Model comparison

Llama 3.2 90B vs StarCoder 2 3B

Llama 3.2 90B has enough public results to be ranked (#331); StarCoder 2 3B does not yet, so treat this comparison as directional.

Last verified . 2 shared benchmarks.

Llama 3.2 90B Meta

27.5

Rank #331 Confirmed

StarCoder 2 3B NVIDIA

36.3

Unranked Sparse

Summary

  • They share 2 benchmarks with published results for both.

Side by side

Llama 3.2 90B and StarCoder 2 3B specifications
Llama 3.2 90BStarCoder 2 3B
ProviderMetaNVIDIA
Noometry Index27.536.3
Released2024-09-242024-02-22
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked97

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Category by category

Coding Not comparable

Llama 3.2 90B: —, StarCoder 2 3B: 33.5

Coding benchmarks
BenchmarkLlama 3.2 90BStarCoder 2 3B
BigCodeBench Complete—21.4%
HumanEval+—27.4%

Agentic & Tool Use Not comparable

Llama 3.2 90B: 30.0 (#80), StarCoder 2 3B: —

Agentic & Tool Use benchmarks
BenchmarkLlama 3.2 90BStarCoder 2 3B
BALROG27.3%—

Reasoning Not comparable

Llama 3.2 90B: 21.7 (#217), StarCoder 2 3B: —

Reasoning benchmarks
BenchmarkLlama 3.2 90BStarCoder 2 3B
Epoch Capabilities Index125.588.76
EnigmaEval0.4%—
WinoGrande—57.1%

Math Not comparable

Llama 3.2 90B: 11.1 (#308), StarCoder 2 3B: —

Math benchmarks
BenchmarkLlama 3.2 90BStarCoder 2 3B
OTIS Mock AIME 2024-20252.6%—
MATH Level 539.4%—
GSM8K—21.6%

Knowledge Not comparable

Llama 3.2 90B: 21.7 (#274), StarCoder 2 3B: —

Knowledge benchmarks
BenchmarkLlama 3.2 90BStarCoder 2 3B
MMLU80.3%36.6%
GPQA Diamond41%—
ARC (AI2) Challenge—34.2%

Multimodal Not comparable

Llama 3.2 90B: 25.4 (#124), StarCoder 2 3B: —

Multimodal benchmarks
BenchmarkLlama 3.2 90BStarCoder 2 3B
LMArena Vision1000—
GeoBench52%—

Frequently asked questions

Is Llama 3.2 90B better than StarCoder 2 3B?

Llama 3.2 90B has enough public results to be ranked (#331); StarCoder 2 3B does not yet, so treat this comparison as directional.

How many benchmarks do Llama 3.2 90B and StarCoder 2 3B share?

2 benchmarks have published results for both models. Llama 3.2 90B has 9 scored results on Noometry and StarCoder 2 3B has 7.

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