{
 "schema": 1,
 "suite": "public-benchmark",
 "date": "2026-09-30",
 "machine": "rtx-5090",
 "device": "cuda",
 "servers": {
  "ollaya": "0.8.0 (pre-release build of the runtime that shipped as 0.8.0)",
  "ollama": "0.35.0"
 },
 "protocol": {
  "benchmark": "Bespoke Labs' public decision benchmark: 13 subsets of 11 human-labeled public datasets, 3,880 questions",
  "source": "https://github.com/bespokelabsai/nimble/blob/main/docs/PUBLIC_BENCHMARKS.md",
  "runner": "Bespoke's own evaluate_public_jev, through convert/ollaya_convert/bench_public.py",
  "client": "one request (one question) at a time over HTTP to /v1/systemone, timed by the client",
  "accuracy": "macro: the mean of the 13 subsets; a rejected request counts as wrong",
  "ece": "ten-bin expected calibration error of the top probability; pooled over all 3,880 questions"
 },
 "note": "Ollama's Nimble run is the rerun on an idle machine (same numbers as the first run within 1 ms). Ollama runs Nimble and Tev1 from its own registry (Q8_0 GGUF on llama.cpp).",
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    "civil_comments": {
     "n": 300,
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    "aegis2": {
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    },
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    },
    "summeval-consistency": {
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    "pubmedqa": {
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    }
   }
  }
 ]
}
