Model comparison

DeepSeek Coder 1.3B vs Llama 3.2 90B

Llama 3.2 90B has enough public results to be ranked (#331); DeepSeek Coder 1.3B does not yet, so treat this comparison as directional.

Last verified . 2 shared benchmarks.

DeepSeek Coder 1.3B DeepSeek

35.0

Unranked Sparse

Llama 3.2 90B Meta

27.5

Rank #331 Confirmed

Summary

  • They share 2 benchmarks with published results for both.

Side by side

DeepSeek Coder 1.3B and Llama 3.2 90B specifications
DeepSeek Coder 1.3BLlama 3.2 90B
ProviderDeepSeekMeta
Noometry Index35.027.5
Released2023-11-022024-09-24
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked99

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Category by category

Coding Not comparable

DeepSeek Coder 1.3B: 31.2 (#287), Llama 3.2 90B: —

Coding benchmarks
BenchmarkDeepSeek Coder 1.3BLlama 3.2 90B
BigCodeBench Instruct22.8%—
BigCodeBench Complete29.6%—
HumanEval+60.4%—
MBPP+54.8%—

Agentic & Tool Use Not comparable

DeepSeek Coder 1.3B: —, Llama 3.2 90B: 30.0 (#80)

Agentic & Tool Use benchmarks
BenchmarkDeepSeek Coder 1.3BLlama 3.2 90B
BALROG—27.3%

Reasoning Not comparable

DeepSeek Coder 1.3B: —, Llama 3.2 90B: 21.7 (#217)

Reasoning benchmarks
BenchmarkDeepSeek Coder 1.3BLlama 3.2 90B
Epoch Capabilities Index63.6125.5
EnigmaEval—0.4%
WinoGrande53.3%—

Math Not comparable

DeepSeek Coder 1.3B: —, Llama 3.2 90B: 11.1 (#308)

Math benchmarks
BenchmarkDeepSeek Coder 1.3BLlama 3.2 90B
OTIS Mock AIME 2024-2025—2.6%
MATH Level 5—39.4%
GSM8K4.4%—

Knowledge Not comparable

DeepSeek Coder 1.3B: —, Llama 3.2 90B: 21.7 (#274)

Knowledge benchmarks
BenchmarkDeepSeek Coder 1.3BLlama 3.2 90B
MMLU25.8%80.3%
GPQA Diamond—41%
ARC (AI2) Challenge25.4%—

Multimodal Not comparable

DeepSeek Coder 1.3B: —, Llama 3.2 90B: 25.4 (#124)

Multimodal benchmarks
BenchmarkDeepSeek Coder 1.3BLlama 3.2 90B
LMArena Vision—1000
GeoBench—52%

Frequently asked questions

Is DeepSeek Coder 1.3B better than Llama 3.2 90B?

Llama 3.2 90B has enough public results to be ranked (#331); DeepSeek Coder 1.3B does not yet, so treat this comparison as directional.

How many benchmarks do DeepSeek Coder 1.3B and Llama 3.2 90B share?

2 benchmarks have published results for both models. DeepSeek Coder 1.3B has 9 scored results on Noometry and Llama 3.2 90B has 9.

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