Model comparison

Codellama 70b Instruct vs Mistral Small

Codellama 70b Instruct and Mistral Small score almost the same on the Noometry Index (33.7 vs 33.4), so choose on price, context window or the category you care about most.

Last verified . 6 shared benchmarks.

Codellama 70b Instruct Meta

33.7

Rank #237 Confirmed

Mistral Small Mistral AI

33.4

Rank #243 Confirmed

Summary

  • They share 6 benchmarks with published results for both. Codellama 70b Instruct scores higher in 2 categories and Mistral Small in 3 categories; 4 gaps are clear of the uncertainty.
  • The widest gap is in multilingual, where Mistral Small leads 45.5 to 24.8.

Side by side

Codellama 70b Instruct and Mistral Small specifications
Codellama 70b InstructMistral Small
ProviderMetaMistral AI
Noometry Index33.733.4
Released—2024-02-26
WeightsOpenOpen
Context window—262K
Max output—256K
Input $ / M tokens—$0.15
Output $ / M tokens—$0.60
Results tracked739

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Category by category

Coding Codellama 70b Instruct leads

Codellama 70b Instruct: 37.6 (#193), Mistral Small: 34.0 (#247)

Coding benchmarks
BenchmarkCodellama 70b InstructMistral Small
BigCodeBench Instruct40.7%36.1%
BigCodeBench Complete49.6%46.6%
SciCode—26.5%
LiveBench Coding—36.2%
LMArena Coding—1362
ALE-Bench—497.62
HumanEval+65.9%—

Agentic & Tool Use Not comparable

Codellama 70b Instruct: —, Mistral Small: 28.1 (#93)

Agentic & Tool Use benchmarks
BenchmarkCodellama 70b InstructMistral Small
Berkeley Function Calling Leaderboard—37.1%

Reasoning Too close to call

Codellama 70b Instruct: 20.1 (#242), Mistral Small: 19.8 (#250)

Reasoning benchmarks
BenchmarkCodellama 70b InstructMistral Small
LMArena Hard Prompts10521335
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 Not comparable

Codellama 70b Instruct: —, Mistral Small: 16.4 (#293)

Math benchmarks
BenchmarkCodellama 70b InstructMistral Small
OTIS Mock AIME 2024-2025—5.8%
LiveBench Math—39.9%
LMArena Math—1341
MATH Level 5—46.8%

Knowledge Not comparable

Codellama 70b Instruct: —, Mistral Small: 31.0 (#222)

Knowledge benchmarks
BenchmarkCodellama 70b InstructMistral Small
GPQA Diamond—47.5%
Vectara Hallucination Rate—5.1%
LMArena Expert—1291
MMLU—68.7%

Multimodal Not comparable

Codellama 70b Instruct: —, Mistral Small: 33.5 (#96)

Multimodal benchmarks
BenchmarkCodellama 70b InstructMistral Small
LMArena Vision—1142

Multilingual Mistral Small leads

Codellama 70b Instruct: 24.8 (#288), Mistral Small: 45.5 (#169)

Multilingual benchmarks
BenchmarkCodellama 70b InstructMistral Small
LMArena Non-English9921315
LMArena Chinese—1340
LMArena French—1337
LMArena German—1340
LMArena Japanese—1275
LMArena Korean—1259
LMArena Russian—1324
LMArena Spanish—1346

Instruction Following Mistral Small leads

Codellama 70b Instruct: 51.9 (#293), Mistral Small: 66.4 (#209)

Instruction Following benchmarks
BenchmarkCodellama 70b InstructMistral Small
LMArena Instruction Following10241310
LiveBench Instruction Following—63.7%

Long Context Not comparable

Codellama 70b Instruct: —, Mistral Small: 40.4 (#156)

Long Context benchmarks
BenchmarkCodellama 70b InstructMistral Small
LMArena Longer Query—1327

Writing & Preference Mistral Small leads

Codellama 70b Instruct: 33.4 (#277), Mistral Small: 52.5 (#171)

Writing & Preference benchmarks
BenchmarkCodellama 70b InstructMistral Small
LMArena Text10571338
LMArena Creative Writing—1305
LMArena Multi-Turn—1344
LiveBench Language—30.5%

Frequently asked questions

Is Codellama 70b Instruct better than Mistral Small?

Codellama 70b Instruct and Mistral Small score almost the same on the Noometry Index (33.7 vs 33.4), so choose on price, context window or the category you care about most.

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

Codellama 70b Instruct scores higher on coding benchmarks: 37.6 versus 34.0 in the Noometry coding category.

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

6 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and Mistral Small has 39.

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