Model comparison

Codestral vs Llama 3.1 Nemotron 70b Instruct

Llama 3.1 Nemotron 70b Instruct is the stronger model overall, scoring 37.6 to 30.6 on the Noometry Index.

Last verified . 2 shared benchmarks.

Codestral Mistral AI

30.6

Rank #290 Reported

Summary

  • They share 2 benchmarks with published results for both. Codestral scores higher in 0 categories and Llama 3.1 Nemotron 70b Instruct in 2 categories; 2 gaps are clear of the uncertainty.
  • The widest gap is in coding, where Llama 3.1 Nemotron 70b Instruct leads 35.9 to 27.3.
  • Llama 3.1 Nemotron 70b Instruct has downloadable open weights; the other is API-only.

Side by side

Codestral and Llama 3.1 Nemotron 70b Instruct specifications
CodestralLlama 3.1 Nemotron 70b Instruct
ProviderMistral AINVIDIA
Noometry Index30.637.6
Released2024-05-292024-12-18
WeightsProprietaryOpen
Context window256K—
Max output8K—
Input $ / M tokens$0.30—
Output $ / M tokens$0.90—
Results tracked714

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Category by category

Coding Llama 3.1 Nemotron 70b Instruct leads

Codestral: 27.3 (#321), Llama 3.1 Nemotron 70b Instruct: 35.9 (#216)

Coding benchmarks
BenchmarkCodestralLlama 3.1 Nemotron 70b Instruct
BigCodeBench Instruct41.8%38.7%
BigCodeBench Complete52.5%48.2%
Aider Polyglot11.1%—
LMArena Coding—1272
ALE-Bench137.78—
HumanEval+73.8%—
MBPP+61.9%—

Reasoning Llama 3.1 Nemotron 70b Instruct leads

Codestral: 19.8 (#251), Llama 3.1 Nemotron 70b Instruct: 25.0 (#152)

Reasoning benchmarks
BenchmarkCodestralLlama 3.1 Nemotron 70b Instruct
Kagi LLM Benchmark32.5%—
LMArena Hard Prompts—1266

Math Not comparable

Codestral: —, Llama 3.1 Nemotron 70b Instruct: 35.5 (#182)

Math benchmarks
BenchmarkCodestralLlama 3.1 Nemotron 70b Instruct
LMArena Math—1271

Knowledge Not comparable

Codestral: —, Llama 3.1 Nemotron 70b Instruct: 34.1 (#199)

Knowledge benchmarks
BenchmarkCodestralLlama 3.1 Nemotron 70b Instruct
LMArena Expert—1242

Multilingual Not comparable

Codestral: —, Llama 3.1 Nemotron 70b Instruct: 40.5 (#217)

Multilingual benchmarks
BenchmarkCodestralLlama 3.1 Nemotron 70b Instruct
LMArena Non-English—1245
LMArena Chinese—1263
LMArena Russian—1227

Instruction Following Not comparable

Codestral: —, Llama 3.1 Nemotron 70b Instruct: 65.9 (#213)

Instruction Following benchmarks
BenchmarkCodestralLlama 3.1 Nemotron 70b Instruct
LMArena Instruction Following—1252

Long Context Not comparable

Codestral: —, Llama 3.1 Nemotron 70b Instruct: 37.6 (#215)

Long Context benchmarks
BenchmarkCodestralLlama 3.1 Nemotron 70b Instruct
LMArena Longer Query—1238

Writing & Preference Not comparable

Codestral: —, Llama 3.1 Nemotron 70b Instruct: 48.4 (#203)

Writing & Preference benchmarks
BenchmarkCodestralLlama 3.1 Nemotron 70b Instruct
LMArena Text—1283
LMArena Creative Writing—1269
LMArena Multi-Turn—1275

Frequently asked questions

Is Codestral better than Llama 3.1 Nemotron 70b Instruct?

Llama 3.1 Nemotron 70b Instruct is the stronger model overall, scoring 37.6 to 30.6 on the Noometry Index.

Is Codestral or Llama 3.1 Nemotron 70b Instruct better for coding?

Llama 3.1 Nemotron 70b Instruct scores higher on coding benchmarks: 35.9 versus 27.3 in the Noometry coding category.

How many benchmarks do Codestral and Llama 3.1 Nemotron 70b Instruct share?

2 benchmarks have published results for both models. Codestral has 7 scored results on Noometry and Llama 3.1 Nemotron 70b Instruct has 14.

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