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data/external/results/formal/five_benchmark_cost_efficiency/archive/source_runs/global_leaderboard_pool_size_cost_efficiency/audits/git_commit_operation.md

@@ -0,0 +1,61 @@
+# Git Commit Operation Page
+
+This package was promoted from an ignored pilot source. The repository already contains unrelated dirty manuscript and metadata files, so do not use `git add .`.
+
+## Intended Commit
+
+Commit message:
+
+```bash
+git commit -m "Promote pool-size cost-efficiency evidence"
+```
+
+## Stage Only These Paths
+
+```bash
+git add results/formal/global_leaderboard_pool_size_cost_efficiency
+git add manuscript/evidence/formal/global_leaderboard_pool_size_cost_efficiency
+git add manuscript/evidence/claims/11_pool_size_cost_efficiency.md
+git add manuscript/evidence/claims.yaml
+git add manuscript/evidence/indexes/evidence_status_ledger.csv
+git add manuscript/evidence/indexes/claim_to_source.csv
+git add manuscript/evidence/indexes/figure_to_claim.csv
+git add results/formal/README.md
+git add tests/test_evidence_index.py
+```
+
+If an index path has no diff, Git will ignore it.
+
+## Do Not Stage
+
+- `manuscript/draft/paper_v1/`
+- `manuscript/draft/gemini_selector_strengthening_pilot/`
+- unrelated `results/formal/*/*.metadata.json` changes
+- `.mpl-cache/`
+- `results/pilots/`
+
+## Pre-Commit Checks
+
+```bash
+python -m unittest discover -s tests -p "test_*.py" -v
+git diff --cached --name-only
+git diff --cached --stat
+```
+
+Expected staged paths should be limited to this formal package, the manuscript
+evidence mirror, the new claim card, evidence indexes, the formal root README
+registration, and the evidence-index test update.
+
+The formal package intentionally includes copied rank-16 reuse-source files under
+`generated_pools/*/strict_common_natural_k16/` and
+`selector_rankings/*/*/strict_common_natural_k16/`. This makes the `k=8` and
+`k=16` natural pool-size rows traceable without relying on the ignored pilot
+directory.
+
+## Rollback If Staging Is Wrong
+
+```bash
+git restore --staged .
+```
+
+Then re-run the whitelist `git add` commands above.

data/external/results/formal/five_benchmark_cost_efficiency/archive/source_runs/global_leaderboard_pool_size_cost_efficiency/audits/promotion_checklist.md

@@ -0,0 +1,13 @@
+# Promotion Checklist
+
+Status: PASS with caveats.
+
+- [x] Repair targets exceed 98% parse-ok.
+- [x] Raw log and final details are reconciled.
+- [x] Bad JSONL count is zero.
+- [x] Duplicate task/detail keys are zero.
+- [x] Denominator mismatches are zero.
+- [x] Natural scope is labeled strict-common and parse-ok-filtered.
+- [x] Balanced scope is labeled stress-test/robustness.
+- [x] Sparse balanced ceiling cells are not promoted as main conclusions.
+- [x] Source pilot README and repair audit are preserved in `audits/`.

data/external/results/formal/five_benchmark_cost_efficiency/archive/source_runs/global_leaderboard_pool_size_cost_efficiency/audits/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

data/external/results/formal/five_benchmark_cost_efficiency/archive/source_runs/global_leaderboard_pool_size_cost_efficiency/audits/repair_audit_summary.md

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+# 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.

data/external/results/formal/five_benchmark_cost_efficiency/archive/source_runs/global_leaderboard_pool_size_cost_efficiency/audits/reused_rank16_source_README.md

@@ -0,0 +1,23 @@
+# 16-Sample 2x2 Cost-Efficiency Pilot
+
+This directory is pilot evidence only. It is not formal manuscript evidence until the author reviews and promotes it.
+
+Primary population: strict common intersection. A question is included only when both DeepSeek and Mimo have at least 16 parse-ok candidates for the benchmark.
+
+Secondary population: per-generator coverage can be built with the same module, but it may mix generator strength with question difficulty and is not the primary model-pair comparison.
+
+Cost scenarios:
+
+- `observed_free`: actual local/free endpoint setup, cost fixed to zero.
+- `paid_equivalent_cache_miss`: conservative official-list-price estimate.
+- `paid_equivalent_cache_hit`: lower-bound official-list-price estimate.
+
+Token accounting is reconstructed with character/4 estimates unless `api_*_tokens` columns are populated by a live API response.
+
+Live request timeout is disabled through model configs with `timeout_seconds: 0`; this workflow does not add per-request timeout arguments.
+
+Live selector-ranking calls export benchmark questions, candidate answers, and rationales to the configured model endpoint. Set `ALLOW_EXTERNAL_MODEL_TRANSFER=1` only after explicit author approval.
+
+Coverage rows: 10
+Strict-common pool rows: 359712
+Excluded rows: 10078

data/external/results/formal/five_benchmark_cost_efficiency/archive/source_runs/global_leaderboard_pool_size_cost_efficiency/audits/reused_rank16_source_live_preflight_audit.md

