Model comparison

Laguna M.1 vs Mistral Medium 3.1

Laguna M.1 and Mistral Medium 3.1 score almost the same on the Noometry Index (31.9 vs 31.5), so choose on price, context window or the category you care about most.

Last verified . 0 shared benchmarks.

Laguna M.1 Poolside

31.9

Rank #252 Reported

Mistral Medium 3.1 Mistral AI

31.5

Rank #260 Reported

Summary

  • The widest gap is in reasoning, where Laguna M.1 leads 21.9 to 10.1.
  • Laguna M.1 accepts more context: 262K tokens versus 131K.
  • Laguna M.1 has downloadable open weights; the other is API-only.

Side by side

Laguna M.1 and Mistral Medium 3.1 specifications
Laguna M.1Mistral Medium 3.1
ProviderPoolsideMistral AI
Noometry Index31.931.5
Released2026-04-28—
WeightsOpenProprietary
Context window262K131K
Max output33K105K
Input $ / M tokens—$0.40
Output $ / M tokens—$2
Results tracked33

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Category by category

Coding Not comparable

Laguna M.1: 36.4 (#195), Mistral Medium 3.1: —

Coding benchmarks
BenchmarkLaguna M.1Mistral Medium 3.1
LMArena WebDev1348—

Reasoning Laguna M.1 leads

Laguna M.1: 21.9 (#187), Mistral Medium 3.1: 10.1 (#336)

Reasoning benchmarks
BenchmarkLaguna M.1Mistral Medium 3.1
NYT Connections (extended)—6.5%
Thematic Generalization—20.3%
Surface Evolver Bench15.6%—

Math Not comparable

Laguna M.1: 20.3 (#276), Mistral Medium 3.1: —

Math benchmarks
BenchmarkLaguna M.1Mistral Medium 3.1
ProofBench0%—

Writing & Preference Not comparable

Laguna M.1: —, Mistral Medium 3.1: 55.6 (#140)

Writing & Preference benchmarks
BenchmarkLaguna M.1Mistral Medium 3.1
EQ-Bench Creative Writing—1476

Frequently asked questions

Is Laguna M.1 better than Mistral Medium 3.1?

Laguna M.1 and Mistral Medium 3.1 score almost the same on the Noometry Index (31.9 vs 31.5), so choose on price, context window or the category you care about most.

Which has the bigger context window?

Laguna M.1 does, with 262K tokens against 131K.

How many benchmarks do Laguna M.1 and Mistral Medium 3.1 share?

0 benchmarks have published results for both models. Laguna M.1 has 3 scored results on Noometry and Mistral Medium 3.1 has 3.

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