Best Decision models for probability consistency
A leaderboard of the best Decision models for probability consistency. JevAny-Gemma-4B (pointer) (JevBench mini) is #1 right now, followed by Open-Jev-9B (JevBench mini) and JevAny-Qwen-4B (pointer) (JevBench mini). JevBench mini probability-law pass rates. These measure coherence, not correctness; see the separate accuracy measurement on model pages. Filter by your computer or budget to find the best one you can use.
Compare tested decision models and inference recipes across text, vision and workflow tasks. Use task filters and raw results: probability consistency measures coherence, not correctness.
Filter by task
Scores use reviewed consistency evaluations only. Compare scores within this task. Models without task measurements are excluded.
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| # | model | task score↓ | where↓ | RAM↓ | speed↓ | sources |
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24 of 24 catalogue models listed here · sources and licences
* new or thinly tested: ranked on too few benchmark results · † no independently run results verified · ~RAM is estimated; full context may need more memory