@@ -0,0 +1,93 @@
+# Live Preflight Audit
+
+Date: 2026-07-01
+
+Status: endpoint smoke passed, but full live ranking requires explicit author approval for external data transfer through the localhost proxy.
+
+Authorization update:
+
+- Author approval received on 2026-07-01:
+
+> 我批准将 `results/pilots/request_cost_estimation/global_replay_cost_efficiency_16sample_2x2_pilot/natural_16_pools.csv` 中的 pilot benchmark questions、candidate answers 和 rationales 通过本地 4002 proxy 发送到外部模型服务，用于 16-sample 2x2 selector-ranking pilot。
+
+- Live runs must set `ALLOW_EXTERNAL_MODEL_TRANSFER=1` and must continue to write only under this pilot output directory.
+
+Implemented and verified:
+
+- Spec committed: `e2093ba Add 16-sample cost efficiency design`
+- Implementation plan committed: `1728795 Add 16-sample cost efficiency implementation plan`
+- Workflow implementation committed: `b441a6c Add 16-sample cost efficiency pilot workflow`
+- Focused test suite: `uv run python -m unittest tests/test_cost_efficiency_16sample.py -v` passed.
+- Full test suite: `uv run python -m unittest discover -s tests -p "test_*.py" -v` passed, 247 tests.
+- Dry run passed for `configs/experiments/pilot/cost_efficiency_16sample_2x2.yaml`.
+- No-LLM pilot build passed.
+- Benchmark question-loader smoke passed on one `natural_16` pool row from each benchmark.
+- Current dry-run still passes and reports 5 benchmarks, 4 cells, and 10 coverage rows.
+- Current unapproved `--require-llm` run is blocked locally before model dispatch unless `ALLOW_EXTERNAL_MODEL_TRANSFER=1` is set.
+
+Current pilot files:
+
+- `coverage_by_generator.csv`: 10 rows
+- `common_intersection_coverage.csv`: 5 rows
+- `natural_16_pool_summary.csv`: 22,482 rows
+- `natural_16_pools.csv`: 359,712 rows
+- `excluded_questions.csv`: 10,078 rows
+- `price_model.csv`: 3 rows
+- `ranking_runs/`: absent, because live ranking has not been authorized or started.
+
+Strict-common coverage:
+
+- MMLU-Pro: 7,544 questions
+- GPQA: 233 questions
+- MedXpertQA: 2,294 questions
+- MuSR: 725 questions
+- HLE MC: 445 questions
+- Total strict-common questions: 11,241
+
+Live endpoint checks:
+
+- `OPENAI_BASE_URL`: missing from the default shell environment, so the live command must set it inline.
+- `OPENAI_API_KEY`: missing from the default shell environment, so the live command must set a dummy key inline for local keyless 4002.
+- `.env`: missing.
+- `nc -vz 127.0.0.1 4002`: succeeded with escalated sandbox permissions.
+- Minimal `mimo-v2.5-free` `/v1/chat/completions` smoke through `http://127.0.0.1:4002`: returned valid JSON.
+- Full live ranking command was not started because the approval reviewer rejected the data export risk: benchmark questions, candidate answers, and rationales would be sent through a localhost proxy to an external model service.
+
+Required approval before continuing:
+
+> I approve sending the pilot benchmark questions, candidate answers, and rationales in `results/pilots/request_cost_estimation/global_replay_cost_efficiency_16sample_2x2_pilot/natural_16_pools.csv` through the local 4002 proxy to the external model service for the 16-sample 2x2 selector-ranking pilot.
+
+Required resume command once the endpoint is available:
+
+```bash
+ALLOW_EXTERNAL_MODEL_TRANSFER=1 \
+OPENAI_BASE_URL=http://localhost:4002 OPENAI_API_KEY=dummy \
+uv run python scripts/run_experiment.py \
+  --config configs/experiments/pilot/cost_efficiency_16sample_2x2.yaml \
+  --require-llm
+```
+
+The live runner is resumable. Completed parse-ok rows are skipped on rerun, failed rows are retried, and request timeout remains disabled through model configs with `timeout_seconds: 0`.
+
+Resume note:
+
+- First live attempt used `OPENAI_BASE_URL=http://127.0.0.1:4002` and all ranking rows failed with `LLM API unavailable: Error code: 404 - {'detail': 'Not Found'}`.
+- Root cause: the OpenAI SDK appends `chat/completions` to `base_url`; this 4002 proxy exposes the OpenAI-compatible API under `/v1/chat/completions`.
+- Correct live base URL: `http://127.0.0.1:4002/v1`.
+- Minimal SDK smoke with `http://127.0.0.1:4002/v1` returned parseable ranking JSON, so the next run should resume and retry failed rows.
+- After the interrupted second attempt, `run_ranking_cell` was patched to recover `parse_ok=1` rows from `task_log.jsonl` before computing pending tasks. This prevents mid-cell interruptions from discarding already returned successful rankings.
+- Pilot concurrency was increased from 20 to 100, then to 400, after the first successful `/v1` responses showed lower concurrency would be too slow for 44,964 ranking tasks. The run remains resumable and already successful task-log rows are recovered before pending tasks are computed.
+
+Final live pilot status:
+
+- Completed live selector-ranking through the local `4002` proxy with `OPENAI_BASE_URL=http://127.0.0.1:4002/v1`.
+- Ranking parse coverage after retries:
+  - `deepseek_to_deepseek`: 11,241 / 11,241 parse-ok.
+  - `deepseek_to_mimo`: 11,240 / 11,241 parse-ok; one residual malformed ranking on `mmlu_pro` question `614`.
+  - `mimo_to_deepseek`: 11,241 / 11,241 parse-ok.
+  - `mimo_to_mimo`: 11,240 / 11,241 parse-ok; one residual malformed ranking on `mmlu_pro` question `2357`.
+- Overall parse-ok coverage: 44,962 / 44,964 selector-ranking tasks.
+- Final statistics were rebuilt offline from existing ranking details without additional model calls.
+- Verification commands:
+  - `uv run python -m unittest discover -s tests -p "test_*.py" -v`: 249 tests passed.
+  - `uv run python scripts/run_experiment.py --config configs/experiments/pilot/cost_efficiency_16sample_2x2.yaml --dry-run`: passed.

