high,single@1,99,0.747475,0.656566,0.828283 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,16,low,majority@16,3,0.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,16,low,oracle@16,3,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,16,low,rank@16,3,0.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,16,low,single@1,3,0.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,16,middle,majority@16,114,0.508772,0.421053,0.596491 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,16,middle,oracle@16,114,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,16,middle,rank@16,114,0.605263,0.517544,0.692982 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,16,middle,single@1,114,0.385965,0.298246,0.473684 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,2,all_correct,majority@2,67,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,2,all_correct,oracle@2,67,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,2,all_correct,rank@2,67,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,2,all_correct,single@1,67,1.000000,1.000000,1.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,2,all_wrong,majority@2,60,0.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,2,all_wrong,oracle@2,60,0.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,2,all_wrong,rank@2,60,0.000000,0.000000,0.000000 +cost_efficiency_pool_size_2x2_pilot,strict_common,gpqa,deepseek,deepseek,deepseek_to_deepseek,2,all_wrong,single@1,60,0.000000,0.000000,0.000000 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+provider,model_price_row,currency,input_cache_hit_per_mtok,input_cache_miss_per_mtok,output_per_mtok,use,source_url,cny_per_usd +deepseek,deepseek-v4-flash,USD,0.0028,0.14,0.28,DeepSeek generator/selector paid-equivalent,https://api-docs.deepseek.com/quick_start/pricing,7.25 +mimo,MiMo-V2.5,CNY,0.02,1.0,2.0,Mimo generator/selector paid-equivalent,https://mimo.mi.com/,7.25 +mimo_medium,MiMo-V2.5 medium-thinking,CNY,0.02,1.0,2.0,Mimo medium-thinking generator/selector paid-equivalent,https://mimo.mi.com/,7.25 +observed_free,free_or_local_endpoint,USD,0.0,0.0,0.0,Actual free/local endpoint scenario,,7.25 diff --git a/data/external/evidence/formal/five_benchmark_cost_efficiency/raw_log_consistency_audit.csv b/data/external/evidence/formal/five_benchmark_cost_efficiency/raw_log_consistency_audit.csv new file mode 100644 index 0000000000000000000000000000000000000000..1a795769c6f3a8f29cfa588f8954650d1b3e28c2 --- /dev/null +++ b/data/external/evidence/formal/five_benchmark_cost_efficiency/raw_log_consistency_audit.csv @@ -0,0 +1,53 @@ +experiment_id,source_class,judge,generator,population,cell_id,n_tasks,n_details,n_parse_ok,n_failed,parse_ok_rate,bad_jsonl,duplicate_task_keys,duplicate_detail_keys,denominator_mismatch,failed_rows_with_nonempty_ranking,parse_ok_ranking_permutation_issues,raw_success_missing_from_details,status +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,deepseek_judge,deepseek,balanced_k12_3c9w,deepseek_to_deepseek,1774,1774,1769,5,0.997182,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,deepseek_judge,deepseek,balanced_k12_6c6w,deepseek_to_deepseek,1898,1898,1895,3,0.998419,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,deepseek_judge,deepseek,balanced_k12_9c3w,deepseek_to_deepseek,1491,1491,1487,4,0.997317,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,deepseek_judge,deepseek,balanced_k4_1c3w,deepseek_to_deepseek,2136,2136,2104,32,0.985019,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,deepseek_judge,deepseek,balanced_k4_2c2w,deepseek_to_deepseek,2147,2147,2124,23,0.989287,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,deepseek_judge,deepseek,balanced_k4_3c1w,deepseek_to_deepseek,2135,2135,2135,0,1.000000,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,deepseek_judge,deepseek,strict_common_natural_k10,deepseek_to_deepseek,11241,11241,11240,1,0.999911,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,deepseek_judge,deepseek,strict_common_natural_k12,deepseek_to_deepseek,11241,11241,11240,1,0.999911,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,deepseek_judge,deepseek,strict_common_natural_k14,deepseek_to_deepseek,11241,11241,11207,34,0.996975,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,reused_rank16_source,deepseek_judge,deepseek,strict_common_natural_k16,deepseek_to_deepseek,11241,11241,11241,0,1.000000,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,deepseek_judge,deepseek,strict_common_natural_k2,deepseek_to_deepseek,11241,11241,11241,0,1.000000,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,deepseek_judge,deepseek,strict_common_natural_k4,deepseek_to_deepseek,11241,11241,11241,0,1.000000,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,deepseek_judge,deepseek,strict_common_natural_k6,deepseek_to_deepseek,11241,11241,11241,0,1.000000,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,deepseek_judge,mimo,balanced_k12_3c9w,mimo_to_deepseek,1608,1608,1601,7,0.995647,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,deepseek_judge,mimo,balanced_k12_6c6w,mimo_to_deepseek,722,722,721,1,0.998615,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,deepseek_judge,mimo,balanced_k12_9c3w,mimo_to_deepseek,23,23,23,0,1.000000,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,deepseek_judge,mimo,balanced_k4_1c3w,mimo_to_deepseek,2178,2178,2132,46,0.978880,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,deepseek_judge,mimo,balanced_k4_2c2w,mimo_to_deepseek,2178,2178,2162,16,0.992654,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,deepseek_judge,mimo,balanced_k4_3c1w,mimo_to_deepseek,1624,1624,1624,0,1.000000,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,deepseek_judge,mimo,strict_common_natural_k10,mimo_to_deepseek,11241,11241,11241,0,1.000000,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,deepseek_judge,mimo,strict_common_natural_k12,mimo_to_deepseek,11241,11241,11224,17,0.998488,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,deepseek_judge,mimo,strict_common_natural_k14,mimo_to_deepseek,11241,11241,11127,114,0.989859,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,reused_rank16_source,deepseek_judge,mimo,strict_common_natural_k16,mimo_to_deepseek,11241,11241,11241,0,1.000000,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,deepseek_judge,mimo,strict_common_natural_k2,mimo_to_deepseek,11241,11241,11241,0,1.000000,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,deepseek_judge,mimo,strict_common_natural_k4,mimo_to_deepseek,11241,11241,11241,0,1.000000,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,deepseek_judge,mimo,strict_common_natural_k6,mimo_to_deepseek,11241,11241,11241,0,1.000000,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,mimo_judge,deepseek,balanced_k12_3c9w,deepseek_to_mimo,1774,1774,1708,66,0.962796,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,mimo_judge,deepseek,balanced_k12_6c6w,deepseek_to_mimo,1898,1898,1880,18,0.990516,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,mimo_judge,deepseek,balanced_k12_9c3w,deepseek_to_mimo,1491,1491,1473,18,0.987928,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,mimo_judge,deepseek,balanced_k4_1c3w,deepseek_to_mimo,2136,2136,2135,1,0.999532,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,mimo_judge,deepseek,balanced_k4_2c2w,deepseek_to_mimo,2147,2147,2126,21,0.990219,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,mimo_judge,deepseek,balanced_k4_3c1w,deepseek_to_mimo,2135,2135,2126,9,0.995785,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,mimo_judge,deepseek,strict_common_natural_k10,deepseek_to_mimo,11241,11241,11227,14,0.998755,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,mimo_judge,deepseek,strict_common_natural_k12,deepseek_to_mimo,11241,11241,11067,174,0.984521,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,mimo_judge,deepseek,strict_common_natural_k14,deepseek_to_mimo,11241,11241,11010,231,0.979450,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,reused_rank16_source,mimo_judge,deepseek,strict_common_natural_k16,deepseek_to_mimo,11241,11241,11240,1,0.999911,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,mimo_judge,deepseek,strict_common_natural_k2,deepseek_to_mimo,11241,11241,11239,2,0.999822,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,mimo_judge,deepseek,strict_common_natural_k4,deepseek_to_mimo,11241,11241,11231,10,0.999110,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,mimo_judge,deepseek,strict_common_natural_k6,deepseek_to_mimo,11241,11241,11230,11,0.999021,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,mimo_judge,mimo,balanced_k12_3c9w,mimo_to_mimo,1608,1608,1595,13,0.991915,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,mimo_judge,mimo,balanced_k12_6c6w,mimo_to_mimo,722,722,708,14,0.980609,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,mimo_judge,mimo,balanced_k12_9c3w,mimo_to_mimo,23,23,23,0,1.000000,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,mimo_judge,mimo,balanced_k4_1c3w,mimo_to_mimo,2178,2178,2137,41,0.981175,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,mimo_judge,mimo,balanced_k4_2c2w,mimo_to_mimo,2178,2178,2174,4,0.998163,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,mimo_judge,mimo,balanced_k4_3c1w,mimo_to_mimo,1624,1624,1618,6,0.996305,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,mimo_judge,mimo,strict_common_natural_k10,mimo_to_mimo,11241,11241,11229,12,0.998932,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,mimo_judge,mimo,strict_common_natural_k12,mimo_to_mimo,11241,11241,11091,150,0.986656,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,mimo_judge,mimo,strict_common_natural_k14,mimo_to_mimo,11241,11241,11219,22,0.998043,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,reused_rank16_source,mimo_judge,mimo,strict_common_natural_k16,mimo_to_mimo,11241,11241,11240,1,0.999911,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,mimo_judge,mimo,strict_common_natural_k2,mimo_to_mimo,11241,11241,11238,3,0.999733,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,mimo_judge,mimo,strict_common_natural_k4,mimo_to_mimo,11241,11241,11233,8,0.999288,0,0,0,0,0,0,0,PASS +global_leaderboard_pool_size_cost_efficiency,pool_size_primary,mimo_judge,mimo,strict_common_natural_k6,mimo_to_mimo,11241,11241,11237,4,0.999644,0,0,0,0,0,0,0,PASS diff --git a/data/external/evidence/formal/five_benchmark_cost_efficiency/repair_audit_summary.md b/data/external/evidence/formal/five_benchmark_cost_efficiency/repair_audit_summary.md new file mode 100644 index 0000000000000000000000000000000000000000..a1003bd7833ade1a831d46e5cb290612471b457b --- /dev/null +++ b/data/external/evidence/formal/five_benchmark_cost_efficiency/repair_audit_summary.md @@ -0,0 +1,68 @@ +# Pool-Size 2x2 Repair Audit + +Status: PASS + +Date: 2026-07-02 + +## Repair Targets + +| Population | Cell | Parse-ok after repair | Failed rows remaining | Status | +| --- | --- | ---: | ---: | --- | +| `strict_common_natural_k14` | `mimo_to_mimo` | 11,219 / 11,241 = 99.8043% | 22 | PASS | +| `balanced_k4_1c3w` | `deepseek_to_mimo` | 2,135 / 2,136 = 99.9532% | 1 | PASS | +| `balanced_k12_9c3w` | `mimo_to_mimo` | 23 / 23 = 100.0000% | 0 | PASS | + +All repair targets exceed the 98% parse-ok threshold. + +## Raw-Log Reconciliation + +Subagent validation found 23 successful final `task_log.jsonl` records in +`strict_common_natural_k12 / deepseek_to_deepseek` that had not been absorbed into +`details.csv`, `summary.csv`, and `resume_state.json`. These were existing +successful ranking records, not new model calls. + +The cell was reconciled offline from its append-only raw log: + +- Before reconciliation: 11,217 / 11,241 