Model comparison

MiniMax-M3 vs Mistral Medium 3.1

MiniMax-M3 is the stronger model overall, scoring 43.8 to 31.9 on the Noometry Index.

Last verified . 1 shared benchmarks.

MiniMax-M3 MiniMax

43.8

Rank #85 Confirmed

Mistral Medium 3.1 Mistral AI

31.9

Rank #266 Reported

Summary

  • They share 1 benchmark with published results for both. MiniMax-M3 scores higher in 2 categories and Mistral Medium 3.1 in 0 categories; 2 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where MiniMax-M3 leads 30.1 to 10.6.
  • The biggest single-benchmark swing is NYT Connections (extended): 65.1% for MiniMax-M3 and 6.5% for Mistral Medium 3.1.
  • MiniMax-M3 is cheaper at $0.30 / $1.20 per million input/output tokens, against $0.40 / $2 for Mistral Medium 3.1.
  • MiniMax-M3 accepts more context: 1M tokens versus 131K.
  • MiniMax-M3 has downloadable open weights; the other is API-only.

Side by side

MiniMax-M3 and Mistral Medium 3.1 specifications
MiniMax-M3Mistral Medium 3.1
ProviderMiniMaxMistral AI
Noometry Index43.831.9
Released2026-06-01—
WeightsOpenProprietary
Context window1M131K
Max output512K105K
Input $ / M tokens$0.30$0.40
Output $ / M tokens$1.20$2
Results tracked413

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Category by category

Coding Not comparable

MiniMax-M3: 41.8 (#118), Mistral Medium 3.1: —

Coding benchmarks
BenchmarkMiniMax-M3Mistral Medium 3.1
FrontierCode14.7%—
LMArena WebDev1482—
SciCode47.1%—
LMArena Coding1469—
ALE-Bench640.02—

Agentic & Tool Use Not comparable

MiniMax-M3: 22.6 (#130), Mistral Medium 3.1: —

Agentic & Tool Use benchmarks
BenchmarkMiniMax-M3Mistral Medium 3.1
APEX-Agents37.7%—
OSWorld 2.04.6%—
GBAEval0.9%—
Vending-Bench 22,158—

Reasoning MiniMax-M3 leads

MiniMax-M3: 30.1 (#87), Mistral Medium 3.1: 10.6 (#341)

Reasoning benchmarks
BenchmarkMiniMax-M3Mistral Medium 3.1
NYT Connections (extended)65.1%6.5%
SimpleBench45.8%—
CritPt3.7%—
Chess Puzzles14%—
Thematic Generalization—20.3%
LMArena Hard Prompts1447—
Mystery Game Puzzles8%—
DTBench78.9%—
LMCA33.7%—
Surface Evolver Bench55%—
Epoch Capabilities Index146.95—
ForecastBench61.4—

Math Not comparable

MiniMax-M3: 40.0 (#95), Mistral Medium 3.1: —

Math benchmarks
BenchmarkMiniMax-M3Mistral Medium 3.1
OTIS Mock AIME 2024-202571.1%—
ProofBench18%—
LMArena Math1429—

Knowledge Not comparable

MiniMax-M3: 58.4 (#35), Mistral Medium 3.1: —

Knowledge benchmarks
BenchmarkMiniMax-M3Mistral Medium 3.1
GPQA Diamond90.9%—
LMArena Expert1461—

Multimodal Not comparable

MiniMax-M3: 40.2 (#51), Mistral Medium 3.1: —

Multimodal benchmarks
BenchmarkMiniMax-M3Mistral Medium 3.1
LMArena Vision1253—
LMArena Document1435—

Multilingual Not comparable

MiniMax-M3: 53.0 (#75), Mistral Medium 3.1: —

Multilingual benchmarks
BenchmarkMiniMax-M3Mistral Medium 3.1
LMArena Non-English1420—
LMArena Chinese1463—
LMArena French1447—
LMArena German1426—
LMArena Japanese1381—
LMArena Korean1372—
LMArena Russian1428—
LMArena Spanish1432—

Instruction Following Not comparable

MiniMax-M3: 75.5 (#62), Mistral Medium 3.1: —

Instruction Following benchmarks
BenchmarkMiniMax-M3Mistral Medium 3.1
LMArena Instruction Following1433—

Long Context Not comparable

MiniMax-M3: 44.2 (#72), Mistral Medium 3.1: —

Long Context benchmarks
BenchmarkMiniMax-M3Mistral Medium 3.1
LMArena Longer Query1445—

Writing & Preference MiniMax-M3 leads

MiniMax-M3: 62.1 (#83), Mistral Medium 3.1: 55.5 (#145)

Writing & Preference benchmarks
BenchmarkMiniMax-M3Mistral Medium 3.1
LMArena Text1433—
LMArena Creative Writing1404—
EQ-Bench Creative Writing—1476
EQ-Bench 41150—
LMArena Multi-Turn1442—

Frequently asked questions

Is MiniMax-M3 better than Mistral Medium 3.1?

MiniMax-M3 is the stronger model overall, scoring 43.8 to 31.9 on the Noometry Index.

Which is cheaper, MiniMax-M3 or Mistral Medium 3.1?

MiniMax-M3 is cheaper. It lists at $0.30 per million input tokens and $1.20 per million output tokens; Mistral Medium 3.1 lists at $0.40 and $2.

Which has the bigger context window?

MiniMax-M3 does, with 1M tokens against 131K.

How many benchmarks do MiniMax-M3 and Mistral Medium 3.1 share?

1 benchmark has published results for both models. MiniMax-M3 has 41 scored results on Noometry and Mistral Medium 3.1 has 3.

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