Decision models that return typed answers with calibrated probabilities, ranked by JevBench, Decision Index, Decision Bench, and more.
Benchmark data last synced Nov 11, 2026
Benchmark data sourced from: Hugging Face, Arena.ai, Artificial Analysis.
| Primitives | Compare | ||||||
|---|---|---|---|---|---|---|---|
BB66.4 | Kakao | 61 | ChoiceNoulScore | 40 ms | 3.67B | 2.7 GB | |
BB65.2 | 59 | ChoiceNoulScore | — | 2.27B | 1.9 GB | ||
BB64.3 | 68 | ChoiceNoulScore | — | 4.66B | 5.6 GB | ||
BB63.2 | 54 | ChoiceNoulScore | — | 0.87B | 1.5 GB | ||
BB60.5 | Liquid AI | 51 | ChoiceScoreNoulExtraction | 5.7 ms | 1.92B | 3.6 GB | |
BB60.4 | 70 | ChoiceNoulScore | — | 9.65B | 11.2 GB | ||
BB58.8 | decider-4b v2Trending Mapika | 53 | ChoiceScoreNoul | 18 ms | 4.2B | 4.0 GB | |
BB58.7 | Perplexity | 68 | ChoiceScoreNoul | — | 26.09B | 16.5 GB | |
| Ad | |||||||
BB58.7 | vLLM Semantic Router | 42 | ChoiceScoreNoul | 13.4 ms | 2.21B | 1.9 GB | |
BB57.8 | Clef-flashTrending Cloudflare | 56 | ChoiceScoreNoul | 38.8 ms | 9.41B | 7.8 GB | |
BB57.4 | GLiDE 27BNew Fastino | 72 | ChoiceScoreNoul | 112 ms | 26.09B | 29.3 GB | |
BB56.6 | PelaAI | 70 | ChoiceScoreNoul | — | 31.27B | 19.7 GB | |
BB56.5 | Bespoke Labs | 73 | ChoiceScoreNoul | — | 27.36B | 17.3 GB | |
BB56.4 | d1-Omni-2BNew Liquid AI | 49 | ChoiceScoreNoulExtraction | 5.8 ms | 2.17B | 4.0 GB | |
BB56.4 | Amazon Web Services | 0 | ChoiceScoreNoul | — | 2B | 1.7 GB | |

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