CalibratedDecisions.

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jevals-data

Independent benchmark data for TypeSafe's Jev (System One model) vs LLMs: accuracy, calibration, cost.

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From the repository

Independent benchmark data for TypeSafe's Jev (System One model) vs LLMs: accuracy, calibration, cost. Boards + per-decision logs, CC-BY-4.0

benchmarkcalibrationdatasetjevleaderboardllm-evaluationsystem-onesystem-one-modelstypesafetypesafe-ai

How builders describe it

Independent benchmark data for TypeSafe's Jev (System One model) vs LLMs: accuracy, calibration, cost. Boards + per-decision logs, CC-BY-4.0.
Ground-truth benchmark data for Jev and six LLMs answering the same typed questions on PubMedQA, Banking77 and HelpSteer2, published as a board plus per-decision JSONL logs so every number can be recomputed.

The decision Jev makes

Benchmark questions with known answers, to check accuracy and confidence.

Where it fits

Head-to-head tests, calibration studies and independent research into how well Jev decides, how fast, and at what cost. All 682 benchmarks & research projects →

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