data/external/results/formal/five_benchmark_cost_efficiency/archive/source_runs/global_leaderboard_pool_size_cost_efficiency/audits/reused_rank16_source_note.md

@@ -0,0 +1,3 @@
+# Reused Rank-16 Source
+
+Natural pool-size rows with `rank_source` equal to rank-16 reuse are backed by the 16-sample 2x2 pilot. This formal package copies the source `natural_16_pools.csv` split by generator into `generated_pools/*/strict_common_natural_k16/pools.csv` and copies the four source selector-ranking runs into `selector_rankings/*/*/strict_common_natural_k16/`.

data/external/results/formal/five_benchmark_cost_efficiency/archive/source_runs/global_leaderboard_pool_size_cost_efficiency/audits/source_pilot_README.md

@@ -0,0 +1,40 @@
+# Pool-Size 2x2 Cost-Efficiency Pilot
+
+This directory is pilot evidence only. It is not formal manuscript evidence until the author reviews and promotes it.
+
+Primary purpose: test sample-budget scaling and cost-efficiency for judge-gated selection under matched natural pools.
+
+Natural pool-size scope:
+
+- Base population: strict common intersection with at least 16 parse-ok candidates for both DeepSeek and Mimo.
+- Pool sizes: 2, 4, 6, 8, 10, 12, 14, 16
+- Live rerank pool sizes: 2, 4, 6, 10, 12, 14
+- Reused rank-16 pool sizes: 8, 16
+- Reused rank-16 source: /Users/jay/research/evole-meme/reasoning-meme-mechanism/results/pilots/request_cost_estimation/global_replay_cost_efficiency_16sample_2x2_pilot
+
+Balanced stress-test scope:
+
+- Pool sizes: 4, 12
+- Correct ratios: 0.25, 0.5, 0.75
+- Max pools per benchmark/generator/cell: 500
+
+Live selector-ranking calls export benchmark questions, candidate answers, and rationales to the configured model endpoint. Set `ALLOW_EXTERNAL_MODEL_TRANSFER=1` only after explicit author approval.
+
+Live request timeout is disabled through model configs with `timeout_seconds: 0`; this workflow does not add per-request timeout arguments.
+
+Coverage rows: 10
+Strict-common natural-16 rows: 359712
+Excluded rows: 10078
+
+## Repair and audit status
+
+Status: pilot audit passed after repair and raw-log reconciliation.
+
+- Repair targets all exceed the 98% parse-ok threshold.
+- Whole-package audit after reconciliation: 308,456 / 309,612 parse-ok = 99.6266%.
+- Bad JSONL lines: 0.
+- Duplicate task/detail keys: 0.
+- Denominator mismatches: 0.
+- Raw successful final log records missing from final details: 0.
+
+See `repair_audit_summary.md` for the target-level numbers and caveats.

data/external/results/formal/five_benchmark_cost_efficiency/archive/source_runs/global_leaderboard_pool_size_cost_efficiency/selector_rankings/mimo_judge/deepseek_generated/balanced_k12_3c9w/summary.csv

@@ -0,0 +1,2 @@
+experiment_id,population,cell_id,generator,selector,selector_model_id,n_tasks,n_parse_ok,n_failed,parse_ok_rate,top1_correct_rate,top2_correct_rate
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,deepseek_to_mimo,deepseek,mimo,mimo_v25_judge,1774,1708,66,0.962796,0.411593,0.496487

data/external/results/formal/five_benchmark_cost_efficiency/archive/source_runs/global_leaderboard_pool_size_cost_efficiency/selector_rankings/mimo_judge/deepseek_generated/balanced_k12_9c3w/summary.csv

