Model comparison

Claude Haiku 4.5 vs Mistral Small 3.1

Claude Haiku 4.5 is the stronger model overall, scoring 39.5 to 31.7 on the Noometry Index. Mistral Small 3.1 costs 5.0× less per token, which makes it the better buy when Claude Haiku 4.5's lead doesn't matter for your workload.

Last verified . 26 shared benchmarks.

Claude Haiku 4.5 Anthropic

39.5

Rank #165 Confirmed

Mistral Small 3.1 Mistral AI

31.7

Rank #269 Confirmed

Summary

  • They share 26 benchmarks with published results for both. Claude Haiku 4.5 scores higher in 7 categories and Mistral Small 3.1 in 2 categories; 9 gaps are clear of the uncertainty.
  • The widest gap is in math, where Claude Haiku 4.5 leads 44.9 to 14.7.
  • The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 66.7% for Claude Haiku 4.5 and 3.9% for Mistral Small 3.1.
  • Mistral Small 3.1 is cheaper at $0.35 / $0.56 per million input/output tokens, against $1 / $5 for Claude Haiku 4.5.
  • Claude Haiku 4.5 accepts more context: 200K tokens versus 128K.
  • Mistral Small 3.1 has downloadable open weights; the other is API-only.

Side by side

Claude Haiku 4.5 and Mistral Small 3.1 specifications
Claude Haiku 4.5Mistral Small 3.1
ProviderAnthropicMistral AI
Noometry Index39.531.7
Released2025-10-152025-03-17
WeightsProprietaryOpen
Context window200K128K
Max output64K102K
Input $ / M tokens$1$0.35
Output $ / M tokens$5$0.56
Results tracked5328

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Category by category

Coding Claude Haiku 4.5 leads

Claude Haiku 4.5: 44.0 (#78), Mistral Small 3.1: 38.3 (#179)

Coding benchmarks
BenchmarkClaude Haiku 4.5Mistral Small 3.1
LMArena Coding14531309
SWE-bench Verified (bash only)66.6%—
LMArena WebDev1330—
SWE-bench Multilingual64.7%—
SciCode43.3%—
WeirdML45.4%—
ALE-Bench653.48—

Agentic & Tool Use Not comparable

Claude Haiku 4.5: 33.6 (#52), Mistral Small 3.1: —

Agentic & Tool Use benchmarks
BenchmarkClaude Haiku 4.5Mistral Small 3.1
Terminal-Bench35.5%—
Berkeley Function Calling Leaderboard68.7%—
DeepResearch Bench45.5%—
BALROG31.2%—
ExploitBench13.7%—
Vending-Bench 2458.89—

Reasoning Mistral Small 3.1 leads

Claude Haiku 4.5: 15.1 (#320), Mistral Small 3.1: 19.7 (#254)

Reasoning benchmarks
BenchmarkClaude Haiku 4.5Mistral Small 3.1
Chess Puzzles8%1%
LMArena Hard Prompts14201278
Epoch Capabilities Index142.41127.48
ARC-AGI-24%—
NYT Connections (extended)14.3%—
ARC-AGI-147.7%—
CritPt0%—
DTBench73.6%—
LMCA30.9%—
ForecastBench61.4—

Math Claude Haiku 4.5 leads

Claude Haiku 4.5: 44.9 (#78), Mistral Small 3.1: 14.7 (#301)

Math benchmarks
BenchmarkClaude Haiku 4.5Mistral Small 3.1
OTIS Mock AIME 2024-202566.7%3.9%
Omni-MATH56.1%24.8%
LMArena Math13961262
MATH Level 596.4%—
FrontierMath (Feb 2025 set)5.9%—
FrontierMath Tier 4 (v1)2.1%—

Knowledge Claude Haiku 4.5 leads

Claude Haiku 4.5: 37.7 (#153), Mistral Small 3.1: 22.6 (#271)

Knowledge benchmarks
BenchmarkClaude Haiku 4.5Mistral Small 3.1
GPQA Diamond71.2%41.9%
MMLU-Pro77.7%61%
GPQA (HELM)60.5%39.2%
LMArena Expert14421257
SimpleQA Verified13.2%—
Vectara Hallucination Rate9.8%—

Multimodal Mistral Small 3.1 leads

Claude Haiku 4.5: 26.8 (#118), Mistral Small 3.1: 33.2 (#99)

Multimodal benchmarks
BenchmarkClaude Haiku 4.5Mistral Small 3.1
LMArena Vision—1136
Blueprint-Bench 20%—
LMArena Document1420—

Multilingual Claude Haiku 4.5 leads

Claude Haiku 4.5: 49.9 (#129), Mistral Small 3.1: 41.2 (#209)

Multilingual benchmarks
BenchmarkClaude Haiku 4.5Mistral Small 3.1
LMArena Non-English13771255
LMArena Chinese14171253
LMArena French14081273
LMArena German13751266
LMArena Japanese13391208
LMArena Korean13471206
LMArena Russian13811263
LMArena Spanish14201283

Instruction Following Claude Haiku 4.5 leads

Claude Haiku 4.5: 71.4 (#149), Mistral Small 3.1: 63.6 (#230)

Instruction Following benchmarks
BenchmarkClaude Haiku 4.5Mistral Small 3.1
IFEval80.1%75%
LMArena Instruction Following14141264

Long Context Claude Haiku 4.5 leads

Claude Haiku 4.5: 43.6 (#92), Mistral Small 3.1: 39.5 (#178)

Long Context benchmarks
BenchmarkClaude Haiku 4.5Mistral Small 3.1
LMArena Longer Query14271299

Writing & Preference Claude Haiku 4.5 leads

Claude Haiku 4.5: 57.9 (#123), Mistral Small 3.1: 37.0 (#259)

Writing & Preference benchmarks
BenchmarkClaude Haiku 4.5Mistral Small 3.1
LMArena Text13961277
LMArena Creative Writing13721253
WildBench83.9%78.8%
LMArena Multi-Turn14091270
EQ-Bench Creative Writing—761
EQ-Bench 41064—

Frequently asked questions

Is Claude Haiku 4.5 better than Mistral Small 3.1?

Claude Haiku 4.5 is the stronger model overall, scoring 39.5 to 31.7 on the Noometry Index. Mistral Small 3.1 costs 5.0× less per token, which makes it the better buy when Claude Haiku 4.5's lead doesn't matter for your workload.

Which is cheaper, Claude Haiku 4.5 or Mistral Small 3.1?

Mistral Small 3.1 is cheaper. It lists at $0.35 per million input tokens and $0.56 per million output tokens; Claude Haiku 4.5 lists at $1 and $5.

Is Claude Haiku 4.5 or Mistral Small 3.1 better for coding?

Claude Haiku 4.5 scores higher on coding benchmarks: 44.0 versus 38.3 in the Noometry coding category.

Which has the bigger context window?

Claude Haiku 4.5 does, with 200K tokens against 128K.

How many benchmarks do Claude Haiku 4.5 and Mistral Small 3.1 share?

26 benchmarks have published results for both models. Claude Haiku 4.5 has 53 scored results on Noometry and Mistral Small 3.1 has 28.

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