Model comparison

Mistral Small 3.1 vs Step 2 16k Exp 202412

Step 2 16k Exp 202412 is the stronger model overall, scoring 39.2 to 31.7 on the Noometry Index.

Last verified . 12 shared benchmarks.

Mistral Small 3.1 Mistral AI

31.7

Rank #269 Confirmed

Step 2 16k Exp 202412 StepFun

39.2

Rank #171 Confirmed

Summary

  • They share 12 benchmarks with published results for both. Mistral Small 3.1 scores higher in 0 categories and Step 2 16k Exp 202412 in 8 categories; 6 gaps are clear of the uncertainty.
  • The widest gap is in math, where Step 2 16k Exp 202412 leads 36.3 to 14.7.
  • Mistral Small 3.1 has downloadable open weights; the other is API-only.

Side by side

Mistral Small 3.1 and Step 2 16k Exp 202412 specifications
Mistral Small 3.1Step 2 16k Exp 202412
ProviderMistral AIStepFun
Noometry Index31.739.2
Released2025-03-17—
WeightsOpenProprietary
Context window128K—
Max output102K—
Input $ / M tokens$0.35—
Output $ / M tokens$0.56—
Results tracked2812

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Category by category

Coding Too close to call

Mistral Small 3.1: 38.3 (#179), Step 2 16k Exp 202412: 38.5 (#174)

Coding benchmarks
BenchmarkMistral Small 3.1Step 2 16k Exp 202412
LMArena Coding13091316

Reasoning Step 2 16k Exp 202412 leads

Mistral Small 3.1: 19.7 (#254), Step 2 16k Exp 202412: 25.9 (#142)

Reasoning benchmarks
BenchmarkMistral Small 3.1Step 2 16k Exp 202412
LMArena Hard Prompts12781299
Chess Puzzles1%—
Epoch Capabilities Index127.48—

Math Step 2 16k Exp 202412 leads

Mistral Small 3.1: 14.7 (#301), Step 2 16k Exp 202412: 36.3 (#169)

Math benchmarks
BenchmarkMistral Small 3.1Step 2 16k Exp 202412
LMArena Math12621304
OTIS Mock AIME 2024-20253.9%—
Omni-MATH24.8%—

Knowledge Step 2 16k Exp 202412 leads

Mistral Small 3.1: 22.6 (#271), Step 2 16k Exp 202412: 35.2 (#187)

Knowledge benchmarks
BenchmarkMistral Small 3.1Step 2 16k Exp 202412
LMArena Expert12571279
GPQA Diamond41.9%—
MMLU-Pro61%—
GPQA (HELM)39.2%—

Multimodal Not comparable

Mistral Small 3.1: 33.2 (#99), Step 2 16k Exp 202412: —

Multimodal benchmarks
BenchmarkMistral Small 3.1Step 2 16k Exp 202412
LMArena Vision1136—

Multilingual Step 2 16k Exp 202412 leads

Mistral Small 3.1: 41.2 (#209), Step 2 16k Exp 202412: 43.7 (#181)

Multilingual benchmarks
BenchmarkMistral Small 3.1Step 2 16k Exp 202412
LMArena Non-English12551290
LMArena Chinese12531331
LMArena Russian12631324
LMArena French1273—
LMArena German1266—
LMArena Japanese1208—
LMArena Korean1206—
LMArena Spanish1283—

Instruction Following Step 2 16k Exp 202412 leads

Mistral Small 3.1: 63.6 (#230), Step 2 16k Exp 202412: 67.9 (#192)

Instruction Following benchmarks
BenchmarkMistral Small 3.1Step 2 16k Exp 202412
LMArena Instruction Following12641287
IFEval75%—

Long Context Too close to call

Mistral Small 3.1: 39.5 (#178), Step 2 16k Exp 202412: 39.7 (#170)

Long Context benchmarks
BenchmarkMistral Small 3.1Step 2 16k Exp 202412
LMArena Longer Query12991307

Writing & Preference Step 2 16k Exp 202412 leads

Mistral Small 3.1: 37.0 (#259), Step 2 16k Exp 202412: 52.3 (#173)

Writing & Preference benchmarks
BenchmarkMistral Small 3.1Step 2 16k Exp 202412
LMArena Text12771321
LMArena Creative Writing12531328
LMArena Multi-Turn12701292
EQ-Bench Creative Writing761—
WildBench78.8%—

Frequently asked questions

Is Mistral Small 3.1 better than Step 2 16k Exp 202412?

Step 2 16k Exp 202412 is the stronger model overall, scoring 39.2 to 31.7 on the Noometry Index.

Is Mistral Small 3.1 or Step 2 16k Exp 202412 better for coding?

They score almost the same on coding (38.3 vs 38.5); test both on your own repository before choosing.

How many benchmarks do Mistral Small 3.1 and Step 2 16k Exp 202412 share?

12 benchmarks have published results for both models. Mistral Small 3.1 has 28 scored results on Noometry and Step 2 16k Exp 202412 has 12.

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