@@ -0,0 +1,2 @@
+experiment_id,population,cell_id,generator,selector,selector_model_id,n_tasks,n_parse_ok,n_failed,parse_ok_rate,top1_correct_rate,top2_correct_rate
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,deepseek_to_mimo,deepseek,mimo,mimo_v25_judge,1491,1473,18,0.987928,0.816701,0.886626

data/external/results/formal/five_benchmark_cost_efficiency/archive/source_runs/global_leaderboard_pool_size_cost_efficiency/selector_rankings/mimo_judge/deepseek_generated/balanced_k4_2c2w/summary.csv

@@ -0,0 +1,2 @@
+experiment_id,population,cell_id,generator,selector,selector_model_id,n_tasks,n_parse_ok,n_failed,parse_ok_rate,top1_correct_rate,top2_correct_rate
+cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,deepseek_to_mimo,deepseek,mimo,mimo_v25_judge,2147,2126,21,0.990219,0.631232,0.815616

data/external/results/formal/five_benchmark_cost_efficiency/archive/source_runs/global_leaderboard_pool_size_cost_efficiency/selector_rankings/mimo_judge/deepseek_generated/strict_common_natural_k6/summary.csv

@@ -0,0 +1,2 @@
+experiment_id,population,cell_id,generator,selector,selector_model_id,n_tasks,n_parse_ok,n_failed,parse_ok_rate,top1_correct_rate,top2_correct_rate
+cost_efficiency_pool_size_2x2_pilot,strict_common_natural_k6,deepseek_to_mimo,deepseek,mimo,mimo_v25_judge,11241,11230,11,0.999021,0.577916,0.671505

data/external/results/formal/five_benchmark_cost_efficiency/archive/source_runs/global_leaderboard_pool_size_cost_efficiency/selector_rankings/mimo_judge/mimo_generated/balanced_k12_3c9w/summary.csv

@@ -0,0 +1,2 @@
+experiment_id,population,cell_id,generator,selector,selector_model_id,n_tasks,n_parse_ok,n_failed,parse_ok_rate,top1_correct_rate,top2_correct_rate
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_3c9w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,1608,1595,13,0.991915,0.527273,0.627586

data/external/results/formal/five_benchmark_cost_efficiency/archive/source_runs/global_leaderboard_pool_size_cost_efficiency/selector_rankings/mimo_judge/mimo_generated/balanced_k12_6c6w/resume_state.json

