Model comparison

Mistral Large vs Step 5 Preview

Step 5 Preview is the stronger model overall, scoring 43.8 to 31.6 on the Noometry Index.

Last verified . 2 shared benchmarks.

Mistral Large Mistral AI

31.6

Rank #258 Confirmed

Step 5 Preview StepFun

43.8

Rank #78 Reported

Summary

  • They share 2 benchmarks with published results for both. Mistral Large scores higher in 0 categories and Step 5 Preview in 2 categories; 2 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where Step 5 Preview leads 38.0 to 15.4.
  • The biggest single-benchmark swing is SciCode: 36.2% for Mistral Large and 58.9% for Step 5 Preview.
  • Step 5 Preview is cheaper at $1 / $2.70 per million input/output tokens, against $2 / $6 for Mistral Large.
  • Step 5 Preview accepts more context: 1.02M tokens versus 131K.
  • Mistral Large has downloadable open weights; the other is API-only.

Side by side

Mistral Large and Step 5 Preview specifications
Mistral LargeStep 5 Preview
ProviderMistral AIStepFun
Noometry Index31.643.8
Released2024-02-262026-09-16
WeightsOpenProprietary
Context window131K1.02M
Max output16K66K
Input $ / M tokens$2$1
Output $ / M tokens$6$2.70
Results tracked513

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Category by category

Coding Step 5 Preview leads

Mistral Large: 33.8 (#240), Step 5 Preview: 50.6 (#40)

Coding benchmarks
BenchmarkMistral LargeStep 5 Preview
SciCode36.2%58.9%
LMArena WebDev—1569
BigCodeBench Instruct30%—
LiveBench Coding47.1%—
LMArena Coding1277—
BigCodeBench Complete38.3%—
ALE-Bench264.7—
HumanEval+62.2%—
MBPP+59.5%—

Agentic & Tool Use Not comparable

Mistral Large: 28.4 (#83), Step 5 Preview: —

Agentic & Tool Use benchmarks
BenchmarkMistral LargeStep 5 Preview
Berkeley Function Calling Leaderboard38.4%—

Reasoning Step 5 Preview leads

Mistral Large: 15.4 (#305), Step 5 Preview: 38.0 (#58)

Reasoning benchmarks
BenchmarkMistral LargeStep 5 Preview
CritPt0%20.9%
SimpleBench22.5%—
LiveBench Reasoning43.5%—
LMArena Hard Prompts1257—
DTBench65.1%—
LiveBench Data Analysis50.1%—
LMCA16.7%—
Epoch Capabilities Index128.52—
ForecastBench57.1—
LiveBench48.4%—

Math Not comparable

Mistral Large: 17.1 (#285), Step 5 Preview: —

Math benchmarks
BenchmarkMistral LargeStep 5 Preview
OTIS Mock AIME 2024-20258.5%—
Omni-MATH28.1%—
LiveBench Math42.5%—
LMArena Math1262—
MATH Level 550.3%—
FrontierMath (Feb 2025 set)0.3%—

Knowledge Not comparable

Mistral Large: 30.0 (#224), Step 5 Preview: —

Knowledge benchmarks
BenchmarkMistral LargeStep 5 Preview
GPQA Diamond51.3%—
MMLU-Pro59.9%—
Confabulations21.4%—
Vectara Hallucination Rate4.5%—
GPQA (HELM)43.5%—
LMArena Expert1232—
MMLU80%—

Multilingual Not comparable

Mistral Large: 40.1 (#214), Step 5 Preview: —

Multilingual benchmarks
BenchmarkMistral LargeStep 5 Preview
LMArena Non-English1237—
LMArena Chinese1240—
LMArena French1324—
LMArena German1254—
LMArena Japanese1187—
LMArena Korean1202—
LMArena Russian1257—
LMArena Spanish1268—

Instruction Following Not comparable

Mistral Large: 68.1 (#186), Step 5 Preview: —

Instruction Following benchmarks
BenchmarkMistral LargeStep 5 Preview
LiveBench Instruction Following67.9%—
IFEval87.7%—
LMArena Instruction Following1249—

Long Context Not comparable

Mistral Large: 38.3 (#194), Step 5 Preview: —

Long Context benchmarks
BenchmarkMistral LargeStep 5 Preview
LMArena Longer Query1262—

Writing & Preference Not comparable

Mistral Large: 40.9 (#237), Step 5 Preview: —

Writing & Preference benchmarks
BenchmarkMistral LargeStep 5 Preview
LMArena Text1266—
LMArena Creative Writing1243—
Short-Story Creative Writing69%—
EQ-Bench Creative Writing985—
WildBench80.1%—
LMArena Multi-Turn1260—
LiveBench Language39.4%—

Frequently asked questions

Is Mistral Large better than Step 5 Preview?

Step 5 Preview is the stronger model overall, scoring 43.8 to 31.6 on the Noometry Index.

Which is cheaper, Mistral Large or Step 5 Preview?

Step 5 Preview is cheaper. It lists at $1 per million input tokens and $2.70 per million output tokens; Mistral Large lists at $2 and $6.

Is Mistral Large or Step 5 Preview better for coding?

Step 5 Preview scores higher on coding benchmarks: 50.6 versus 33.8 in the Noometry coding category.

Which has the bigger context window?

Step 5 Preview does, with 1.02M tokens against 131K.

How many benchmarks do Mistral Large and Step 5 Preview share?

2 benchmarks have published results for both models. Mistral Large has 51 scored results on Noometry and Step 5 Preview has 3.

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