parse-ok, 24 failed. +- After reconciliation: 11,240 / 11,241 parse-ok, 1 failed. + +The top-level pool-size summaries were rebuilt offline after reconciliation. + +## Global Validity Checks + +- Total ranking tasks: 309,612 +- Total parse-ok rows: 308,456 +- Total failed rows: 1,156 +- Overall parse-ok rate: 99.6266% +- Failed rows with non-empty ranking: 0 +- Bad JSONL lines: 0 +- Duplicate task/detail keys: 0 +- Denominator mismatches: 0 +- Parse-ok ranking permutation issues: 0 +- Raw successful final log records missing from final details: 0 + +## Rebuilt Target Summaries + +- `strict_common_natural_k14 / mimo_to_mimo / rank@14`: `n_questions=11219`, accuracy `0.500758`, 95% CI `[0.491929, 0.509669]`. +- `balanced_k4_1c3w / deepseek_to_mimo`: `n_pools=2135`, mean AUC `0.599063`, top1 correct rate `0.428103`. +- `balanced_k12_9c3w / mimo_to_mimo`: `n_pools=23`, mean AUC `0.858293`, top1 correct rate `0.869565`. +- Reconciled non-target check, `strict_common_natural_k12 / deepseek_to_deepseek / rank@12`: `n_questions=11240`, accuracy `0.643416`, 95% CI `[0.637353, 0.650538]`. + +## Validation Commands + +```bash +.venv/bin/python scripts/run_experiment.py --config configs/experiments/pilot/cost_efficiency_pool_size_2x2_repair.yaml --dry-run +ALLOW_EXTERNAL_MODEL_TRANSFER=1 OPENAI_BASE_URL=http://127.0.0.1:4002/v1 OPENAI_API_KEY=dummy .venv/bin/python scripts/run_experiment.py --config configs/experiments/pilot/cost_efficiency_pool_size_2x2_repair.yaml --require-llm +.venv/bin/python scripts/run_experiment.py --config configs/experiments/pilot/cost_efficiency_pool_size_2x2_repair.yaml +.venv/bin/python -m unittest tests.test_cost_efficiency_16sample -v +.venv/bin/python -m unittest discover -s tests -p "test_*.py" -v +``` + +The offline rebuild required unsandboxed access to the local Hugging Face dataset cache lock, but did not use `--require-llm` and did not call an LLM endpoint. The raw-log reconciliation also did not call an LLM endpoint. + +## Remaining Caveats + +- This is still pilot evidence until author-approved formal promotion. +- `balanced_k12_9c3w / mimo_to_mimo` remains a sparse ceiling stress-test cell even though parse-ok is now 100%. +- Natural pool-size results are strict-common, parse-ok-filtered evidence. +- Failed rows remain in the raw logs for auditability, but they do not enter accuracy or AUC summaries. diff --git a/data/external/evidence/formal/five_benchmark_cost_efficiency/source_README.md b/data/external/evidence/formal/five_benchmark_cost_efficiency/source_README.md new file mode 100644 index 0000000000000000000000000000000000000000..9ad9a28fcef55430c9fdcd08172996f7c951e505 --- /dev/null +++ b/data/external/evidence/formal/five_benchmark_cost_efficiency/source_README.md @@ -0,0 +1,7 @@ +# Source README + +This directory is a compact manuscript-facing mirror of `results/formal/five_benchmark_cost_efficiency/`. + +It intentionally keeps only summary tables and audits needed for writing and figure generation. Full selector tasks, details, raw logs, resume states, generated pool summaries, and the complete formal snapshot manifest remain in the formal results package. + +Use these files for the pool-size sensitivity and cost-efficiency claim. Do not treat balanced sparse ceiling cells as headline evidence. diff --git a/data/external/evidence/formal/five_benchmark_cost_efficiency/source_paths.md b/data/external/evidence/formal/five_benchmark_cost_efficiency/source_paths.md new file mode 100644 index 0000000000000000000000000000000000000000..a7aa60abb51faeb7816cfae4c633ab24fd257b60 --- /dev/null +++ b/data/external/evidence/formal/five_benchmark_cost_efficiency/source_paths.md @@ -0,0 +1,7 @@ +# Source Paths + +- Formal package: `/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_cost_efficiency` +- Source pilot: `/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/pilots/request_cost_estimation/global_replay_cost_efficiency_pool_size_2x2_pilot` +- Reused rank-16 source: `/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/pilots/request_cost_estimation/global_replay_cost_efficiency_16sample_2x2_pilot` +- Full selector rankings and raw logs remain in the formal package under `selector_rankings/`. +- This manuscript evidence mirror contains compact tables for writing and figure generation. diff --git a/data/external/evidence/formal/five_benchmark_selector_boundary/README.md b/data/external/evidence/formal/five_benchmark_selector_boundary/README.md new file mode 100644 index 0000000000000000000000000000000000000000..2e81eb99edc21c4f3e21ce57e7c74008013e83e0 --- /dev/null +++ b/data/external/evidence/formal/five_benchmark_selector_boundary/README.md @@ -0,0 +1,19 @@ +# Five-Benchmark Selector Boundary + +## Writing Role +Supports the main availability-reliability boundary claim by preserving the compact migration and completion manifests for the five-benchmark formal package. + +## Evidence Status +formal + +## Mirrored Files +- `source_README.md` +- `manifest.csv` +- `migration_selection.csv` +- `boundary_completion_manifest.csv` + +## Full Source Package +- `results/formal/five_benchmark_selector_boundary/` + +## Copy Policy +Large raw traces and complete answer/ranking banks remain in the source package. diff --git a/data/external/evidence/formal/five_benchmark_selector_boundary/boundary_completion_manifest.csv b/data/external/evidence/formal/five_benchmark_selector_boundary/boundary_completion_manifest.csv new file mode 100644 index 0000000000000000000000000000000000000000..f0a9b8e5d8f8c4e7c525dfd4fb394270578f5088 --- /dev/null +++ b/data/external/evidence/formal/five_benchmark_selector_boundary/boundary_completion_manifest.csv @@ -0,0 +1,33 @@ +judge,judge_model_id,generator,benchmark,regime,input_pool_path,input_ranking_path,output_ranking_path,output_summary_path,tasks,parse_ok,parse_failed,status +deepseek,deepseek_v4_flash_judge,deepseek,gpqa,natural,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/generated_pools/deepseek_generated/gpqa/natural_pools.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/gpqa/natural_ranking.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/gpqa/natural_ranking.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/gpqa/natural_ranking_summary.csv,0,0,0,skipped_no_tasks +deepseek,deepseek_v4_flash_judge,deepseek,gpqa,balanced,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/generated_pools/deepseek_generated/gpqa/balanced_pools.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/gpqa/balanced_ranking.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/gpqa/balanced_ranking.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/gpqa/balanced_ranking_summary.csv,0,0,0,skipped_no_tasks +deepseek,deepseek_v4_flash_judge,deepseek,medxpertqa,natural,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/generated_pools/deepseek_generated/medxpertqa/natural_pools.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/medxpertqa/natural_ranking.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/medxpertqa/natural_ranking.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/medxpertqa/natural_ranking_summary.csv,0,0,0,skipped_no_tasks +deepseek,deepseek_v4_flash_judge,deepseek,medxpertqa,balanced,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/generated_pools/deepseek_generated/medxpertqa/balanced_pools.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/medxpertqa/balanced_ranking.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/medxpertqa/balanced_ranking.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/medxpertqa/balanced_ranking_summary.csv,0,0,0,skipped_no_tasks +deepseek,deepseek_v4_flash_judge,deepseek,mmlu_pro,natural,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/generated_pools/deepseek_generated/mmlu_pro/natural_pools.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/mmlu_pro/natural_ranking.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/mmlu_pro/natural_ranking.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/mmlu_pro/natural_ranking_summary.csv,0,0,0,skipped_no_tasks +deepseek,deepseek_v4_flash_judge,deepseek,mmlu_pro,balanced,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/generated_pools/deepseek_generated/mmlu_pro/balanced_pools.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/mmlu_pro/balanced_ranking.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/mmlu_pro/balanced_ranking.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/mmlu_pro/balanced_ranking_summary.csv,0,0,0,skipped_no_tasks +deepseek,deepseek_v4_flash_judge,deepseek,musr,natural,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/generated_pools/deepseek_generated/musr/natural_pools.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/musr/natural_ranking.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/musr/natural_ranking.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/five_benchmark_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/musr/natural_ranking_summary.csv,0,0,0,skipped_no_tasks 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b/data/external/evidence/formal/five_benchmark_selector_boundary/source_README.md @@ -0,0 +1,122 @@ +# Five-Benchmark Selector Boundary Formal Snapshot + +This directory is a filtered formal snapshot copied from: + +`/Users/jay/research/evole-meme/meme_evo_mas_pilot/results/five_benchmark_selector_boundary` + +It preserves the core selector-boundary evidence for the generator/judge matrix +over `gpqa`, `medxpertqa`, `mmlu_pro`, and `musr`. A post-migration +`hle_text_mc` extension has since been added after local validation. This is not +a full copy of the legacy workspace. Balanced cross-model rankings that only +existed in legacy aggregate files have been split into per-benchmark files in +this snapshot. + +## Included Files + +- `generated_pools/deepseek_generated/{gpqa,medxpertqa,mmlu_pro,musr}/` +- `generated_pools/mimo_generated/{gpqa,medxpertqa,mmlu_pro,musr}/` +- `selector_rankings/deepseek_judge/deepseek_generated/{gpqa,medxpertqa,mmlu_pro,musr}/` +- `selector_rankings/deepseek_judge/mimo_generated/{gpqa,medxpertqa,mmlu_pro,musr}/` +- `selector_rankings/mimo_judge/deepseek_generated/{gpqa,medxpertqa,mmlu_pro,musr}/` +- `selector_rankings/mimo_judge/mimo_generated/{gpqa,medxpertqa,mmlu_pro,musr}/` +- `generated_pools/{deepseek_generated,mimo_generated}/hle_text_mc/` +- `selector_rankings/{deepseek_judge,mimo_judge}/{deepseek_generated,mimo_generated}/hle_text_mc/` + +The root `manifest.csv` and `migration_log.csv` are copied from the legacy +workspace for provenance. `migration_selection.csv` is generated for this formal +snapshot and records the exact copied and derived legacy file set. The +post-migration `hle_text_mc` extension is not part of that migration index. + +## Excluded Files + +The migration intentionally excludes `bbh`, all `omni_math*` paths, `_aggregate` +tables, logs, `.DS_Store`, provisional or superseded artifacts, debug batches, +header-only files, and empty placeholders. + +Old Omni-MATH artifacts are excluded because that benchmark is being replaced by +MATH-500 in the current formal workflow. + +## Provenance And Validation + +Use `migration_selection.csv` as the authoritative index for this snapshot. It +records relative path, source path, target path, generator, judge, benchmark, +stage, source size, source SHA-256, target SHA-256, and whether the copied file +was covered by the legacy manifest. Rows with `source_kind=derived_from_aggregate` +were split from legacy aggregate ranking files; their source SHA-256 identifies +the aggregate source and their target SHA-256 identifies the derived file. + +There are 110 indexed files in this snapshot: + +- 