@@ -0,0 +1,732 @@
+{
+  "completed_pool_ids": [
+    "gpqa_mimo_gpqa_recYOzCsevNz61Lyn_balanced_6c6w_k12_s20260701",
+    "gpqa_mimo_gpqa_recePdwdV9KRLqPDx_balanced_6c6w_k12_s20260701",
+    "gpqa_mimo_gpqa_recxjillUQ4ucEWi2_balanced_6c6w_k12_s20260701",
+    "hle_text_mc_mimo_hle_66e8d3ed713a83e8aeddc2f5_balanced_6c6w_k12_s20260701",
+    "hle_text_mc_mimo_hle_66e90adfa5b0e84a801c7660_balanced_6c6w_k12_s20260701",
+    "hle_text_mc_mimo_hle_66ea29ab7131229007ccbd9d_balanced_6c6w_k12_s20260701",
+    "hle_text_mc_mimo_hle_66eae565b2e7406d498f8cc9_balanced_6c6w_k12_s20260701",
+    "hle_text_mc_mimo_hle_66f1058e1ce23c0620f1efd8_balanced_6c6w_k12_s20260701",
+    "hle_text_mc_mimo_hle_66f5db356e132c6b4fd9408b_balanced_6c6w_k12_s20260701",
+    "hle_text_mc_mimo_hle_66f77487fb10531253ee7842_balanced_6c6w_k12_s20260701",
+    "hle_text_mc_mimo_hle_66faccfb44cb2f3b0e1be0ff_balanced_6c6w_k12_s20260701",
+    "hle_text_mc_mimo_hle_66fcf077c494ec3fe0ed5635_balanced_6c6w_k12_s20260701",
+    "hle_text_mc_mimo_hle_67180e9b814516d5f513eb3c_balanced_6c6w_k12_s20260701",
+    "hle_text_mc_mimo_hle_671aad4a17615f09eab6fe3d_balanced_6c6w_k12_s20260701",
+    "hle_text_mc_mimo_hle_6721ad631648dda151c2a7ec_balanced_6c6w_k12_s20260701",
+    "hle_text_mc_mimo_hle_67225b0a9e5897be2aec5257_balanced_6c6w_k12_s20260701",
+    "hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_6c6w_k12_s20260701",
+    "hle_text_mc_mimo_hle_67249d57d91756473725533a_balanced_6c6w_k12_s20260701",
+    "hle_text_mc_mimo_hle_6724f79792419e4380b5686a_balanced_6c6w_k12_s20260701",
+    "hle_text_mc_mimo_hle_672ddd9bff7bf1483f564046_balanced_6c6w_k12_s20260701",
+    "hle_text_mc_mimo_hle_672e09b50a85795d0ed2d36e_balanced_6c6w_k12_s20260701",
+    "hle_text_mc_mimo_hle_6731fa3bb08cf72258a21348_balanced_6c6w_k12_s20260701",
+    "hle_text_mc_mimo_hle_6732f0dac65fb3c0e912b4a9_balanced_6c6w_k12_s20260701",
+    "hle_text_mc_mimo_hle_673497b017a9687889930ac4_balanced_6c6w_k12_s20260701",
+    "hle_text_mc_mimo_hle_6734989917a9687889930ac9_balanced_6c6w_k12_s20260701",
+    "hle_text_mc_mimo_hle_6734d0fd45aa0757a21c4ddc_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_100_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_102_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_10379_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_1054_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_10603_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_10619_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_106_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_107_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_1082_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_11047_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_111_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_11287_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_113_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_11590_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_115_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_119_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_12182_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_123_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_124_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_125_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_126_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_127_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_128_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_129_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_131_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_133_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_134_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_136_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_138_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_141_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_142_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_146_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_148_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_149_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_153_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_161_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_163_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_164_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_169_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_1713_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_173_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_174_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_177_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_179_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_1822_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_183_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_186_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_190_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_191_balanced_6c6w_k12_s20260701",
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+    "mmlu_pro_mimo_194_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_195_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_196_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_197_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_200_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_201_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_202_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_203_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_205_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_209_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_218_balanced_6c6w_k12_s20260701",
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+    "mmlu_pro_mimo_226_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_227_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_234_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_235_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_2365_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_239_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_242_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_2531_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_255_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_256_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_258_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_259_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_2608_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_260_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_261_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_262_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_263_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_2657_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_265_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_266_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_267_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_268_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_269_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_275_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_279_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_287_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_288_balanced_6c6w_k12_s20260701",
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+    "mmlu_pro_mimo_292_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_293_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_2979_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_297_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_299_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_3001_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_300_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_3045_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_306_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_307_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_308_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_309_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_310_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_311_balanced_6c6w_k12_s20260701",
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+    "mmlu_pro_mimo_313_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_314_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_315_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_316_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_3170_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_3193_balanced_6c6w_k12_s20260701",
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+    "mmlu_pro_mimo_328_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_329_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_3311_balanced_6c6w_k12_s20260701",
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+    "mmlu_pro_mimo_3351_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_341_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_342_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_347_balanced_6c6w_k12_s20260701",
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+    "mmlu_pro_mimo_350_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_351_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_354_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_3577_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_357_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_359_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_360_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_361_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_363_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_364_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_365_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_366_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_370_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_371_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_376_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_378_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_379_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_381_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_382_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_387_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_391_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_396_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_398_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_401_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_408_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_415_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_417_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_418_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_421_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_424_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_425_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_428_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_429_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_430_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_433_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_434_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_435_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_436_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_437_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_439_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_440_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_441_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_442_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_443_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_444_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_445_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_446_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_454_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_459_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_461_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_462_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_464_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_465_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_466_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_474_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_481_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_482_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_4860_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_491_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_492_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_495_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_496_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_4976_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_497_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_498_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_4993_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_499_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_500_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_501_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_5029_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_502_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_503_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_504_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_506_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_5077_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_508_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_511_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_517_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_518_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_522_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_529_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_530_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_5329_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_535_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_539_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_541_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_542_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_5466_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_5503_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_555_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_5590_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_561_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_566_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_567_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_568_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_569_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_570_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_571_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_572_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_573_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_589_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_595_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_603_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_607_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_609_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_610_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_616_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_618_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_619_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_620_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_623_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_624_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_625_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_626_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_627_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_628_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_629_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_630_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_6313_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_631_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_6324_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_632_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_633_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_635_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_636_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_638_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_639_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_645_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_648_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_650_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_651_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_659_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_665_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_666_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_6684_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_674_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_675_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_6798_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_6805_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_681_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_682_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_684_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_685_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_686_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_687_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_688_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_691_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_692_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_695_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_7078_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_708_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_709_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_70_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_710_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_717_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_71_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_7294_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_72_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_73_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_7424_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_7513_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_75_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_76_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_77_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_78_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_79_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_80_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_81_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_8237_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_82_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_83_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_84_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_8552_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_8555_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_85_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_86_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_8755_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_8780_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_8799_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_8898_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_9111_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_95_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_96_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_97_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_0_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_100_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_101_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_102_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_103_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_104_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_106_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_107_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_108_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_109_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_10_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_110_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_111_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_112_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_113_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_114_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_115_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_116_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_117_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_118_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_119_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_11_