Jev Alternatives: Decision Models with the Same Request Shape
These models accept the same request as Jev, a state plus typed questions, so they can replace it with little or no code change. Models are ranked by their Full score on the Jev Decision Index, a third-party board of 37 benchmarks with private held-out sets, until scores from our own Metatext Decision Benchmark are published.
Ranked list
No models match this ranking yet. The data is being populated and this page will fill in automatically.
Scores, calibration (ECE) and latency from the Jev Decision Index; cost per 1,000 decisions at 200 input tokens each. Updated daily.
More decision-model rankings
Frequently asked questions
What is the best alternative to Jev?
Jev-compatible models are being loaded; this ranking fills in once they are.
What does Jev-compatible mean?
The model accepts a state and a list of typed questions (choice, score, yes or no) and returns a probability for each allowed answer, the request shape Jev introduced.