49 generated-pool files +- 58 selector-ranking files +- 3 root provenance files + +The 18 Mimo-related selector-ranking files that were present on disk but missing +from the legacy manifest are included and marked with `manifest_covered=false`. + +The balanced 2x2 matrix is represented per benchmark for all non-Omni cells. +Twenty-one balanced files were derived during migration: 10 ranking files split +from legacy aggregate files and 11 per-benchmark summaries. + +## HLE Text Multiple-Choice Extension + +The `hle_text_mc` sample banks and pools were generated in the pilot area, +validated, and then copied into this formal path. The HLE selector rankings were +run with the same judge cells and model specs as the other boundary-completion +benchmarks, with HLE-specific `concurrency: 200` configs: + +- `configs/experiments/boundary_completion/test/hle_text_mc_selector_boundary_completion_test.yaml` +- `configs/experiments/boundary_completion/test/hle_text_mc_selector_boundary_retry_failed_test.yaml` + +The HLE run manifests are copied as +`hle_text_mc_boundary_completion_manifest.csv` and +`hle_text_mc_boundary_retry_failed_manifest.csv`. After retries, dry-run +validation reported zero remaining HLE retry tasks. + +Current HLE selector-ranking status: + +- selector-ranking files: 8 +- total ranking rows: 9868 +- parse-ok rows: 9868 +- parse-failed rows retained as empty rankings: 0 + +## Boundary Completion Run + +Missing selector rankings were completed with: + +`configs/experiments/boundary_completion/formal/five_benchmark_selector_boundary_completion.yaml` + +The completion runner uses a global task queue across active cells, benchmarks, +and regimes with total `concurrency: 400`. The formal run only fills missing +pool rankings; rows that still fail strict ranking parsing are preserved for a +later retry/audit pass rather than repeatedly retried in the missing-fill pass. + +Parse-failed rows were retried with: + +`configs/experiments/boundary_completion/formal/five_benchmark_selector_boundary_retry_failed.yaml` + +The retry pass uses the same global `concurrency: 400` runner with +`fill_missing: false` and `retry_parse_failures: true`, so it only revisits rows +whose previous outputs failed parsing. + +The GPQA question source is loaded from the public GPQA dataset zip fallback and +normalized as `gpqa_extended`, matching the migrated pool identifiers. LLM calls +use the configured model endpoint without setting `max_tokens`. + +Current formal CSV status after the retry-failed pass, including the HLE +extension: + +- selector-ranking files: 40 +- total ranking rows: 313438 +- parse-ok rows: 313434 +- parse-failed rows retained as empty rankings: 4 + +Remaining failures are from the original non-HLE boundary-completion run and are +strict-parser failures, not missing rows or API timeouts. All four retained rows +are `mimo` judge outputs on `mmlu_pro` whose responses were not valid full +permutations of the eight prompt candidate IDs: `1619_balanced_2c6w`, +`1212_natural_8_r2`, `199_natural_8_r2`, and `1867_natural_8_r0`. + +Run status is indexed in `boundary_completion_manifest.csv` and +`boundary_retry_failed_manifest.csv`; logs are written under +`logs/boundary_completion/`. diff --git a/data/external/evidence/formal/five_benchmark_selector_boundary/source_paths.md b/data/external/evidence/formal/five_benchmark_selector_boundary/source_paths.md new file mode 100644 index 0000000000000000000000000000000000000000..ffcf3853acc28ee065ebc01a99845ffc7fc73c3c --- /dev/null +++ b/data/external/evidence/formal/five_benchmark_selector_boundary/source_paths.md @@ -0,0 +1,19 @@ +# Five-Benchmark Selector Boundary + +## Writing Role +Path map for the compact five-benchmark selector-boundary mirror used in manuscript writing and review. + +## Evidence Status +formal + +## Mirrored Files +- `source_README.md` from `results/formal/five_benchmark_selector_boundary/README.md` +- `manifest.csv` from `results/formal/five_benchmark_selector_boundary/manifest.csv` +- `migration_selection.csv` from `results/formal/five_benchmark_selector_boundary/migration_selection.csv` +- `boundary_completion_manifest.csv` from `results/formal/five_benchmark_selector_boundary/boundary_completion_manifest.csv` + +## Full Source Package +- `results/formal/five_benchmark_selector_boundary/` + +## Copy Policy +Large raw traces and complete answer/ranking banks remain in the source package. diff --git a/data/external/evidence/formal/global_leaderboard_replay/README.md b/data/external/evidence/formal/global_leaderboard_replay/README.md new file mode 100644 index 0000000000000000000000000000000000000000..23cc8339a74a98a721ec2713caa182cde2d73744 --- /dev/null +++ b/data/external/evidence/formal/global_leaderboard_replay/README.md @@ -0,0 +1,23 @@ +# Global Leaderboard Replay + +## Writing Role +Supports the global natural-pool replay claim by mirroring compact coverage, benchmark, paired-delta, stratified, and ranking-completion summaries. + +## Evidence Status +formal + +## Mirrored Files +- `source_README.md` +- `coverage_audit.csv` +- `benchmark_summary.csv` +- `paired_deltas.csv` +- `stratified_summary.csv` +- `formal_snapshot_manifest.csv` +- `ranking_completion_manifest.csv` + +## Full Source Package +- `results/formal/global_leaderboard_diffusion/` +- `results/formal/global_leaderboard_ranking_completion/` + +## Copy Policy +Large raw traces and complete answer/ranking banks remain in the source package. diff --git a/data/external/evidence/formal/global_leaderboard_replay/benchmark_summary.csv b/data/external/evidence/formal/global_leaderboard_replay/benchmark_summary.csv new file mode 100644 index 0000000000000000000000000000000000000000..5f74f82908ded66e46c1434cd20433d4b68a2282 --- /dev/null +++ b/data/external/evidence/formal/global_leaderboard_replay/benchmark_summary.csv @@ -0,0 +1,31 @@ +experiment_id,benchmark,strategy,n_questions,accuracy,ci_low,ci_high +global_leaderboard_diffusion_pilot,__global__,direct_single_random,16278,0.425284,0.421336,0.429219 +global_leaderboard_diffusion_pilot,__global__,majority_vote,16278,0.638191,0.632391,0.643948 +global_leaderboard_diffusion_pilot,__global__,rank_soft_copy,16278,0.690355,0.684875,0.695933 +global_leaderboard_diffusion_pilot,__global__,rank_top1_copy,16278,0.690355,0.684875,0.695933 +global_leaderboard_diffusion_pilot,__global__,shuffled_rank_soft_copy,16278,0.424694,0.420755,0.428794 +global_leaderboard_diffusion_pilot,gpqa,direct_single_random,546,0.550623,0.528370,0.573120 +global_leaderboard_diffusion_pilot,gpqa,majority_vote,546,0.713143,0.684556,0.743673 +global_leaderboard_diffusion_pilot,gpqa,rank_soft_copy,546,0.771795,0.742125,0.800742 +global_leaderboard_diffusion_pilot,gpqa,rank_top1_copy,546,0.771795,0.742125,0.800742 +global_leaderboard_diffusion_pilot,gpqa,shuffled_rank_soft_copy,546,0.550432,0.529034,0.573783 +global_leaderboard_diffusion_pilot,hle_text_mc,direct_single_random,494,0.231964,0.214233,0.248080 +global_leaderboard_diffusion_pilot,hle_text_mc,majority_vote,494,0.270186,0.240611,0.296644 +global_leaderboard_diffusion_pilot,hle_text_mc,rank_soft_copy,494,0.317409,0.285020,0.347379 +global_leaderboard_diffusion_pilot,hle_text_mc,rank_top1_copy,494,0.317409,0.285020,0.347379 +global_leaderboard_diffusion_pilot,hle_text_mc,shuffled_rank_soft_copy,494,0.235154,0.217915,0.251871 +global_leaderboard_diffusion_pilot,medxpertqa,direct_single_random,2450,0.224176,0.215889,0.231666 +global_leaderboard_diffusion_pilot,medxpertqa,majority_vote,2450,0.323413,0.308930,0.337285 +global_leaderboard_diffusion_pilot,medxpertqa,rank_soft_copy,2450,0.402122,0.386118,0.416582 +global_leaderboard_diffusion_pilot,medxpertqa,rank_top1_copy,2450,0.402122,0.386118,0.416582 +global_leaderboard_diffusion_pilot,medxpertqa,shuffled_rank_soft_copy,2450,0.222778,0.214633,0.230534 +global_leaderboard_diffusion_pilot,mmlu_pro,direct_single_random,12032,0.463896,0.459127,0.468634 +global_leaderboard_diffusion_pilot,mmlu_pro,majority_vote,12032,0.717264,0.710587,0.723804 +global_leaderboard_diffusion_pilot,mmlu_pro,rank_soft_copy,12032,0.760539,0.754205,0.766492 +global_leaderboard_diffusion_pilot,mmlu_pro,rank_top1_copy,12032,0.760539,0.754205,0.766492 +global_leaderboard_diffusion_pilot,mmlu_pro,shuffled_rank_soft_copy,12032,0.463345,0.458358,0.468146 +global_leaderboard_diffusion_pilot,musr,direct_single_random,756,0.498294,0.487109,0.510212 +global_leaderboard_diffusion_pilot,musr,majority_vote,756,0.586180,0.565311,0.607658 +global_leaderboard_diffusion_pilot,musr,rank_soft_copy,756,0.692328,0.667712,0.716157 +global_leaderboard_diffusion_pilot,musr,rank_top1_copy,756,0.692328,0.667712,0.716157 +global_leaderboard_diffusion_pilot,musr,shuffled_rank_soft_copy,756,0.496952,0.485420,0.508201 diff --git a/data/external/evidence/formal/global_leaderboard_replay/coverage_audit.csv b/data/external/evidence/formal/global_leaderboard_replay/coverage_audit.csv new file mode 100644 index 0000000000000000000000000000000000000000..89f82a334dd1b57c788412e66e6328c8a3ed4aca --- /dev/null +++ b/data/external/evidence/formal/global_leaderboard_replay/coverage_audit.csv @@ -0,0 +1,6 @@ +experiment_id,benchmark,generator,judge,sample_bank_questions,sample_bank_parse_ok_questions,pool_questions,pool_count,ranking_rows,ranking_parse_ok_rows,ranked_pool_count,missing_ranked_pools,invalid_rankings,status +global_leaderboard_diffusion_pilot,mmlu_pro,deepseek,deepseek,12032,12032,12032,60160,60160,60160,60160,0,0,ok +global_leaderboard_diffusion_pilot,gpqa,deepseek,deepseek,546,546,546,2730,2730,2730,2730,0,0,ok +global_leaderboard_diffusion_pilot,medxpertqa,deepseek,deepseek,2450,2450,2450,12250,12250,12250,12250,0,0,ok +global_leaderboard_diffusion_pilot,musr,deepseek,deepseek,756,756,756,3780,3780,3780,3780,0,0,ok +global_leaderboard_diffusion_pilot,hle_text_mc,deepseek,deepseek,498,497,494,2470,2470,2470,2470,0,0,ok diff --git a/data/external/evidence/formal/global_leaderboard_replay/formal_snapshot_manifest.csv b/data/external/evidence/formal/global_leaderboard_replay/formal_snapshot_manifest.csv new file mode 100644 index 0000000000000000000000000000000000000000..ee4cee60652d4866490cfdb677ebe9963101c9bd --- /dev/null +++ b/data/external/evidence/formal/global_leaderboard_replay/formal_snapshot_manifest.csv @@ -0,0 +1,14 @@ +package,relative_path,source_path,target_path,bytes,source_sha256,target_sha256,sha256_match,copied_at_utc +global_leaderboard_diffusion,coverage_audit.csv,results/pilots/global_leaderboard_diffusion/coverage_audit.csv,results/formal/global_leaderboard_diffusion/coverage_audit.csv,742,56ea48b5202145bec56481aa7b5ac554463a9b997aca413dfdd1729537d1fbda,56ea48b5202145bec56481aa7b5ac554463a9b997aca413dfdd1729537d1fbda,true,2026-06-28T03:42:03.989767+00:00 +global_leaderboard_diffusion,coverage_audit.csv.metadata.json,generated_during_promotion,results/formal/global_leaderboard_diffusion/coverage_audit.csv.metadata.json,598,,cf322c71932bd608ec95d056439a36c679e7b2dce370de5a5a848ed6bad1bf7a,,2026-06-28T03:42:03.989767+00:00 +global_leaderboard_diffusion,coverage_missing_pools.csv,results/pilots/global_leaderboard_diffusion/coverage_missing_pools.csv,results/formal/global_leaderboard_diffusion/coverage_missing_pools.csv,42,0ecc13ec315f59dbf6a4121cc69759ec66d596f4d00fe0fa79411d55d73cbb22,0ecc13ec315f59dbf6a4121cc69759ec66d596f4d00fe0fa79411d55d73cbb22,true,2026-06-28T03:42:03.989767+00:00 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+global_leaderboard_diffusion,paired_deltas.csv,results/pilots/global_leaderboard_diffusion/paired_deltas.csv,results/formal/global_leaderboard_diffusion/paired_deltas.csv,17970,c29050e7a73ca85dcc2cde118e020e522d126bf96f00d5c009246c10441f8c43,c29050e7a73ca85dcc2cde118e020e522d126bf96f00d5c009246c10441f8c43,true,2026-06-28T03:42:03.989767+00:00 +global_leaderboard_diffusion,paired_deltas.csv.metadata.json,generated_during_promotion,results/formal/global_leaderboard_diffusion/paired_deltas.csv.metadata.json,596,,b385ae070d95de5b5fa2f6030a65e44f8be0f3ed92f286578808451b91234e21,,2026-06-28T03:42:03.989767+00:00 +global_leaderboard_diffusion,stratified_summary.csv,results/pilots/global_leaderboard_diffusion/stratified_summary.csv,results/formal/global_leaderboard_diffusion/stratified_summary.csv,15635,a13407b03649ce2d3c164967b68b703727d03daec157354e3a2c8b2b554ee855,a13407b03649ce2d3c164967b68b703727d03daec157354e3a2c8b2b554ee855,true,2026-06-28T03:42:03.989767+00:00 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+global_leaderboard_diffusion,README.md,generated_during_promotion,results/formal/global_leaderboard_diffusion/README.md,3578,,5c19339244559b9cf4b78e3277c234ebd2c5e21ef63bb5f0462fe44c45d22723,,2026-06-28T03:43:12.923481+00:00 diff --git a/data/external/evidence/formal/global_leaderboard_replay/paired_deltas.csv b/data/external/evidence/formal/global_leaderboard_replay/paired_deltas.csv new file mode 100644 index 0000000000000000000000000000000000000000..d798ee413f4efc9687491d094b2968cdc2cc1655 --- /dev/null +++ b/data/external/evidence/formal/global_leaderboard_replay/paired_deltas.csv @@ -0,0 +1,137 @@ +experiment_id,benchmark,stratum,contrast,n_questions,mean_delta,ci_low,ci_high +global_leaderboard_diffusion_pilot,__global__,__all__,rank_soft_copy_minus_direct_single_random,16278,0.265071,0.260896,0.269103 +global_leaderboard_diffusion_pilot,__global__,__all__,rank_soft_copy_minus_majority_vote,16278,0.052164,0.048498,0.055855 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0000000000000000000000000000000000000000..7bb0d082efc38c502f89d23ff2cd0daaf99f018f --- /dev/null +++ b/data/external/evidence/formal/global_leaderboard_replay/ranking_completion_manifest.csv @@ -0,0 +1,6 @@ +judge,judge_model_id,generator,benchmark,regime,input_pool_path,input_ranking_path,output_ranking_path,output_summary_path,tasks,parse_ok,parse_failed,status 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b/data/external/evidence/formal/global_leaderboard_replay/source_README.md new file mode 100644 index 0000000000000000000000000000000000000000..10144b47adf869681b71a4ce0cb40619e0b44402 --- /dev/null +++ b/data/external/evidence/formal/global_leaderboard_replay/source_README.md @@ -0,0 +1,96 @@ +# Complete Natural-Pool Replay Formal Snapshot + +This directory formalizes the completed frozen natural-pool replay promoted +from `results/pilots/global_leaderboard_diffusion` after local consistency +checks and read-only subagent validation. + +The replay tests whether selector-guided transmission improves final task +accuracy over direct single-sample answering, majority voting, shuffled +ranking, and top-1 copying on the complete natural-pool benchmark set from +`results/formal/five_benchmark_selector_boundary`. + +## Scope + +- Benchmarks: MMLU-Pro, GPQA, MedXpertQA, MuSR, HLE multiple-choice +- Generator: DeepSeek +- Ranking judge: DeepSeek +- Natural pools: 81,390 +- Questions: 16,278 +- Strategies: `direct_single_random`, `majority_vote`, + `shuffled_rank_soft_copy`, `rank_soft_copy`, `rank_top1_copy` +- Bootstrap resamples: 1000 +- Bootstrap seed: 20260628 + +## Included Files + +- `coverage_audit.csv` + - Per-benchmark coverage audit. All five rows are `status=ok`, with zero + missing ranked pools and zero invalid rankings. +- `coverage_missing_pools.csv` + - Header-only missing-pool audit table. +- `benchmark_summary.csv` + - Per-benchmark and global accuracy with bootstrap intervals. +- `paired_deltas.csv` + - Paired strategy contrasts with bootstrap intervals. +- `stratified_summary.csv` + - Accuracy summaries stratified by observed correct-candidate prevalence. +- `question_scores.csv` + - Question-level strategy scores used to derive the summary and paired + contrast tables. +- `formal_snapshot_manifest.csv` + - Promotion manifest with source paths, target paths, byte sizes, and + SHA-256 hashes. + +Each promoted CSV has a sibling `.metadata.json` sidecar generated during +formal promotion. + +## Explicitly Excluded + +- `replay_details.csv` + - The raw replay trace table is intentionally not promoted because it is a + 2.6 GB intermediate artifact. It remains in the pilot directory for local + trace-level inspection. +- `replay_details.metadata.json` + - Excluded with the raw replay trace table. + +## Main Readout + +Global question accuracy: + +| strategy | accuracy | +| --- | ---: | +| direct single random | 42.53% | +| shuffled rank-soft copying | 42.47% | +| majority voting | 63.82% | +| rank-guided copying | 69.04% | +| top-1 copying | 69.04% | + +Headline paired effects for rank-guided copying: + +| contrast | mean delta | 95% CI | +| --- | ---: | --- | +| vs direct single random | +26.51 pp | [+26.09, +26.91] | +| vs shuffled rank-soft copying | +26.57 pp | [+26.15, +26.97] | +| vs majority voting | +5.22 pp | [+4.85, +5.59] | + +The formal interpretation remains bounded. Rank-guided copying improves the +overall frozen-pool accuracy and beats majority voting globally, but it does +not universally dominate majority voting. In the high-availability stratum +`0.625 < p_correct < 1`, rank-guided copying underperforms majority voting by +3.22 percentage points, 95% CI [-3.62, -2.82]. + +## Validation + +The promoted pilot passed the following checks before formalization: + +- `coverage_audit.csv` has all intended benchmarks and all `status=ok`. +- `coverage_missing_pools.csv` is header-only. +- Total covered questions are 16,278. +- Total natural pools are 81,390. +- `question_scores.csv` has 81,390 rows, exactly 16,278 questions times 5 + strategies. +- `benchmark_summary.csv`, `stratified_summary.csv`, and `paired_deltas.csv` + were independently recomputed from `question_scores.csv` by a read-only + subagent with zero mismatches. +- The ranking overlay support package is formalized separately under + `results/formal/global_leaderboard_ranking_completion`. diff --git a/data/external/evidence/formal/global_leaderboard_replay/source_paths.md b/data/external/evidence/formal/global_leaderboard_replay/source_paths.md new file mode 100644 index 0000000000000000000000000000000000000000..e181e299836986bb37ae32ac71d33a816c539fa7 --- /dev/null +++ b/data/external/evidence/formal/global_leaderboard_replay/source_paths.md @@ -0,0 +1,23 @@ +# Global Leaderboard Replay + +## Writing Role +Path map for the compact global leaderboard replay mirror used in manuscript writing and source review. + +## Evidence Status +formal + +## Mirrored Files +- `source_README.md` from `results/formal/global_leaderboard_diffusion/README.md` +- `coverage_audit.csv` from `results/formal/global_leaderboard_diffusion/coverage_audit.csv` +- `benchmark_summary.csv` from `results/formal/global_leaderboard_diffusion/benchmark_summary.csv` +- `paired_deltas.csv` from `results/formal/global_leaderboard_diffusion/paired_deltas.csv` +- `stratified_summary.csv` from `results/formal/global_leaderboard_diffusion/stratified_summary.csv` +- `formal_snapshot_manifest.csv` from `results/formal/global_leaderboard_diffusion/formal_snapshot_manifest.csv` +- `ranking_completion_manifest.csv` from `results/formal/global_leaderboard_ranking_completion/boundary_completion_manifest.csv` + +## Full Source Package +- `results/formal/global_leaderboard_diffusion/` +- `results/formal/global_leaderboard_ranking_completion/` + +## Copy Policy +Large raw traces and complete answer/ranking banks remain in the source package. diff --git a/data/external/evidence/formal/global_leaderboard_replay/stratified_summary.csv b/data/external/evidence/formal/global_leaderboard_replay/stratified_summary.csv new file mode 100644 index 0000000000000000000000000000000000000000..c65fcf6647473c4483d2b6ec6dad8aad5af5c5f5 --- /dev/null +++ b/data/external/evidence/formal/global_leaderboard_replay/stratified_summary.csv @@ -0,0 +1,141 @@ +experiment_id,benchmark,stratum,strategy,n_questions,accuracy,ci_low,ci_high 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+global_leaderboard_diffusion_pilot,musr,p_correct_eq_1,rank_soft_copy,5,1.000000,1.000000,1.000000 +global_leaderboard_diffusion_pilot,musr,p_correct_eq_1,rank_top1_copy,5,1.000000,1.000000,1.000000 +global_leaderboard_diffusion_pilot,musr,p_correct_eq_1,shuffled_rank_soft_copy,5,1.000000,1.000000,1.000000 diff --git a/data/external/evidence/formal/prospective_diffusion_minority/README.md b/data/external/evidence/formal/prospective_diffusion_minority/README.md new file mode 100644 index 0000000000000000000000000000000000000000..2303a461c1357cc13a1ea479da04c5eb46729efa --- /dev/null +++ b/data/external/evidence/formal/prospective_diffusion_minority/README.md @@ -0,0 +1,23 @@ +# Prospective Diffusion Minority + +## Writing Role +Supports the minority rank-guided diffusion result and its GPQA/MiMo low-availability diagnostic with compact bootstrap and diagnostic summaries. + +## Evidence Status +formal + +## Mirrored Files +- `source_README.md` +- `diffusion_strategy_bootstrap_ci.csv` +- `selector_delta_bootstrap_ci.csv` +- `metadata.json` +- `diagnostic/cell_diagnostic_summary.csv` +- `diagnostic/gpqa_mimo_low_availability_deepseek_split.csv` +- `diagnostic/gpqa_mimo_low_availability_pool_diagnostic.csv` + +## Full Source Package +- `results/formal/prospective_diffusion_minority_evidence/` +- `results/formal/prospective_diffusion_minority_diagnostic/` + +## Copy Policy +Large raw traces and complete answer/ranking banks remain in the source package. diff --git a/data/external/evidence/formal/prospective_diffusion_minority/diagnostic/cell_diagnostic_summary.csv b/data/external/evidence/formal/prospective_diffusion_minority/diagnostic/cell_diagnostic_summary.csv new file mode 100644 index 0000000000000000000000000000000000000000..16406418ec6bd834c1741a7dffc5e3bd68cbdeb0 --- /dev/null +++ b/data/external/evidence/formal/prospective_diffusion_minority/diagnostic/cell_diagnostic_summary.csv @@ -0,0 +1,10 @@ +benchmark,generator,judge,stratum,n_pools,mean_pool_p_correct,max_pool_p_correct,mean_question_p_correct,rank_soft_delta,ssop_delta,shuffled_delta,natural_delta,live_top1_correct_rate,live_top2_correct_rate,deepseek_same_question_p_mean,deepseek_same_question_p_median,deepseek_same_question_p_ge_0_5_rate,deepseek_same_question_sample0_correct_rate +gpqa,deepseek,deepseek,boundary,80,0.165625,0.375,0.29296875,0.1855208738,-0.05733366016,0.009451081319,0,0.525,0.575,0.29296875,0.3125,0,0.3375 +gpqa,deepseek,deepseek,high_potential,80,0.3203125,0.375,0.50625,0.3444778312,0.3643627514,0.001033168223,0,0.7375,0.8,0.50625,0.5,0.7875,0.6125 +gpqa,deepseek,deepseek,low_availability,80,0.159375,0.375,0.2217711067,-0.01304410289,-0.1272948486,0.02384967463,0,0.1625,0.2375,0.2217711067,0.25,0,0.2875 +gpqa,mimo,deepseek,boundary,73,0.1575342466,0.25,0.25,0.2509588331,-0.02764178149,-0.0260213214,0,0.602739726,0.698630137,0.5481592466,0.5,0.5479452055,0.6575342466 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0000000000000000000000000000000000000000..edcb07c0aa4cf5cf2333662ec7b06572b4993a2f --- /dev/null +++ b/data/external/evidence/formal/prospective_diffusion_minority/diagnostic/gpqa_mimo_low_availability_deepseek_split.csv @@ -0,0 +1,3 @@ +group,n_pools,mean_rank_soft_delta,median_rank_soft_delta,positive_delta_rate,majority_true_rate,live_top1_correct_rate,live_top2_correct_rate,deepseek_sample0_correct_rate,mean_deepseek_p_correct_same_question,median_deepseek_p_correct_same_question +deepseek_p_lt_0_5,42,0.05464789839,-0.09141899766,0.380952381,0.2857142857,0.2857142857,0.3333333333,0.3333333333,0.2927827381,0.25 +deepseek_p_ge_0_5,38,0.2882042421,0.4054325304,0.8157894737,0.6842105263,0.6842105263,0.7631578947,0.7368421053,0.7384868421,0.75 diff --git a/data/external/evidence/formal/prospective_diffusion_minority/diagnostic/gpqa_mimo_low_availability_pool_diagnostic.csv 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b/data/external/evidence/formal/prospective_diffusion_minority/metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..48d84657512a48f979e4a9e9d0923fb1bbc69d20 --- /dev/null +++ b/data/external/evidence/formal/prospective_diffusion_minority/metadata.json @@ -0,0 +1,42 @@ +{ + "bootstrap": { + "confidence_level": 0.95, + "paired_delta": "rank_soft_copy - shuffled_rank_soft_copy paired by pool_id", + "resamples": 5000, + "seed": 20260626, + "unit": "pool" + }, + "generated_at_utc": "2026-06-25T16:18:01.849324+00:00", + "generated_from_git_commit": "1819f6316b46aa4f639935f6df6cb5ac5e2e1eeb", + "inputs": [ + "results/pilots/prospective_diffusion_minority/live_replay/details.csv", + "results/pilots/prospective_diffusion_minority/live_replay/summary.csv", + "results/pilots/prospective_diffusion_minority/live_rerank/summary.csv", + "results/formal/prospective_diffusion_minority_diagnostic/cell_diagnostic_summary.csv", + "results/formal/prospective_diffusion_minority_diagnostic/gpqa_mimo_low_availability_deepseek_split.csv" + ], + "outputs": [ + "results/formal/prospective_diffusion_minority_evidence/diffusion_strategy_bootstrap_ci.csv", + "results/formal/prospective_diffusion_minority_evidence/selector_delta_bootstrap_ci.csv", + "results/formal/prospective_diffusion_minority_evidence/README.md", + "manuscript/figures/staged_article/fig8_minority_diffusion_delta.png", + "manuscript/figures/staged_article/fig8_minority_diffusion_delta.pdf", + "manuscript/figures/staged_article/fig9_selector_signal_vs_diffusion.png", + "manuscript/figures/staged_article/fig9_selector_signal_vs_diffusion.pdf", + "manuscript/figures/staged_article/fig10_mimo_exception_diagnostic.png", + "manuscript/figures/staged_article/fig10_mimo_exception_diagnostic.pdf", + "manuscript/draft/paper_v1/prospective_diffusion_minority_evidence/results_section.md", + "manuscript/draft/paper_v1/prospective_diffusion_minority_evidence/source_manifest.md" + ], + "validation": { + "all_pool_p_correct_lt_0_5": true, + "details_rows": 2852, + "max_pool_p_correct": 0.375, + "rank_ci_positive_cells": 6, + "rank_positive_cells": 7, + "selector_rows": 9, + "shuffled_near_zero_cells_abs_lt_0_05": 9, + "ssop_mean_beats_rank_cells": 1, + "strategy_rows": 36 + } +} \ No newline at end of file diff --git a/data/external/evidence/formal/prospective_diffusion_minority/selector_delta_bootstrap_ci.csv b/data/external/evidence/formal/prospective_diffusion_minority/selector_delta_bootstrap_ci.csv new file mode 100644 index 0000000000000000000000000000000000000000..9a354184ef64268ad81dc5ce41b38c583136a98e --- /dev/null +++ b/data/external/evidence/formal/prospective_diffusion_minority/selector_delta_bootstrap_ci.csv @@ -0,0 +1,10 @@ +benchmark,generator,judge,regime,stratum,n_pools,mean_question_p_correct,mean_pool_p_correct,max_pool_p_correct,rank_soft_mean_delta,rank_soft_ci_low,rank_soft_ci_high,shuffled_mean_delta,shuffled_ci_low,shuffled_ci_high,natural_mean_delta,natural_ci_low,natural_ci_high,ssop_mean_delta,ssop_ci_low,ssop_ci_high,rank_minus_shuffled_mean,rank_minus_shuffled_ci_low,rank_minus_shuffled_ci_high,ssop_minus_rank_mean,ssop_minus_rank_ci_low,ssop_minus_rank_ci_high +gpqa,deepseek,deepseek,natural,boundary,80,0.29296875,0.165625,0.375,0.1855208738,0.1280789566,0.2465534603,0.009451081319,-0.03435345544,0.05641726762,0,0,0,-0.05733366016,-0.1087155327,0.001991696339,0.1760697925,0.1054143903,0.2466690948,-0.242854534,-0.3007438253,-0.1862600256 +gpqa,deepseek,deepseek,natural,high_potential,80,0.50625,0.3203125,0.375,0.3444778312,0.2694606522,0.415406165,0.001033168223,-0.05130689911,0.05609459479,0,0,0,0.3643627514,0.2694211534,0.4552520941,0.343444663,0.2547173761,0.4312353351,0.0198849202,-0.03862581109,0.07387708633 +gpqa,deepseek,deepseek,natural,low_availability,80,0.2217711067,0.159375,0.375,-0.01304410289,-0.06026135251,0.03849202663,0.02384967463,-0.01847544961,0.06894827683,0,0,0,-0.1272948486,-0.1542996197,-0.09174370761,-0.03689377752,-0.1029050015,0.03124555855,-0.1142507457,-0.1592897047,-0.07196716005 +gpqa,mimo,deepseek,natural,boundary,73,0.25,0.1575342466,0.25,0.2509588331,0.1940429829,0.3083396032,-0.0260213214,-0.06045619304,0.0122217632,0,0,0,-0.02764178149,-0.0848733628,0.03694233506,0.2769801545,0.2114127921,0.3404606967,-0.2786006146,-0.3434462152,-0.2091091854 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+hle_text_mc,deepseek,deepseek,natural,high_potential,80,0.3818199283,0.234375,0.375,0.1579689119,0.08520572309,0.2317266515,-0.04387363216,-0.08844621597,0.00121613268,0,0,0,0.1339540122,0.0405994492,0.2286968938,0.201842544,0.1149083584,0.2924707562,-0.02401489964,-0.08814202933,0.03675780574 +hle_text_mc,deepseek,deepseek,natural,low_availability,80,0.07678251653,0.13125,0.25,-0.04442360303,-0.07860808102,-0.00690958565,0.001753917376,-0.03445572006,0.03993260934,0,0,0,-0.1312464552,-0.13749812,-0.1265552076,-0.0461775204,-0.1007011926,0.00573714913,-0.08682285213,-0.1228264669,-0.05407291285 diff --git a/data/external/evidence/formal/prospective_diffusion_minority/source_README.md b/data/external/evidence/formal/prospective_diffusion_minority/source_README.md new file mode 100644 index 0000000000000000000000000000000000000000..1b9fc518859e05dfb19cfb8ce3a3e6ad859b788f --- /dev/null +++ b/data/external/evidence/formal/prospective_diffusion_minority/source_README.md @@ -0,0 +1,19 @@ +# Minority Diffusion Evidence Package + +This directory contains manuscript-facing derived evidence for the minority-correct prospective diffusion pilot. The raw live generation, live reranking, and replay artifacts remain under `results/pilots/prospective_diffusion_minority/`. + +## Scope + +The test condition is deliberately hard: every selected pool has a minority of correct answers (`pool_p_correct < 0.5`, maximum observed pool prevalence <= 0.375). This asks whether selector-driven transmission can rescue correct memes when the natural majority is wrong. + +## Generated outputs + +- `diffusion_strategy_bootstrap_ci.csv`: strategy-level means and deterministic 95% pool-bootstrap intervals for 36 benchmark/generator/stratum/strategy cells. +- `selector_delta_bootstrap_ci.csv`: paired cell-level comparison of rank-soft, shuffled rank-soft, natural copy, and SSOP for 9 benchmark/generator/stratum cells. +- `metadata.json`: source paths, bootstrap settings, and generation metadata. + +## Main readout + +Rank-soft is the stable main mechanism: 7/9 cells have positive mean diffusion gain, and 6/9 cells have a bootstrap interval entirely above zero. Shuffled rank-soft is close to zero in 9/9 cells, showing that the rank signal rather than diffusion mechanics alone drives the effect. SSOP beats rank-soft by mean paired delta in 1/9 cells, so it should be reported as conditional rather than the primary prospective mechanism. + +The strongest rank-soft cell is `GPQA / DeepSeek / high potential` with mean delta 0.3444778312. The weakest is `HLE MC / DeepSeek / low availability` with mean delta -0.04442360303. diff --git a/data/external/evidence/formal/prospective_diffusion_minority/source_paths.md b/data/external/evidence/formal/prospective_diffusion_minority/source_paths.md new file mode 100644 index 0000000000000000000000000000000000000000..8d789b3b3eb3db8316577a9ea6cb03fda3d6a466 --- /dev/null +++ b/data/external/evidence/formal/prospective_diffusion_minority/source_paths.md @@ -0,0 +1,23 @@ +# Prospective Diffusion Minority + +## Writing Role +Path map for the compact minority diffusion mirror and nested diagnostic artifacts. + +## Evidence Status +formal + +## Mirrored Files +- `source_README.md` from `results/formal/prospective_diffusion_minority_evidence/README.md` +- `diffusion_strategy_bootstrap_ci.csv` from `results/formal/prospective_diffusion_minority_evidence/diffusion_strategy_bootstrap_ci.csv` +- `selector_delta_bootstrap_ci.csv` from `results/formal/prospective_diffusion_minority_evidence/selector_delta_bootstrap_ci.csv` +- `metadata.json` from `results/formal/prospective_diffusion_minority_evidence/metadata.json` +- `diagnostic/cell_diagnostic_summary.csv` from `results/formal/prospective_diffusion_minority_diagnostic/cell_diagnostic_summary.csv` +- `diagnostic/gpqa_mimo_low_availability_deepseek_split.csv` from `results/formal/prospective_diffusion_minority_diagnostic/gpqa_mimo_low_availability_deepseek_split.csv` +- `diagnostic/gpqa_mimo_low_availability_pool_diagnostic.csv` from `results/formal/prospective_diffusion_minority_diagnostic/gpqa_mimo_low_availability_pool_diagnostic.csv` + +## Full Source Package +- `results/formal/prospective_diffusion_minority_evidence/` +- `results/formal/prospective_diffusion_minority_diagnostic/` + +## Copy Policy +Large raw traces and complete answer/ranking banks remain in the source package. diff --git a/data/external/evidence/formal/prospective_diffusion_perturbation/figures/paired_auc_deltas.metadata.json b/data/external/evidence/formal/prospective_diffusion_perturbation/figures/paired_auc_deltas.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..254bb3e727eb08f7e67475f040fb0b7ed105b59f --- /dev/null +++ b/data/external/evidence/formal/prospective_diffusion_perturbation/figures/paired_auc_deltas.metadata.json @@ -0,0 +1,24 @@ +{ + "artifact_kind": "analysis_auxiliary", + "command_mode": "prospective_rerank_perturbation_summary", + "config_hash": "b700db998f62", + "config_path": "configs/analyses/prospective_diffusion_perturbation_rerank_summary_formal.yaml", + "evidence_status": "complete", + "generated_at_utc": "2026-07-13T20:37:46.799784+00:00", + "git_commit": "cb0cf3a1edce4fa95964c58e2d0540c7462c2275", + "input_paths": [ + "results/formal/prospective_diffusion_perturbation/llm_rerank/rationale_only/rankings.csv", + 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"results/formal/prospective_diffusion_perturbation/llm_rerank_analysis/figures/prompt_mode_by_stratum_top1.png" + ], + "run_class": "formal" +} diff --git a/data/external/evidence/formal/prospective_diffusion_perturbation/paired_contrasts.csv b/data/external/evidence/formal/prospective_diffusion_perturbation/paired_contrasts.csv new file mode 100644 index 0000000000000000000000000000000000000000..1a32278d665fa2734c1f1fb9967f17706dea5757 --- /dev/null +++ b/data/external/evidence/formal/prospective_diffusion_perturbation/paired_contrasts.csv @@ -0,0 +1,196 @@ +aggregation_level,benchmark,generator,regime,stratum,contrast_id,treatment_prompt_mode,control_prompt_mode,metric,n_pairs,treatment_correct_wrong_pairs,control_correct_wrong_pairs,treatment_rate,control_rate,mean_delta,bootstrap_ci_low,bootstrap_ci_high,bootstrap_iterations,bootstrap_seed 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+by_benchmark_generator_stratum,gpqa,mimo,natural,high_potential,rationale_increment_over_answer,answer_plus_rationale,answer_only,rank_auc,80,693,693,0.8051948052,0.8095238095,-0.004329004329,-0.0752175797,0.06872974803,2000,1729 +by_benchmark_generator_stratum,gpqa,mimo,natural,high_potential,rationale_increment_over_answer,answer_plus_rationale,answer_only,top1_correct,80,0,0,0.6625,0.7375,-0.075,-0.1753125,0.025,2000,1729 +by_benchmark_generator_stratum,gpqa,mimo,natural,high_potential,rationale_increment_over_answer,answer_plus_rationale,answer_only,top2_correct,80,0,0,0.7,0.75,-0.05,-0.15,0.05,2000,1729 +by_benchmark_generator_stratum,gpqa,mimo,natural,low_availability,rationale_increment_over_answer,answer_plus_rationale,answer_only,rank_auc,80,655,655,0.720610687,0.7770992366,-0.05648854962,-0.1242517483,0.001651320803,2000,1729 +by_benchmark_generator_stratum,gpqa,mimo,natural,low_availability,rationale_increment_over_answer,answer_plus_rationale,answer_only,top1_correct,80,0,0,0.55,0.6625,-0.1125,-0.2125,-0.025,2000,1729 +by_benchmark_generator_stratum,gpqa,mimo,natural,low_availability,rationale_increment_over_answer,answer_plus_rationale,answer_only,top2_correct,80,0,0,0.6125,0.675,-0.0625,-0.1625,0.025,2000,1729 +by_benchmark_generator_stratum,hle_text_mc,deepseek,natural,boundary,rationale_increment_over_answer,answer_plus_rationale,answer_only,rank_auc,80,631,631,0.5483359746,0.4167987322,0.1315372425,0.04100784918,0.217397922,2000,1729 +by_benchmark_generator_stratum,hle_text_mc,deepseek,natural,boundary,rationale_increment_over_answer,answer_plus_rationale,answer_only,top1_correct,80,0,0,0.2875,0.125,0.1625,0.05,0.275,2000,1729 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+by_benchmark_generator_stratum,hle_text_mc,deepseek,natural,low_availability,rationale_increment_over_answer,answer_plus_rationale,answer_only,rank_auc,80,580,580,0.3517241379,0.2120689655,0.1396551724,0.07179487179,0.2172413793,2000,1729 +by_benchmark_generator_stratum,hle_text_mc,deepseek,natural,low_availability,rationale_increment_over_answer,answer_plus_rationale,answer_only,top1_correct,80,0,0,0.1,0.05,0.05,-0.025,0.125,2000,1729 +by_benchmark_generator_stratum,hle_text_mc,deepseek,natural,low_availability,rationale_increment_over_answer,answer_plus_rationale,answer_only,top2_correct,80,0,0,0.1625,0.075,0.0875,0,0.175,2000,1729 diff --git a/data/external/results/formal/README.md b/data/external/results/formal/README.md new file mode 100644 index 0000000000000000000000000000000000000000..ec14642d855d9ffbce53e73c27dcd5163febf58f --- /dev/null +++ b/data/external/results/formal/README.md @@ -0,0 +1,23 @@ +# Formal Results + +Registered fresh experiment outputs and NMI work-package artifacts belong here. +Use `results/formal/experiments//summary.csv` and +`details.csv` for claim-bearing fresh runs. Each artifact should have a sibling +`.metadata.json` sidecar generated by the CLI. + +Do not place smoke or exploratory pilot outputs in this directory. + +## Formal Diagnostic Snapshots + +- `hle_qa_selector_boundary/`: HLE open-answer selector-boundary diagnostic. + It is formalized separately from the five-benchmark selector-boundary + snapshot because HLE QA uses LLM-equivalence labels for open-text answers. +- `global_leaderboard_ranking_completion/`: Supplemental formal natural-pool + ranking overlay used by the complete frozen natural-pool replay. +- `global_leaderboard_diffusion/`: Formal complete frozen natural-pool replay + summary package. Raw replay trace details remain excluded because they are a + large intermediate artifact. +- `global_leaderboard_pool_size_cost_efficiency/`: Formal pool-size sensitivity + and paid-equivalent cost-efficiency package for the 2x2 generator-selector + matrix. Full selector-ranking traces are retained under model-stratified + directories. diff --git a/data/external/results/formal/global_leaderboard_diffusion/README.md b/data/external/results/formal/global_leaderboard_diffusion/README.md new file mode 100644 index 0000000000000000000000000000000000000000..56adba580c180fe3414576af7cf455912b3e25b4 --- /dev/null +++ b/data/external/results/formal/global_leaderboard_diffusion/README.md @@ -0,0 +1,103 @@ +# Complete Natural-Pool Replay Formal Snapshot + +This directory formalizes the completed frozen natural-pool replay promoted +from `results/pilots/global_leaderboard_diffusion` after local consistency +checks and read-only subagent validation. + +The replay tests whether selector-guided transmission improves final task +accuracy over direct single-sample answering, majority voting, shuffled +ranking, and top-1 copying on the complete natural-pool benchmark set from +`results/formal/five_benchmark_selector_boundary`. + +## Scope + +- Benchmarks: MMLU-Pro, GPQA, MedXpertQA, MuSR, HLE multiple-choice +- Generator: DeepSeek +- Ranking judge: DeepSeek +- Natural pools: 81,390 +- Questions: 16,278 +- Strategies: `direct_single_random`, `majority_vote`, + `shuffled_rank_soft_copy`, `rank_soft_copy`, `rank_top1_copy` +- Bootstrap resamples: 1000 +- Bootstrap seed: 20260628 + +## Included Files + +- `coverage_audit.csv` + - Per-benchmark coverage audit. All five rows are `status=ok`, with zero + missing ranked pools and zero invalid rankings. +- `coverage_missing_pools.csv` + - Header-only missing-pool audit table. +- `benchmark_summary.csv` + - Per-benchmark and global accuracy with bootstrap intervals. +- `paired_deltas.csv` + - Paired strategy contrasts with bootstrap intervals. +- `stratified_summary.csv` + - Accuracy summaries stratified by full-bank question-level correct-answer + availability, `p_gen` (the historical table key is `p_correct`). +- `question_scores.csv` + - Question-level strategy scores used to derive the summary and paired + contrast tables. +- `formal_snapshot_manifest.csv` + - Promotion manifest with source paths, target paths, byte sizes, and + SHA-256 hashes. + +Each promoted CSV has a sibling `.metadata.json` sidecar generated during +formal promotion. + +## Explicitly Excluded + +- `replay_details.csv` + - The raw replay trace table is intentionally not promoted because it is a + 2.6 GB intermediate artifact. It remains in the pilot directory for local + trace-level inspection. +- `replay_details.metadata.json` + - Excluded with the raw replay trace table. + +## Main Readout + +Global question accuracy: + +| strategy | accuracy | +| --- | ---: | +| direct single random | 42.53% | +| shuffled rank-soft copying | 42.47% | +| majority voting | 63.82% | +| rank-guided copying | 69.04% | +| top-1 copying | 69.04% | + +Headline paired effects for rank-guided copying: + +| contrast | mean delta | 95% CI | +| --- | ---: | --- | +| vs direct single random | +26.51 pp | [+26.09, +26.91] | +| vs shuffled rank-soft copying | +26.57 pp | [+26.15, +26.97] | +| vs majority voting | +5.22 pp | [+4.85, +5.59] | + +The formal interpretation remains bounded. Rank-guided copying improves the +overall frozen-pool accuracy and beats majority voting globally, but it does +not universally dominate majority voting. In the high-availability stratum +`0.625 < p_gen < 1`, rank-guided copying underperforms majority voting by +3.22 percentage points, 95% CI [-3.62, -2.82]. + +The replay strata use `p_gen` measured over each question's full parse-valid +sample bank before pool construction: low is `0 < p_gen < 0.125`, transition +is `0.125 <= p_gen <= 0.625`, high is `0.625 < p_gen < 1`, and edge questions +have `p_gen` equal to 0 or 1. They do not use the realized correct fraction of +an individual `k=8` replay pool. + +## Validation + +The promoted pilot passed the following checks before formalization: + +- `coverage_audit.csv` has all intended benchmarks and all `status=ok`. +- `coverage_missing_pools.csv` is header-only. +- Total covered questions are 16,278. +- Total natural pools are 81,390. +- `question_scores.csv` has 81,390 rows, exactly 16,278 questions times 5 + strategies. +- `benchmark_summary.csv`, `stratified_summary.csv`, and `paired_deltas.csv` + were independently recomputed from `question_scores.csv` by a read-only + subagent with zero mismatches. +- The ranking overlay support package is formalized separately under + `results/formal/global_leaderboard_ranking_completion`. diff --git a/data/external/results/formal/global_leaderboard_diffusion/benchmark_summary.csv b/data/external/results/formal/global_leaderboard_diffusion/benchmark_summary.csv new file mode 100644 index 0000000000000000000000000000000000000000..5f74f82908ded66e46c1434cd20433d4b68a2282 --- /dev/null +++ b/data/external/results/formal/global_leaderboard_diffusion/benchmark_summary.csv @@ -0,0 +1,31 @@ +experiment_id,benchmark,strategy,n_questions,accuracy,ci_low,ci_high +global_leaderboard_diffusion_pilot,__global__,direct_single_random,16278,0.425284,0.421336,0.429219 +global_leaderboard_diffusion_pilot,__global__,majority_vote,16278,0.638191,0.632391,0.643948 +global_leaderboard_diffusion_pilot,__global__,rank_soft_copy,16278,0.690355,0.684875,0.695933 +global_leaderboard_diffusion_pilot,__global__,rank_top1_copy,16278,0.690355,0.684875,0.695933 +global_leaderboard_diffusion_pilot,__global__,shuffled_rank_soft_copy,16278,0.424694,0.420755,0.428794 +global_leaderboard_diffusion_pilot,gpqa,direct_single_random,546,0.550623,0.528370,0.573120 +global_leaderboard_diffusion_pilot,gpqa,majority_vote,546,0.713143,0.684556,0.743673 +global_leaderboard_diffusion_pilot,gpqa,rank_soft_copy,546,0.771795,0.742125,0.800742 +global_leaderboard_diffusion_pilot,gpqa,rank_top1_copy,546,0.771795,0.742125,0.800742 +global_leaderboard_diffusion_pilot,gpqa,shuffled_rank_soft_copy,546,0.550432,0.529034,0.573783 +global_leaderboard_diffusion_pilot,hle_text_mc,direct_single_random,494,0.231964,0.214233,0.248080 +global_leaderboard_diffusion_pilot,hle_text_mc,majority_vote,494,0.270186,0.240611,0.296644 +global_leaderboard_diffusion_pilot,hle_text_mc,rank_soft_copy,494,0.317409,0.285020,0.347379 +global_leaderboard_diffusion_pilot,hle_text_mc,rank_top1_copy,494,0.317409,0.285020,0.347379 +global_leaderboard_diffusion_pilot,hle_text_mc,shuffled_rank_soft_copy,494,0.235154,0.217915,0.251871 +global_leaderboard_diffusion_pilot,medxpertqa,direct_single_random,2450,0.224176,0.215889,0.231666 +global_leaderboard_diffusion_pilot,medxpertqa,majority_vote,2450,0.323413,0.308930,0.337285 +global_leaderboard_diffusion_pilot,medxpertqa,rank_soft_copy,2450,0.402122,0.386118,0.416582 +global_leaderboard_diffusion_pilot,medxpertqa,rank_top1_copy,2450,0.402122,0.386118,0.416582 +global_leaderboard_diffusion_pilot,medxpertqa,shuffled_rank_soft_copy,2450,0.222778,0.214633,0.230534 +global_leaderboard_diffusion_pilot,mmlu_pro,direct_single_random,12032,0.463896,0.459127,0.468634 +global_leaderboard_diffusion_pilot,mmlu_pro,majority_vote,12032,0.717264,0.710587,0.723804 +global_leaderboard_diffusion_pilot,mmlu_pro,rank_soft_copy,12032,0.760539,0.754205,0.766492 +global_leaderboard_diffusion_pilot,mmlu_pro,rank_top1_copy,12032,0.760539,0.754205,0.766492 +global_leaderboard_diffusion_pilot,mmlu_pro,shuffled_rank_soft_copy,12032,0.463345,0.458358,0.468146 +global_leaderboard_diffusion_pilot,musr,direct_single_random,756,0.498294,0.487109,0.510212 +global_leaderboard_diffusion_pilot,musr,majority_vote,756,0.586180,0.565311,0.607658 +global_leaderboard_diffusion_pilot,musr,rank_soft_copy,756,0.692328,0.667712,0.716157 +global_leaderboard_diffusion_pilot,musr,rank_top1_copy,756,0.692328,0.667712,0.716157 +global_leaderboard_diffusion_pilot,musr,shuffled_rank_soft_copy,756,0.496952,0.485420,0.508201 diff --git a/data/external/results/formal/global_leaderboard_diffusion/benchmark_summary.csv.metadata.json b/data/external/results/formal/global_leaderboard_diffusion/benchmark_summary.csv.