Model comparison

Codellama 34b Instruct vs Mistral Small

Mistral Small is the stronger model overall, scoring 33.4 to 30.8 on the Noometry Index.

Last verified . 12 shared benchmarks.

Codellama 34b Instruct Meta

30.8

Rank #287 Confirmed

Mistral Small Mistral AI

33.4

Rank #243 Confirmed

Summary

  • They share 12 benchmarks with published results for both. Codellama 34b Instruct scores higher in 1 category and Mistral Small in 6 categories; 6 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where Mistral Small leads 52.5 to 28.2.
  • The biggest single-benchmark swing is BigCodeBench Complete: 37.1% for Codellama 34b Instruct and 46.6% for Mistral Small.

Side by side

Codellama 34b Instruct and Mistral Small specifications
Codellama 34b InstructMistral Small
ProviderMetaMistral AI
Noometry Index30.833.4
Released—2024-02-26
WeightsOpenOpen
Context window—262K
Max output—256K
Input $ / M tokens—$0.15
Output $ / M tokens—$0.60
Results tracked1439

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Category by category

Coding Mistral Small leads

Codellama 34b Instruct: 28.5 (#314), Mistral Small: 34.0 (#247)

Coding benchmarks
BenchmarkCodellama 34b InstructMistral Small
BigCodeBench Instruct29%36.1%
LMArena Coding10461362
BigCodeBench Complete37.1%46.6%
SciCode—26.5%
LiveBench Coding—36.2%
ALE-Bench—497.62
HumanEval+43.9%—
MBPP+56.3%—

Agentic & Tool Use Not comparable

Codellama 34b Instruct: —, Mistral Small: 28.1 (#93)

Agentic & Tool Use benchmarks
BenchmarkCodellama 34b InstructMistral Small
Berkeley Function Calling Leaderboard—37.1%

Reasoning Too close to call

Codellama 34b Instruct: 19.6 (#255), Mistral Small: 19.8 (#250)

Reasoning benchmarks
BenchmarkCodellama 34b InstructMistral Small
LMArena Hard Prompts10321335
Kagi LLM Benchmark—37.8%
CritPt—0%
LiveBench Reasoning—44.8%
DTBench—70.9%
LiveBench Data Analysis—53.7%
LMCA—20.6%
LiveBench—44%

Math Codellama 34b Instruct leads

Codellama 34b Instruct: 31.0 (#230), Mistral Small: 16.4 (#293)

Math benchmarks
BenchmarkCodellama 34b InstructMistral Small
LMArena Math10561341
OTIS Mock AIME 2024-2025—5.8%
LiveBench Math—39.9%
MATH Level 5—46.8%

Knowledge Not comparable

Codellama 34b Instruct: —, Mistral Small: 31.0 (#222)

Knowledge benchmarks
BenchmarkCodellama 34b InstructMistral Small
GPQA Diamond—47.5%
Vectara Hallucination Rate—5.1%
LMArena Expert—1291
MMLU—68.7%

Multimodal Not comparable

Codellama 34b Instruct: —, Mistral Small: 33.5 (#96)

Multimodal benchmarks
BenchmarkCodellama 34b InstructMistral Small
LMArena Vision—1142

Multilingual Mistral Small leads

Codellama 34b Instruct: 25.8 (#284), Mistral Small: 45.5 (#169)

Multilingual benchmarks
BenchmarkCodellama 34b InstructMistral Small
LMArena Non-English10111315
LMArena Chinese9761340
LMArena French—1337
LMArena German—1340
LMArena Japanese—1275
LMArena Korean—1259
LMArena Russian—1324
LMArena Spanish—1346

Instruction Following Mistral Small leads

Codellama 34b Instruct: 52.2 (#291), Mistral Small: 66.4 (#209)

Instruction Following benchmarks
BenchmarkCodellama 34b InstructMistral Small
LMArena Instruction Following10281310
LiveBench Instruction Following—63.7%

Long Context Mistral Small leads

Codellama 34b Instruct: 30.9 (#284), Mistral Small: 40.4 (#156)

Long Context benchmarks
BenchmarkCodellama 34b InstructMistral Small
LMArena Longer Query10131327

Writing & Preference Mistral Small leads

Codellama 34b Instruct: 28.2 (#297), Mistral Small: 52.5 (#171)

Writing & Preference benchmarks
BenchmarkCodellama 34b InstructMistral Small
LMArena Text10661338
LMArena Creative Writing10321305
LMArena Multi-Turn10151344
LiveBench Language—30.5%

Frequently asked questions

Is Codellama 34b Instruct better than Mistral Small?

Mistral Small is the stronger model overall, scoring 33.4 to 30.8 on the Noometry Index.

Is Codellama 34b Instruct or Mistral Small better for coding?

Mistral Small scores higher on coding benchmarks: 34.0 versus 28.5 in the Noometry coding category.

How many benchmarks do Codellama 34b Instruct and Mistral Small share?

12 benchmarks have published results for both models. Codellama 34b Instruct has 14 scored results on Noometry and Mistral Small has 39.

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