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_120_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_121_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_122_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_123_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_124_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_125_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_126_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_127_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_128_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_129_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_12_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_130_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_131_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_132_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_133_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_134_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_135_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_136_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_137_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_138_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_139_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_13_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_140_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_141_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_142_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_143_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_145_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_146_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_147_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_148_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_149_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_14_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_150_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_151_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_152_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_153_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_154_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_155_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_157_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_158_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_159_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_15_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_160_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_161_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_162_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_163_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_164_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_165_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_166_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_167_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_168_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_169_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_171_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_172_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_173_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_174_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_175_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_177_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_178_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_179_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_17_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_180_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_181_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_182_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_183_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_184_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_185_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_186_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_187_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_188_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_189_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_190_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_191_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_192_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_193_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_194_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_195_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_196_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_197_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_198_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_199_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_19_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_1_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_200_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_201_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_203_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_204_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_205_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_208_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_209_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_210_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_211_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_212_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_213_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_214_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_215_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_217_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_218_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_219_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_21_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_220_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_221_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_222_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_223_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_224_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_225_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_226_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_227_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_228_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_229_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_22_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_230_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_231_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_232_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_233_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_234_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_235_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_236_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_237_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_238_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_239_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_23_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_240_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_241_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_242_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_243_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_244_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_245_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_246_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_247_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_248_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_249_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_24_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_25_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_27_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_28_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_29_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_2_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_30_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_31_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_32_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_33_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_34_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_35_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_36_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_37_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_38_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_39_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_3_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_40_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_41_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_42_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_43_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_44_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_45_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_46_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_47_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_49_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_4_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_50_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_51_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_52_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_53_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_54_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_55_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_56_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_58_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_59_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_5_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_60_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_61_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_62_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_64_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_65_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_66_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_67_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_69_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_6_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_71_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_72_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_73_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_74_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_75_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_76_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_77_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_78_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_79_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_7_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_80_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_81_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_82_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_83_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_84_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_86_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_87_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_88_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_89_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_8_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_90_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_91_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_92_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_93_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_94_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_95_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_97_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_98_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_99_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_9_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_10_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_117_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_118_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_120_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_122_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_131_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_144_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_147_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_14_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_161_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_162_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_165_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_167_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_172_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_173_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_174_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_175_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_178_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_179_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_180_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_182_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_185_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_186_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_187_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_188_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_190_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_195_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_196_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_198_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_199_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_200_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_205_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_206_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_217_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_219_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_222_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_229_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_231_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_249_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_30_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_33_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_36_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_37_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_3_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_51_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_69_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_70_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_76_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_79_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_8_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_91_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_92_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_94_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_97_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_98_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_99_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_100_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_103_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_105_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_106_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_108_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_10_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_111_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_114_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_11_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_125_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_127_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_128_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_129_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_12_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_130_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_135_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_136_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_137_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_140_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_144_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_146_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_147_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_153_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_156_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_157_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_158_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_159_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_161_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_165_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_166_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_167_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_173_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_174_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_177_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_180_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_183_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_185_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_18_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_191_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_192_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_193_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_198_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_203_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_209_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_21_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_220_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_222_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_225_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_227_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_22_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_230_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_232_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_233_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_234_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_241_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_242_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_26_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_29_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_31_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_33_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_34_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_35_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_38_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_39_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_3_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_41_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_42_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_52_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_55_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_59_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_61_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_62_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_65_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_69_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_6_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_70_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_73_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_78_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_84_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_85_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_94_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_95_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_98_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_99_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_9_balanced_6c6w_k12_s20260701"
+  ],
+  "failed_pool_ids": [
+    "mmlu_pro_mimo_198_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_199_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_237_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_362_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_505_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_683_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_689_balanced_6c6w_k12_s20260701",
+    "mmlu_pro_mimo_693_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_16_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_216_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_1_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_object_placements_78_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_104_balanced_6c6w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_66_balanced_6c6w_k12_s20260701"
+  ],
+  "n_failed": 14,
+  "n_parse_ok": 708,
+  "n_rows": 722,
+  "n_tasks": 722
+}

