Codestral-22B-v0.1: benchmark results

Mistral's 22B code-generation model (May 2024) covering 80+ programming languages with fill-in-the-middle, under the non-production MNPL license. Provider: Mistral. Released 2024-05-29. Access: Open.

Aggregate Rating 1465 ± 19, rank #911 of 1656 rated models, from 37 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
Open Portuguese LLM - FaQuAD NLI83.28Macro F1 (%)96.6
McEval50.5AVG (%)81
RoundTripCodeEval - Run-Length Encoding30.68Mean of exact match, edit similarity and pass@5 (%) over the78.6
EvalPlus (HumanEval+ & MBPP+)67.8Pass@1 avg (%)75.8
RoundTripCodeEval - LZW7.77Mean of exact match, edit similarity and pass@5 (%) over the71.4
Open LLM Leaderboard - IFEval57.72Score69.7
XRepoTest - PHP - Line Coverage23.01Focal line coverage (%; of all focal functions)69.2
Open Portuguese LLM - ASSIN2 RTE91.26Macro F1 (%)65.7
BigCodeBench41.8Pass@1 (%)64.8
Open Portuguese LLM - OAB Exams45.83Accuracy (%)62.4
Open Portuguese LLM - BLUEX54.8Accuracy (%)61.4
Open LLM Leaderboard - MuSR41.87Score59.2

Interactive version: theaggregate.ai/model?slug=codestral-22b-v0-1 · How It Works · Data refreshed daily, snapshot 2026-10-20.