JevBench

About JevBench

Compare AI decision models on accuracy, calibration, latency and cost. JevBench ranks open-weights decision models by the JevBench Capability Score.

Hi HN! I built JevBench because Jev kicks ass, and the world deserves to know how the serious open source and fake lookalike projects really perform in comparison.Jev-class models return bounded choices and probabilities instead of text, and are disruptively faster and cheaper than LLMs, while being similarly intelligent on the text input they operate on.JevBench allows looking at accuracy, latency and price all at once, in a weighted way - you can even configure the weighting.A full run asks 534 English decisions. The v1.3 score combines chance-corrected Intelligence, Calibration, Speed and Cost.Leaderboard right now: #1 - Jev 74.4 #2 - SemIf 73.1 #3 - djev 73.0 #4 - Winnow-12B Q8 71.2 #5…