data/external/results/formal/five_benchmark_cost_efficiency/archive/source_runs/global_leaderboard_pool_size_cost_efficiency/selector_rankings/mimo_judge/mimo_generated/balanced_k12_6c6w/summary.csv

@@ -0,0 +1,2 @@
+experiment_id,population,cell_id,generator,selector,selector_model_id,n_tasks,n_parse_ok,n_failed,parse_ok_rate,top1_correct_rate,top2_correct_rate
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_6c6w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,722,708,14,0.980609,0.790960,0.833333

data/external/results/formal/five_benchmark_cost_efficiency/archive/source_runs/global_leaderboard_pool_size_cost_efficiency/selector_rankings/mimo_judge/mimo_generated/balanced_k12_9c3w/details.csv

@@ -0,0 +1,24 @@
+experiment_id,population,cell_id,generator,selector,selector_model_id,benchmark,question_id,pool_id,candidate_order,ranking,top1_correct,top2_correct,parse_ok,judge_error,selector_prompt_tokens,selector_completion_tokens,api_prompt_tokens,api_completion_tokens,api_total_tokens,token_accounting_source
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,hle_text_mc,hle_672407521f51862e37d75208,hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701,hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m0|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m1|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m2|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m3|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m4|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m5|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m6|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m7|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m8|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m9|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m10|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m11,hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m3|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m0|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m1|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m6|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m8|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m2|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m7|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m9|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m10|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m11|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m4|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m5,0,1,1,,2877,49,,,,reconstructed_char4
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,134,mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m11,0,0,1,,1467,49,,,,reconstructed_char4
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,161,mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m11|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m1,1,1,1,,3458,49,,,,reconstructed_char4
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,193,mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m11|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m9,1,1,1,,1695,49,,,,reconstructed_char4
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,198,mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m11|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m2,1,1,1,,1459,49,,,,reconstructed_char4
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,202,mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m11|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m9,1,1,1,,1440,49,,,,reconstructed_char4
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,203,mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m11,0,1,1,,1549,49,,,,reconstructed_char4
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,219,mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m11|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m7,1,1,1,,2018,49,,,,reconstructed_char4
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,269,mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m11|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m9,1,1,1,,1760,49,,,,reconstructed_char4
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,291,mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m11|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m10,1,1,1,,1741,49,,,,reconstructed_char4
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,293,mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m11|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m7,1,1,1,,3670,49,,,,reconstructed_char4
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,300,mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m11|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m7,1,1,1,,1973,49,,,,reconstructed_char4
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,366,mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m11|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m9,1,1,1,,1665,49,,,,reconstructed_char4
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,391,mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m11|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m6,1,1,1,,1366,49,,,,reconstructed_char4
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,437,mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m11,1,1,1,,2065,49,,,,reconstructed_char4
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,504,mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m11|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m9,1,1,1,,1639,49,,,,reconstructed_char4
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,610,mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m11|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m7,1,1,1,,1994,49,,,,reconstructed_char4
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,682,mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m11|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m9,1,1,1,,1522,49,,,,reconstructed_char4
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,683,mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m11|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m1,1,1,1,,1703,49,,,,reconstructed_char4
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,musr,musr_murder_mysteries_109,musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701,musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m0|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m1|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m2|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m3|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m4|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m5|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m6|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m7|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m8|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m9|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m10|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m11,musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m9|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m3|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m5|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m1|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m2|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m4|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m7|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m8|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m11|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m0|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m10|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m6,1,1,1,,3526,49,,,,reconstructed_char4
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,musr,musr_murder_mysteries_187,musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701,musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m0|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m1|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m2|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m3|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m4|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m5|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m6|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m7|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m8|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m9|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m10|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m11,musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m0|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m1|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m2|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m3|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m4|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m5|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m7|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m9|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m11|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m6|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m8|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m10,1,1,1,,3417,49,,,,reconstructed_char4
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,musr,musr_murder_mysteries_67,musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701,musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m0|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m1|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m2|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m3|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m4|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m5|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m6|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m7|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m8|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m9|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m10|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m11,musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m0|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m1|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m3|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m4|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m6|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m7|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m9|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m10|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m11|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m2|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m5|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m8,1,1,1,,3291,49,,,,reconstructed_char4
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,musr,musr_team_allocation_191,musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701,musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m0|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m1|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m2|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m3|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m4|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m5|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m6|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m7|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m8|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m9|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m10|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m11,musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m2|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m0|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m4|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m3|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m7|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m9|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m10|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m5|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m11|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m1|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m6|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m8,1,1,1,,3274,49,,,,reconstructed_char4

data/external/results/formal/five_benchmark_cost_efficiency/archive/source_runs/global_leaderboard_pool_size_cost_efficiency/selector_rankings/mimo_judge/mimo_generated/balanced_k12_9c3w/resume_state.json

@@ -0,0 +1,32 @@
+{
+  "completed_pool_ids": [
+    "hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701",
+    "mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701",
+    "mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701",
+    "mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701",
+    "mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701",
+    "mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701",
+    "mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701",
+    "mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701",
+    "mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701",
+    "mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701",
+    "mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701",
+    "mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701",
+    "mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701",
+    "mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701",
+    "mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701",
+    "mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701",
+    "mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701",
+    "mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701",
+    "mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701",
+    "musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701",
+    "musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701"
+  ],
+  "failed_pool_ids": [],
+  "n_failed": 0,
+  "n_parse_ok": 23,
+  "n_rows": 23,
+  "n_tasks": 23
+}

data/external/results/formal/five_benchmark_cost_efficiency/archive/source_runs/global_leaderboard_pool_size_cost_efficiency/selector_rankings/mimo_judge/mimo_generated/balanced_k12_9c3w/summary.csv

@@ -0,0 +1,2 @@
+experiment_id,population,cell_id,generator,selector,selector_model_id,n_tasks,n_parse_ok,n_failed,parse_ok_rate,top1_correct_rate,top2_correct_rate
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,23,23,0,1.000000,0.869565,0.956522

data/external/results/formal/five_benchmark_cost_efficiency/archive/source_runs/global_leaderboard_pool_size_cost_efficiency/selector_rankings/mimo_judge/mimo_generated/balanced_k12_9c3w/task_log.jsonl

@@ -0,0 +1,27 @@
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data/external/results/formal/five_benchmark_cost_efficiency/archive/source_runs/global_leaderboard_pool_size_cost_efficiency/selector_rankings/mimo_judge/mimo_generated/balanced_k12_9c3w/tasks.csv

