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jev-bench (Jevify) Leaderboard

decision-self-reported4 models · Updated October 2026

On the jev-bench (Jevify) benchmark, pplx-decider-v1-27b ranks #1 with a score of 0.7. The full ranking, with cost per million tokens, is below.

#ModelScoreECEp50 latencyInput / 1M
1pplx-decider-v1-27bPerplexity0.7———
2JevTypeSafe AI0.7——$0.04
3Tev1-4B-experimentalTogether0.7——$0.04
4CLM-v0.1-8BContrastive-LM0.3———

Frequently asked questions

What is the jev-bench (Jevify) benchmark?

jev-bench (Jevify) is a decision-self-reported used to evaluate and rank large language models. This page lists 4 models by their jev-bench (Jevify) score.

Which model is best on jev-bench (Jevify)?

pplx-decider-v1-27b (Perplexity) currently leads the jev-bench (Jevify) leaderboard with a score of 0.7.

What is the best value model on jev-bench (Jevify)?

Pricing data is being matched to these models.

Pricing is indicative — confirm with the provider before production use. Updated October 2026.