Best Mistral Models in 2026
As of September 10, 2026, the top model in best mistral models on the BenchLM leaderboard is Ministral 3 14B (Reasoning) with a score of 47.2.
Bottom line: Mistral Large 3 is the only competitive model in the lineup — strongest on multimodal (67) but trailing the frontier. Mistral is Europe's leading AI lab.
About this ranking
Last verified: September 10, 2026
All Mistral AI models ranked by benchmark performance — Mistral Large, Mixtral, and more.
Unless noted otherwise, ranking surfaces on this page use BenchLM’s provisional leaderboard lane rather than the stricter sourced-only verified leaderboard.
Ministral 3 14B (Reasoning) leads this ranking with a score of 47.2, followed by Mistral Large 3 (45.6) and Mistral Small 4 (43). There is meaningful separation between the top models, suggesting genuine performance differences.
The best open-weight option is Ministral 3 14B (Reasoning) (ranked #1 with a score of 47.2). Open-weight models are highly competitive in this category — self-hosting is a viable alternative to proprietary APIs.
This ranking uses provisional overall weighted scores from the active scoring formula. For detailed model profiles, click any model name below. To compare two specific models head-to-head, use the "vs #" links.
What changed
Mistral Large 3 leads Mistral's lineup — strongest on multimodal (67) and math (65).
Mistral Large 2 previous generation, now significantly behind Large 3.
Full Rankings (15 models)
Key Takeaways
The top model is Ministral 3 14B (Reasoning) by Mistral with a BenchAlign v5 score of 47.2 and Estimated evidence.
The best open-weight model is Ministral 3 14B (Reasoning) at position #1.
15 models are included in this ranking.
Score in Context
What these scores mean
Models are ranked by the same overall BenchLM score used across all leaderboards. Comparing within Mistral's lineup helps identify which model fits your use case and budget.
Known limitations
This page only shows Mistral models. Cross-provider comparison requires the overall or category-specific leaderboards. Newer models may have limited benchmark coverage initially.
Explore More
Know when it’s worth switching models
The model to choose, the cheaper alternative, and the release we would wait on.
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