@@ -0,0 +1,24 @@
+experiment_id,population,cell_id,generator,selector,selector_model_id,benchmark,question_id,pool_id,candidate_order,correct_meme_ids,status
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,hle_text_mc,hle_672407521f51862e37d75208,hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701,hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m0|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m1|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m2|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m3|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m4|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m5|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m6|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m7|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m8|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m9|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m10|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m11,hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m0|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m1|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m2|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m6|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m7|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m8|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m9|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m10|hle_text_mc_mimo_hle_672407521f51862e37d75208_balanced_9c3w_k12_s20260701_m11,pending
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,134,mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_134_balanced_9c3w_k12_s20260701_m11,pending
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,161,mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_161_balanced_9c3w_k12_s20260701_m11,pending
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,193,mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_193_balanced_9c3w_k12_s20260701_m11,pending
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,198,mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_198_balanced_9c3w_k12_s20260701_m11,pending
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,202,mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_202_balanced_9c3w_k12_s20260701_m11,pending
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,203,mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_203_balanced_9c3w_k12_s20260701_m11,pending
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,219,mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_219_balanced_9c3w_k12_s20260701_m11,pending
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,269,mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_269_balanced_9c3w_k12_s20260701_m10,pending
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,291,mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_291_balanced_9c3w_k12_s20260701_m11,pending
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,293,mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_293_balanced_9c3w_k12_s20260701_m11,pending
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,300,mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_300_balanced_9c3w_k12_s20260701_m11,pending
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,366,mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_366_balanced_9c3w_k12_s20260701_m11,pending
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,391,mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_391_balanced_9c3w_k12_s20260701_m11,pending
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,437,mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_437_balanced_9c3w_k12_s20260701_m10,pending
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,504,mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_504_balanced_9c3w_k12_s20260701_m10,pending
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,610,mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_610_balanced_9c3w_k12_s20260701_m11,pending
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,682,mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_682_balanced_9c3w_k12_s20260701_m11,pending
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,mmlu_pro,683,mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701,mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m1|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m2|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m7|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m11,mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m0|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m3|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m4|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m5|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m6|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m8|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m9|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m10|mmlu_pro_mimo_683_balanced_9c3w_k12_s20260701_m11,pending
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,musr,musr_murder_mysteries_109,musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701,musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m0|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m1|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m2|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m3|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m4|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m5|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m6|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m7|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m8|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m9|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m10|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m11,musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m1|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m2|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m3|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m4|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m5|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m7|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m8|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m9|musr_mimo_musr_murder_mysteries_109_balanced_9c3w_k12_s20260701_m11,pending
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,musr,musr_murder_mysteries_187,musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701,musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m0|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m1|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m2|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m3|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m4|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m5|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m6|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m7|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m8|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m9|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m10|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m11,musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m0|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m1|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m2|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m3|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m4|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m5|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m7|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m9|musr_mimo_musr_murder_mysteries_187_balanced_9c3w_k12_s20260701_m11,pending
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,musr,musr_murder_mysteries_67,musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701,musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m0|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m1|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m2|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m3|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m4|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m5|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m6|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m7|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m8|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m9|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m10|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m11,musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m0|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m1|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m3|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m4|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m6|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m7|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m9|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m10|musr_mimo_musr_murder_mysteries_67_balanced_9c3w_k12_s20260701_m11,pending
+cost_efficiency_pool_size_2x2_pilot,balanced_k12_9c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,musr,musr_team_allocation_191,musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701,musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m0|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m1|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m2|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m3|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m4|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m5|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m6|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m7|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m8|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m9|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m10|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m11,musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m0|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m2|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m4|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m5|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m7|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m8|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m9|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m10|musr_mimo_musr_team_allocation_191_balanced_9c3w_k12_s20260701_m11,pending

data/external/results/formal/five_benchmark_cost_efficiency/archive/source_runs/global_leaderboard_pool_size_cost_efficiency/selector_rankings/mimo_judge/mimo_generated/balanced_k4_1c3w/summary.csv

@@ -0,0 +1,2 @@
+experiment_id,population,cell_id,generator,selector,selector_model_id,n_tasks,n_parse_ok,n_failed,parse_ok_rate,top1_correct_rate,top2_correct_rate
+cost_efficiency_pool_size_2x2_pilot,balanced_k4_1c3w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,2178,2137,41,0.981175,0.465138,0.672906

data/external/results/formal/five_benchmark_cost_efficiency/archive/source_runs/global_leaderboard_pool_size_cost_efficiency/selector_rankings/mimo_judge/mimo_generated/balanced_k4_2c2w/summary.csv

@@ -0,0 +1,2 @@
+experiment_id,population,cell_id,generator,selector,selector_model_id,n_tasks,n_parse_ok,n_failed,parse_ok_rate,top1_correct_rate,top2_correct_rate
+cost_efficiency_pool_size_2x2_pilot,balanced_k4_2c2w,mimo_to_mimo,mimo,mimo,mimo_v25_judge,2178,2174,4,0.998163,0.685373,0.869365