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ebe0e563bb09db4e316bdadf65e765a8b2b6fa6d --- /dev/null +++ b/data/external/results/formal/global_leaderboard_diffusion/benchmark_summary.csv.metadata.json @@ -0,0 +1,11 @@ +{ + "artifact_kind": "global_leaderboard_benchmark_summary", + "evidence_status": "formal", + "generated_at_utc": "2026-06-28T03:42:03.989767+00:00", + "git_commit": "05da1249d1c9bd49680f31304b7ab216ea0e1879", + "promoted_from": "results/pilots/global_leaderboard_diffusion/benchmark_summary.csv", + "promotion_note": "Promoted from validated pilot outputs after subagent and local consistency checks.", + "run_class": "formal", + "source_sha256": "d0e0fcb2fc18870d26536b5c2669f4db31c518c4de245219f925fd4096d7e3c6", + "target_sha256": "d0e0fcb2fc18870d26536b5c2669f4db31c518c4de245219f925fd4096d7e3c6" +} diff --git a/data/external/results/formal/global_leaderboard_diffusion/coverage_audit.csv b/data/external/results/formal/global_leaderboard_diffusion/coverage_audit.csv new file mode 100644 index 0000000000000000000000000000000000000000..89f82a334dd1b57c788412e66e6328c8a3ed4aca --- /dev/null +++ b/data/external/results/formal/global_leaderboard_diffusion/coverage_audit.csv @@ -0,0 +1,6 @@ +experiment_id,benchmark,generator,judge,sample_bank_questions,sample_bank_parse_ok_questions,pool_questions,pool_count,ranking_rows,ranking_parse_ok_rows,ranked_pool_count,missing_ranked_pools,invalid_rankings,status +global_leaderboard_diffusion_pilot,mmlu_pro,deepseek,deepseek,12032,12032,12032,60160,60160,60160,60160,0,0,ok +global_leaderboard_diffusion_pilot,gpqa,deepseek,deepseek,546,546,546,2730,2730,2730,2730,0,0,ok +global_leaderboard_diffusion_pilot,medxpertqa,deepseek,deepseek,2450,2450,2450,12250,12250,12250,12250,0,0,ok +global_leaderboard_diffusion_pilot,musr,deepseek,deepseek,756,756,756,3780,3780,3780,3780,0,0,ok +global_leaderboard_diffusion_pilot,hle_text_mc,deepseek,deepseek,498,497,494,2470,2470,2470,2470,0,0,ok diff --git a/data/external/results/formal/global_leaderboard_diffusion/coverage_audit.csv.metadata.json b/data/external/results/formal/global_leaderboard_diffusion/coverage_audit.csv.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bf766d28bdd378335173bb65672fae12b9429a6e --- /dev/null +++ b/data/external/results/formal/global_leaderboard_diffusion/coverage_audit.csv.metadata.json @@ -0,0 +1,11 @@ +{ + "artifact_kind": "global_leaderboard_coverage_audit", + "evidence_status": "formal", + "generated_at_utc": "2026-06-28T03:42:03.989767+00:00", + "git_commit": "05da1249d1c9bd49680f31304b7ab216ea0e1879", + "promoted_from": "results/pilots/global_leaderboard_diffusion/coverage_audit.csv", + "promotion_note": "Promoted from validated pilot outputs after subagent and local consistency checks.", + "run_class": "formal", + "source_sha256": "56ea48b5202145bec56481aa7b5ac554463a9b997aca413dfdd1729537d1fbda", + "target_sha256": "56ea48b5202145bec56481aa7b5ac554463a9b997aca413dfdd1729537d1fbda" +} diff --git a/data/external/results/formal/global_leaderboard_diffusion/coverage_missing_pools.csv b/data/external/results/formal/global_leaderboard_diffusion/coverage_missing_pools.csv new file mode 100644 index 0000000000000000000000000000000000000000..f6ae32003bbdc455cf385896dc1f5cd091c82062 --- /dev/null +++ b/data/external/results/formal/global_leaderboard_diffusion/coverage_missing_pools.csv @@ -0,0 +1 @@ +benchmark,generator,judge,pool_id,reason diff --git a/data/external/results/formal/global_leaderboard_diffusion/coverage_missing_pools.csv.metadata.json b/data/external/results/formal/global_leaderboard_diffusion/coverage_missing_pools.csv.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f1ee69f4aeda67b067e023ef4e82c8fdfe630cc5 --- /dev/null +++ b/data/external/results/formal/global_leaderboard_diffusion/coverage_missing_pools.csv.metadata.json @@ -0,0 +1,11 @@ +{ + "artifact_kind": "global_leaderboard_missing_pools", + "evidence_status": "formal", + "generated_at_utc": "2026-06-28T03:42:03.989767+00:00", + "git_commit": "05da1249d1c9bd49680f31304b7ab216ea0e1879", + "promoted_from": "results/pilots/global_leaderboard_diffusion/coverage_missing_pools.csv", + "promotion_note": "Promoted from validated pilot outputs after subagent and local consistency checks.", + "run_class": "formal", + "source_sha256": 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b/data/external/results/formal/global_leaderboard_diffusion/paired_deltas.csv.metadata.json @@ -0,0 +1,11 @@ +{ + "artifact_kind": "global_leaderboard_paired_deltas", + "evidence_status": "formal", + "generated_at_utc": "2026-06-28T03:42:03.989767+00:00", + "git_commit": "05da1249d1c9bd49680f31304b7ab216ea0e1879", + "promoted_from": "results/pilots/global_leaderboard_diffusion/paired_deltas.csv", + "promotion_note": "Promoted from validated pilot outputs after subagent and local consistency checks.", + "run_class": "formal", + "source_sha256": "c29050e7a73ca85dcc2cde118e020e522d126bf96f00d5c009246c10441f8c43", + "target_sha256": "c29050e7a73ca85dcc2cde118e020e522d126bf96f00d5c009246c10441f8c43" +} diff --git a/data/external/results/formal/global_leaderboard_diffusion/question_scores.csv b/data/external/results/formal/global_leaderboard_diffusion/question_scores.csv new file mode 100644 index 0000000000000000000000000000000000000000..719da3195674e8c25b31f2348e66423275d3dede --- 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b/data/external/results/formal/global_leaderboard_diffusion/question_scores.csv.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3daf99a25670d2a10b7c8d848d4e25026fef850a --- /dev/null +++ b/data/external/results/formal/global_leaderboard_diffusion/question_scores.csv.metadata.json @@ -0,0 +1,11 @@ +{ + "artifact_kind": "global_leaderboard_question_scores", + "evidence_status": "formal", + "generated_at_utc": "2026-06-28T03:42:03.989767+00:00", + "git_commit": "05da1249d1c9bd49680f31304b7ab216ea0e1879", + "promoted_from": "results/pilots/global_leaderboard_diffusion/question_scores.csv", + "promotion_note": "Promoted from validated pilot outputs after subagent and local consistency checks.", + "run_class": "formal", + "source_sha256": "9eef354b80c953d3dfee4a3c09bfc62d191bef9b82d87462e81f214350536c3b", + "target_sha256": "9eef354b80c953d3dfee4a3c09bfc62d191bef9b82d87462e81f214350536c3b" +} diff --git a/data/external/results/formal/global_leaderboard_diffusion/stratified_summary.csv b/data/external/results/formal/global_leaderboard_diffusion/stratified_summary.csv new file mode 100644 index 0000000000000000000000000000000000000000..c65fcf6647473c4483d2b6ec6dad8aad5af5c5f5 --- /dev/null +++ b/data/external/results/formal/global_leaderboard_diffusion/stratified_summary.csv @@ -0,0 +1,141 @@ +experiment_id,benchmark,stratum,strategy,n_questions,accuracy,ci_low,ci_high +global_leaderboard_diffusion_pilot,__global__,p_correct_0_0p125,direct_single_random,2407,0.092430,0.090972,0.093922 +global_leaderboard_diffusion_pilot,__global__,p_correct_0_0p125,majority_vote,2407,0.068047,0.064304,0.071987 +global_leaderboard_diffusion_pilot,__global__,p_correct_0_0p125,rank_soft_copy,2407,0.128292,0.120895,0.136022 +global_leaderboard_diffusion_pilot,__global__,p_correct_0_0p125,rank_top1_copy,2407,0.128292,0.120895,0.136022 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+global_leaderboard_diffusion_pilot,musr,p_correct_0p125_0p625,rank_soft_copy,641,0.650234,0.621521,0.678635 +global_leaderboard_diffusion_pilot,musr,p_correct_0p125_0p625,rank_top1_copy,641,0.650234,0.621521,0.678635 +global_leaderboard_diffusion_pilot,musr,p_correct_0p125_0p625,shuffled_rank_soft_copy,641,0.450218,0.441024,0.459262 +global_leaderboard_diffusion_pilot,musr,p_correct_0p625_1,direct_single_random,105,0.773048,0.755231,0.789810 +global_leaderboard_diffusion_pilot,musr,p_correct_0p625_1,majority_vote,105,0.993162,0.987466,0.997440 +global_leaderboard_diffusion_pilot,musr,p_correct_0p625_1,rank_soft_copy,105,0.967619,0.950476,0.984762 +global_leaderboard_diffusion_pilot,musr,p_correct_0p625_1,rank_top1_copy,105,0.967619,0.950476,0.984762 +global_leaderboard_diffusion_pilot,musr,p_correct_0p625_1,shuffled_rank_soft_copy,105,0.778248,0.759599,0.795453 +global_leaderboard_diffusion_pilot,musr,p_correct_eq_0,direct_single_random,1,0.000000,0.000000,0.000000 +global_leaderboard_diffusion_pilot,musr,p_correct_eq_0,majority_vote,1,0.000000,0.000000,0.000000 +global_leaderboard_diffusion_pilot,musr,p_correct_eq_0,rank_soft_copy,1,0.000000,0.000000,0.000000 +global_leaderboard_diffusion_pilot,musr,p_correct_eq_0,rank_top1_copy,1,0.000000,0.000000,0.000000 +global_leaderboard_diffusion_pilot,musr,p_correct_eq_0,shuffled_rank_soft_copy,1,0.000000,0.000000,0.000000 +global_leaderboard_diffusion_pilot,musr,p_correct_eq_1,direct_single_random,5,1.000000,1.000000,1.000000 +global_leaderboard_diffusion_pilot,musr,p_correct_eq_1,majority_vote,5,1.000000,1.000000,1.000000 +global_leaderboard_diffusion_pilot,musr,p_correct_eq_1,rank_soft_copy,5,1.000000,1.000000,1.000000 +global_leaderboard_diffusion_pilot,musr,p_correct_eq_1,rank_top1_copy,5,1.000000,1.000000,1.000000 +global_leaderboard_diffusion_pilot,musr,p_correct_eq_1,shuffled_rank_soft_copy,5,1.000000,1.000000,1.000000 diff --git a/data/external/results/formal/global_leaderboard_diffusion/stratified_summary.csv.metadata.json b/data/external/results/formal/global_leaderboard_diffusion/stratified_summary.csv.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..871c93afca7575304e943c0736bc80b2db58b005 --- /dev/null +++ b/data/external/results/formal/global_leaderboard_diffusion/stratified_summary.csv.metadata.json @@ -0,0 +1,11 @@ +{ + "artifact_kind": "global_leaderboard_stratified_summary", + "evidence_status": "formal", + "generated_at_utc": "2026-06-28T03:42:03.989767+00:00", + "git_commit": "05da1249d1c9bd49680f31304b7ab216ea0e1879", + "promoted_from": "results/pilots/global_leaderboard_diffusion/stratified_summary.csv", + "promotion_note": "Promoted from validated pilot outputs after subagent and local consistency checks.", + "run_class": "formal", + "source_sha256": "a13407b03649ce2d3c164967b68b703727d03daec157354e3a2c8b2b554ee855", + "target_sha256": "a13407b03649ce2d3c164967b68b703727d03daec157354e3a2c8b2b554ee855" +} diff --git a/data/external/results/formal/hle_qa_selector_boundary/completion_manifest.csv b/data/external/results/formal/hle_qa_selector_boundary/completion_manifest.csv new file mode 100644 index 0000000000000000000000000000000000000000..1344844b8329bb4d495a167c540dfa097158dc09 --- /dev/null +++ b/data/external/results/formal/hle_qa_selector_boundary/completion_manifest.csv @@ -0,0 +1,5 @@ +judge,judge_model_id,generator,benchmark,regime,input_pool_path,input_ranking_path,output_ranking_path,output_summary_path,tasks,parse_ok,parse_failed,status +deepseek,deepseek_v4_flash_judge,deepseek,hle_text_qa_verified,natural,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/pilots/hle_qa_selector_boundary/generated_pools/deepseek_generated/hle_text_qa_verified/natural_pools.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/pilots/hle_qa_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/hle_text_qa_verified/natural_ranking.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/pilots/hle_qa_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/hle_text_qa_verified/natural_ranking.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/pilots/hle_qa_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/hle_text_qa_verified/natural_ranking_summary.csv,0,0,0,skipped_no_tasks +deepseek,deepseek_v4_flash_judge,deepseek,hle_text_qa_verified,balanced,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/pilots/hle_qa_selector_boundary/generated_pools/deepseek_generated/hle_text_qa_verified/balanced_pools.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/pilots/hle_qa_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/hle_text_qa_verified/balanced_ranking.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/pilots/hle_qa_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/hle_text_qa_verified/balanced_ranking.