Model comparison

Codellama 70b Instruct vs Mistral Small 3.1

Codellama 70b Instruct is the stronger model overall, scoring 33.7 to 31.7 on the Noometry Index.

Last verified . 4 shared benchmarks.

Codellama 70b Instruct Meta

33.7

Rank #237 Confirmed

Mistral Small 3.1 Mistral AI

31.7

Rank #269 Confirmed

Summary

  • They share 4 benchmarks with published results for both. Codellama 70b Instruct scores higher in 1 category and Mistral Small 3.1 in 4 categories; 3 gaps are clear of the uncertainty.
  • The widest gap is in multilingual, where Mistral Small 3.1 leads 41.2 to 24.8.

Side by side

Codellama 70b Instruct and Mistral Small 3.1 specifications
Codellama 70b InstructMistral Small 3.1
ProviderMetaMistral AI
Noometry Index33.731.7
Released—2025-03-17
WeightsOpenOpen
Context window—128K
Max output—102K
Input $ / M tokens—$0.35
Output $ / M tokens—$0.56
Results tracked728

Sponsored placements are available on pages like this one. Advertise on Noometry

Category by category

Coding Too close to call

Codellama 70b Instruct: 37.6 (#193), Mistral Small 3.1: 38.3 (#179)

Coding benchmarks
BenchmarkCodellama 70b InstructMistral Small 3.1
BigCodeBench Instruct40.7%—
LMArena Coding—1309
BigCodeBench Complete49.6%—
HumanEval+65.9%—

Reasoning Too close to call

Codellama 70b Instruct: 20.1 (#242), Mistral Small 3.1: 19.7 (#254)

Reasoning benchmarks
BenchmarkCodellama 70b InstructMistral Small 3.1
LMArena Hard Prompts10521278
Chess Puzzles—1%
Epoch Capabilities Index—127.48

Math Not comparable

Codellama 70b Instruct: —, Mistral Small 3.1: 14.7 (#301)

Math benchmarks
BenchmarkCodellama 70b InstructMistral Small 3.1
OTIS Mock AIME 2024-2025—3.9%
Omni-MATH—24.8%
LMArena Math—1262

Knowledge Not comparable

Codellama 70b Instruct: —, Mistral Small 3.1: 22.6 (#271)

Knowledge benchmarks
BenchmarkCodellama 70b InstructMistral Small 3.1
GPQA Diamond—41.9%
MMLU-Pro—61%
GPQA (HELM)—39.2%
LMArena Expert—1257

Multimodal Not comparable

Codellama 70b Instruct: —, Mistral Small 3.1: 33.2 (#99)

Multimodal benchmarks
BenchmarkCodellama 70b InstructMistral Small 3.1
LMArena Vision—1136

Multilingual Mistral Small 3.1 leads

Codellama 70b Instruct: 24.8 (#288), Mistral Small 3.1: 41.2 (#209)

Multilingual benchmarks
BenchmarkCodellama 70b InstructMistral Small 3.1
LMArena Non-English9921255
LMArena Chinese—1253
LMArena French—1273
LMArena German—1266
LMArena Japanese—1208
LMArena Korean—1206
LMArena Russian—1263
LMArena Spanish—1283

Instruction Following Mistral Small 3.1 leads

Codellama 70b Instruct: 51.9 (#293), Mistral Small 3.1: 63.6 (#230)

Instruction Following benchmarks
BenchmarkCodellama 70b InstructMistral Small 3.1
LMArena Instruction Following10241264
IFEval—75%

Long Context Not comparable

Codellama 70b Instruct: —, Mistral Small 3.1: 39.5 (#178)

Long Context benchmarks
BenchmarkCodellama 70b InstructMistral Small 3.1
LMArena Longer Query—1299

Writing & Preference Mistral Small 3.1 leads

Codellama 70b Instruct: 33.4 (#277), Mistral Small 3.1: 37.0 (#259)

Writing & Preference benchmarks
BenchmarkCodellama 70b InstructMistral Small 3.1
LMArena Text10571277
LMArena Creative Writing—1253
EQ-Bench Creative Writing—761
WildBench—78.8%
LMArena Multi-Turn—1270

Frequently asked questions

Is Codellama 70b Instruct better than Mistral Small 3.1?

Codellama 70b Instruct is the stronger model overall, scoring 33.7 to 31.7 on the Noometry Index.

Is Codellama 70b Instruct or Mistral Small 3.1 better for coding?

They score almost the same on coding (37.6 vs 38.3); test both on your own repository before choosing.

How many benchmarks do Codellama 70b Instruct and Mistral Small 3.1 share?

4 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and Mistral Small 3.1 has 28.

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