diff --git "a/data.json" "b/data.json"
new file mode 100644--- /dev/null
+++ "b/data.json"
@@ -0,0 +1,5424 @@
+{
+  "generated_at": "2026-06-29T19:27:57.081535+00:00",
+  "date": "2026-06-29",
+  "benchmarks": [
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+    "dataset-nucleotidings-qa",
+    "dataset-logistics-qa",
+    "dataset-landuse-wa-qa",
+    "dataset-shakespeare-qa",
+    "dataset-futurewise-qa",
+    "dataset-belebele-qa"
+  ],
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+    }
+  },
+  "metrics_def": [
+    {
+      "key": "mrr",
+      "label": "MRR",
+      "field": "mrr",
+      "higher": true,
+      "fmt": "f3",
+      "tip": "MRR"
+    },
+    {
+      "key": "h1",
+      "label": "H@1",
+      "field": "hit_at_1",
+      "higher": true,
+      "fmt": "f2",
+      "tip": "H@1"
+    },
+    {
+      "key": "h5",
+      "label": "H@5",
+      "field": "hit_at_5",
+      "higher": true,
+      "fmt": "f2",
+      "tip": "H@5"
+    },
+    {
+      "key": "ndcg",
+      "label": "nDCG",
+      "field": "ndcg_at_10",
+      "higher": true,
+      "fmt": "f3",
+      "tip": "nDCG"
+    },
+    {
+      "key": "p50",
+      "label": "P50 ms",
+      "field": "p50_retrieval_latency_ms",
+      "higher": false,
+      "fmt": "f0",
+      "tip": "P50"
+    },
+    {
+      "key": "p95",
+      "label": "P95 ms",
+      "field": "p95_retrieval_latency_ms",
+      "higher": false,
+      "fmt": "f0",
+      "tip": "P95"
+    },
+    {
+      "key": "build",
+      "label": "Build s",
+      "field": "index_build_seconds",
+      "higher": false,
+      "fmt": "f1",
+      "tip": "build"
+    },
+    {
+      "key": "gen",
+      "label": "gen",
+      "field": "generation_acc",
+      "higher": true,
+      "fmt": "f3",
+      "tip": "gen"
+    },
+    {
+      "key": "gen_ms",
+      "label": "gen ms",
+      "field": "p50_generation_latency_ms",
+      "higher": false,
+      "fmt": "f0",
+      "tip": "gen ms"
+    },
+    {
+      "key": "tok_s",
+      "label": "tok/s",
+      "field": "generation_tokens_per_sec",
+      "higher": true,
+      "fmt": "f0",
+      "tip": "tok/s"
+    },
+    {
+      "key": "gen_cost",
+      "label": "gen $",
+      "field": "est_generation_cost_per_query_usd",
+      "higher": false,
+      "fmt": "f5",
+      "tip": "gen $"
+    },
+    {
+      "key": "cost",
+      "label": "$/q",
+      "field": "est_cost_per_query_usd",
+      "higher": false,
+      "fmt": "f5",
+      "tip": "$/q"
+    },
+    {
+      "key": "par",
+      "label": "par",
+      "field": "paraphrase_drop",
+      "higher": true,
+      "fmt": "f3",
+      "tip": "par"
+    },
+    {
+      "key": "shift",
+      "label": "shift",
+      "field": "shift_drop",
+      "higher": true,
+      "fmt": "f3",
+      "tip": "shift"
+    }
+  ],
+  "glossary": {
+    "model": "The generation model in the pipeline. 'retrieval-only' means no LLM generation step was run for this row.",
+    "retriever": "Retrieval strategy used to fetch candidate documents (e.g. hybrid = BM25 + dense embeddings; bm25-only = lexical; splade-only = learned sparse).",
+    "rerank": "Cross-encoder reranker applied after retrieval ('none' = no reranking; minilm / mxbai are reranker models).",
+    "MRR": "Mean Reciprocal Rank — average of 1/rank for the first relevant doc retrieved per query. Range 0–1; higher is better.",
+    "H@1": "Hit@1 — fraction of queries where the top-1 retrieved doc is relevant. Higher is better.",
+    "H@5": "Hit@5 — fraction of queries where any of the top-5 retrieved docs is relevant. Higher is better.",
+    "nDCG": "Normalized Discounted Cumulative Gain @10 — position-weighted relevance of the top-10 results. Higher is better.",
+    "P50": "Median (50th percentile) per-query retrieval latency in milliseconds. Lower is better.",
+    "P95": "95th percentile retrieval latency — the tail (worst-case) cost per query, in milliseconds. Lower is better.",
+    "build": "Index build time in seconds for this benchmark corpus. Lower is better.",
+    "gen": "Generation score (task-dependent): for multiple-choice benchmarks, the fraction of questions answered correctly given retrieved context; for the language-following benchmark, the fraction of responses written in the user's language. Higher is better.",
+    "gen ms": "Median per-query generation latency (time-to-first-token + generation) in milliseconds. Lower is better.",
+    "tok/s": "LLM output tokens generated per second on this benchmark. Higher is better.",
+    "gen $": "Estimated generation cost per query in USD (token usage × model price). Lower is better.",
+    "$/q": "Total estimated cost per query in USD (retrieval + generation). Lower is better.",
+    "par": "Paraphrase robustness — MRR on paraphrased queries minus MRR on originals. Near zero is expected; large negative means fragile exact-match retrieval.",
+    "shift": "Held-out (domain-shifted) slice MRR — measures out-of-distribution generalization on an unseen query subset.",
+    "n": "Number of queries evaluated for this row.",
+    "verdict": "Whether the winning candidate is statistically distinct from the runner-up. 'winner clear' = winner's Wilson CI lower bound exceeds runner-up's upper bound; 'inconclusive' = confidence intervals overlap (within noise); 'no signal' = too few valid candidates; 'all disqualified' = every candidate failed a hard gate.",
+    "Pareto": "Pareto front — a pipeline not dominated by any other on (accuracy, latency, build-cost) simultaneously. Marked with ★.",
+    "DQ": "Disqualified — violated one of the profile's hard gates: DQ:latency (p50 over budget), DQ:cost (cost per query over ceiling), or DQ:accuracy (MRR or generation score below the floor).",
+    "pick": "The router's single recommended pipeline (model / retriever / reranker) for this client profile on this benchmark.",
+    "profile": "A client requirements file (not a model) declaring latency / cost / accuracy hard gates plus utility weights used to rank surviving candidates."
+  },
+  "provenance": {
+    "merged_from": [
+      "reports/weekly/2026-06-29/retrieval/raw/run.json",
+      "reports/weekly/2026-06-29/models/devstral-123b/raw/run.json",
+      "reports/weekly/2026-06-29/models/ministral-14b-reasoning/raw/run.json",
+      "reports/weekly/2026-06-29/models/magistral-small/raw/run.json",
+      "reports/weekly/2026-06-29/models/devstral-small-24b/raw/run.json",
+      "reports/weekly/2026-06-29/models/mistral-small-3.2-24b/raw/run.json",
+      "reports/weekly/2026-06-29/models/granite-4-30b/raw/run.json"
+    ],
+    "merged_at": "2026-06-29T15:28:40.311551+00:00",
+    "weekly": true
+  },
+  "n_candidates": 30,
+  "n_queries": 100
+}
\ No newline at end of file