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/pilots/hle_qa_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/hle_text_qa_verified/balanced_ranking_summary.csv,0,0,0,skipped_no_tasks +deepseek,deepseek_v4_flash_judge,mimo,hle_text_qa_verified,natural,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/pilots/hle_qa_selector_boundary/generated_pools/mimo_generated/hle_text_qa_verified/natural_pools.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/pilots/hle_qa_selector_boundary/selector_rankings/deepseek_judge/mimo_generated/hle_text_qa_verified/natural_ranking.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/pilots/hle_qa_selector_boundary/selector_rankings/deepseek_judge/mimo_generated/hle_text_qa_verified/natural_ranking.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/pilots/hle_qa_selector_boundary/selector_rankings/deepseek_judge/mimo_generated/hle_text_qa_verified/natural_ranking_summary.csv,0,0,0,skipped_no_tasks +deepseek,deepseek_v4_flash_judge,mimo,hle_text_qa_verified,balanced,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/pilots/hle_qa_selector_boundary/generated_pools/mimo_generated/hle_text_qa_verified/balanced_pools.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/pilots/hle_qa_selector_boundary/selector_rankings/deepseek_judge/mimo_generated/hle_text_qa_verified/balanced_ranking.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/pilots/hle_qa_selector_boundary/selector_rankings/deepseek_judge/mimo_generated/hle_text_qa_verified/balanced_ranking.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/pilots/hle_qa_selector_boundary/selector_rankings/deepseek_judge/mimo_generated/hle_text_qa_verified/balanced_ranking_summary.csv,0,0,0,skipped_no_tasks diff --git a/data/external/results/formal/hle_qa_selector_boundary/completion_manifest.metadata.json b/data/external/results/formal/hle_qa_selector_boundary/completion_manifest.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1666d19ce1ece16ba57e225ee2f28a0b720c9fbb --- /dev/null +++ b/data/external/results/formal/hle_qa_selector_boundary/completion_manifest.metadata.json @@ -0,0 +1,14 @@ +{ + "artifact_kind": "boundary_completion_manifest", + "command_mode": "boundary_completion", + "config_hash": "f22047abb881", + "config_path": "configs/experiments/pilot/hle_text_qa_selector_boundary_completion_pilot.yaml", + "evidence_status": "draft", + "generated_at_utc": "2026-06-24T03:39:10.242464+00:00", + "git_commit": "1eadfb057886973a15f0e6e22470b09582dc5ddb", + "input_paths": [], + "output_paths": [ + "results/pilots/hle_qa_selector_boundary/completion_manifest.csv" + ], + "run_class": "pilot" +} diff --git a/data/external/results/formal/hle_qa_selector_boundary/completion_mimo_judge_deepseek_chunk_manifest.csv b/data/external/results/formal/hle_qa_selector_boundary/completion_mimo_judge_deepseek_chunk_manifest.csv new file mode 100644 index 0000000000000000000000000000000000000000..1bc0f24ffe18ec4b3dfc85669d9ff7fd9f35bf06 --- /dev/null +++ b/data/external/results/formal/hle_qa_selector_boundary/completion_mimo_judge_deepseek_chunk_manifest.csv @@ -0,0 +1,3 @@ +judge,judge_model_id,generator,benchmark,regime,input_pool_path,input_ranking_path,output_ranking_path,output_summary_path,tasks,parse_ok,parse_failed,status +mimo,mimo_v25_judge,deepseek,hle_text_qa_verified,natural,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/pilots/hle_qa_selector_boundary/generated_pools/deepseek_generated/hle_text_qa_verified/natural_pools.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/pilots/hle_qa_selector_boundary/selector_rankings/mimo_judge/deepseek_generated/hle_text_qa_verified/natural_ranking.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/pilots/hle_qa_selector_boundary/selector_rankings/mimo_judge/deepseek_generated/hle_text_qa_verified/natural_ranking.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/pilots/hle_qa_selector_boundary/selector_rankings/mimo_judge/deepseek_generated/hle_text_qa_verified/natural_ranking_summary.csv,0,0,0,skipped_no_tasks +mimo,mimo_v25_judge,deepseek,hle_text_qa_verified,balanced,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/pilots/hle_qa_selector_boundary/generated_pools/deepseek_generated/hle_text_qa_verified/balanced_pools.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/pilots/hle_qa_selector_boundary/selector_rankings/mimo_judge/deepseek_generated/hle_text_qa_verified/balanced_ranking.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/pilots/hle_qa_selector_boundary/selector_rankings/mimo_judge/deepseek_generated/hle_text_qa_verified/balanced_ranking.csv,/Users/jay/research/evole-meme/reasoning-meme-mechanism/results/pilots/hle_qa_selector_boundary/selector_rankings/mimo_judge/deepseek_generated/hle_text_qa_verified/balanced_ranking_summary.csv,0,0,0,skipped_no_tasks diff --git a/data/external/results/formal/hle_qa_selector_boundary/completion_mimo_judge_mimo_manifest.metadata.json b/data/external/results/formal/hle_qa_selector_boundary/completion_mimo_judge_mimo_manifest.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..28b426339a8a89f2dc641c18b5e56fbc32611613 --- /dev/null +++ b/data/external/results/formal/hle_qa_selector_boundary/completion_mimo_judge_mimo_manifest.metadata.json @@ -0,0 +1,14 @@ +{ + "artifact_kind": "boundary_completion_manifest", + "command_mode": "boundary_completion", + "config_hash": "655b248c7ddb", + "config_path": "configs/experiments/pilot/hle_text_qa_selector_boundary_completion_mimo_judge_mimo.yaml", + "evidence_status": "draft", + "generated_at_utc": "2026-06-24T04:08:23.330785+00:00", + "git_commit": "1eadfb057886973a15f0e6e22470b09582dc5ddb", + "input_paths": [], + "output_paths": [ + "results/pilots/hle_qa_selector_boundary/completion_mimo_judge_mimo_manifest.csv" + ], + "run_class": "pilot" +} diff --git a/data/external/results/formal/hle_qa_selector_boundary/formal_readiness_audit.csv b/data/external/results/formal/hle_qa_selector_boundary/formal_readiness_audit.csv new file mode 100644 index 0000000000000000000000000000000000000000..6baec5d380b3e4b108e6709fae47f471a4d07a4f --- /dev/null +++ b/data/external/results/formal/hle_qa_selector_boundary/formal_readiness_audit.csv @@ -0,0 +1,170 @@ +section,generator,judge,regime,metric_name,metric_value,status,note +sample_bank,deepseek,,,n_questions,1645,ok,DeepSeek label judge with reference answer +sample_bank,deepseek,,,n_samples,186181,ok,DeepSeek label judge with reference answer +sample_bank,deepseek,,,n_parse_ok,143977,ok,DeepSeek label judge with reference answer +sample_bank,deepseek,,,parse_fail_rate,0.2266826367889312,ok,DeepSeek label judge with reference answer +sample_bank,deepseek,,,n_correct_memes,18686,ok,DeepSeek label judge with reference answer +sample_bank,deepseek,,,n_wrong_memes,125291,ok,DeepSeek label judge with reference answer +sample_bank,deepseek,,,mean_p_correct,0.22795122226772635,ok,DeepSeek label judge with reference answer +sample_bank,mimo,,,n_questions,1645,ok,DeepSeek label judge with reference answer +sample_bank,mimo,,,n_samples,258207,ok,DeepSeek label judge with reference answer +sample_bank,mimo,,,n_parse_ok,164176,ok,DeepSeek label judge with reference answer +sample_bank,mimo,,,parse_fail_rate,0.3641690581587641,ok,DeepSeek label judge with reference answer +sample_bank,mimo,,,n_correct_memes,2783,ok,DeepSeek label judge with reference answer +sample_bank,mimo,,,n_wrong_memes,161393,ok,DeepSeek label judge with reference answer +sample_bank,mimo,,,mean_p_correct,0.05059720715320941,ok,DeepSeek label judge with reference answer +sample_bank,mimo_medium,,,n_questions,1645,ok,DeepSeek label judge with reference answer +sample_bank,mimo_medium,,,n_samples,204663,ok,DeepSeek label judge with reference answer +sample_bank,mimo_medium,,,n_parse_ok,141765,ok,DeepSeek label judge with reference answer +sample_bank,mimo_medium,,,parse_fail_rate,0.30732472405857436,ok,DeepSeek label judge with reference answer +sample_bank,mimo_medium,,,n_correct_memes,9751,ok,DeepSeek label judge with reference answer +sample_bank,mimo_medium,,,n_wrong_memes,132014,ok,DeepSeek label judge with reference answer +sample_bank,mimo_medium,,,mean_p_correct,0.14783323941452892,ok,DeepSeek label judge with reference answer +pool_construction,deepseek,,balanced,n_questions,1645,ok,target 2 correct and 6 wrong +pool_construction,deepseek,,balanced,complete_pools,745,ok,target 2 correct and 6 wrong +pool_construction,deepseek,,balanced,skipped_questions,900,ok,target 2 correct and 6 wrong +pool_construction,deepseek,,balanced,target_correct,2,ok,target 2 correct and 6 wrong +pool_construction,deepseek,,balanced,target_wrong,6,ok,target 2 correct and 6 wrong +pool_construction,deepseek,,balanced,pool_rows,5960,ok,target 2 correct and 6 wrong +pool_construction,deepseek,,natural,n_pools,8225,ok,natural fixed-budget pools +pool_construction,deepseek,,natural,n_pool_rows,65800,ok,natural fixed-budget pools +pool_construction,deepseek,,natural,initial_true_frequency,0.2281003039513678,ok,natural fixed-budget pools +pool_construction,deepseek,,natural,zero_truth_variant_rate,0.569483282674772,ok,natural fixed-budget pools +pool_construction,deepseek,,natural,truth_ge2_rate,0.34382978723404256,ok,natural fixed-budget pools +pool_construction,mimo,,balanced,n_questions,1645,ok,target 2 correct and 6 wrong +pool_construction,mimo,,balanced,complete_pools,445,ok,target 2 correct and 6 wrong +pool_construction,mimo,,balanced,skipped_questions,1200,ok,target 2 correct and 6 wrong +pool_construction,mimo,,balanced,target_correct,2,ok,target 2 correct and 6 wrong +pool_construction,mimo,,balanced,target_wrong,6,ok,target 2 correct and 6 wrong +pool_construction,mimo,,balanced,pool_rows,3560,ok,target 2 correct and 6 wrong +pool_construction,mimo,,natural,n_pools,8195,ok,natural fixed-budget pools +pool_construction,mimo,,natural,n_pool_rows,65560,ok,natural fixed-budget pools +pool_construction,mimo,,natural,initial_true_frequency,0.051433801098230626,ok,natural fixed-budget pools +pool_construction,mimo,,natural,zero_truth_variant_rate,0.8117144600366076,ok,natural fixed-budget pools +pool_construction,mimo,,natural,truth_ge2_rate,0.10713849908480781,ok,natural fixed-budget pools +pool_construction,mimo_medium,,balanced,n_questions,1645,ok,target 2 correct and 6 wrong +pool_construction,mimo_medium,,balanced,complete_pools,745,ok,target 2 correct and 6 wrong +pool_construction,mimo_medium,,balanced,skipped_questions,900,ok,target 2 correct and 6 wrong +pool_construction,mimo_medium,,balanced,target_correct,2,ok,target 2 correct and 6 wrong +pool_construction,mimo_medium,,balanced,target_wrong,6,ok,target 2 correct and 6 wrong +pool_construction,mimo_medium,,balanced,pool_rows,5960,ok,target 2 correct and 6 wrong +pool_construction,mimo_medium,,natural,n_pools,8200,ok,natural fixed-budget pools +pool_construction,mimo_medium,,natural,n_pool_rows,65600,ok,natural fixed-budget pools +pool_construction,mimo_medium,,natural,initial_true_frequency,0.1469969512195122,ok,natural fixed-budget pools +pool_construction,mimo_medium,,natural,zero_truth_variant_rate,0.6409756097560976,ok,natural fixed-budget pools +pool_construction,mimo_medium,,natural,truth_ge2_rate,0.25597560975609757,ok,natural fixed-budget pools +ranking_completion,deepseek,deepseek,balanced,expected_rows,745,ok,from /Users/jay/research/evole-meme/reasoning-meme-mechanism/results/formal/hle_qa_selector_boundary/selector_rankings/deepseek_judge/deepseek_generated/hle_text_qa_verified/balanced_ranking_summary.csv 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"results/formal/prospective_diffusion_validation/details.csv", + "results/summaries/prospective_diffusion_validation.csv" + ], + "run_class": "formal" +}