Model comparison

GPT-5.2 Codex vs Llama 3.2 90B

GPT-5.2 Codex is the stronger model overall, scoring 42.6 to 27.5 on the Noometry Index.

Last verified . 0 shared benchmarks.

GPT-5.2 Codex OpenAI

42.6

Rank #111 Reported

Llama 3.2 90B Meta

27.5

Rank #331 Confirmed

Summary

  • The widest gap is in agentic & tool use, where GPT-5.2 Codex leads 41.0 to 30.0.
  • Llama 3.2 90B has downloadable open weights; the other is API-only.

Side by side

GPT-5.2 Codex and Llama 3.2 90B specifications
GPT-5.2 CodexLlama 3.2 90B
ProviderOpenAIMeta
Noometry Index42.627.5
Released2025-12-182024-09-24
WeightsProprietaryOpen
Context window400K—
Max output128K—
Input $ / M tokens$1.75—
Output $ / M tokens$14—
Results tracked59

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Category by category

Coding Not comparable

GPT-5.2 Codex: 45.5 (#71), Llama 3.2 90B: —

Coding benchmarks
BenchmarkGPT-5.2 CodexLlama 3.2 90B
SWE-bench Verified (bash only)72.8%—
LMArena WebDev1339—
SWE-bench Multilingual66.3%—
ALE-Bench1,300—

Agentic & Tool Use GPT-5.2 Codex leads

GPT-5.2 Codex: 41.0 (#22), Llama 3.2 90B: 30.0 (#80)

Agentic & Tool Use benchmarks
BenchmarkGPT-5.2 CodexLlama 3.2 90B
Terminal-Bench66.5%—
BALROG—27.3%

Reasoning Not comparable

GPT-5.2 Codex: —, Llama 3.2 90B: 21.7 (#217)

Reasoning benchmarks
BenchmarkGPT-5.2 CodexLlama 3.2 90B
EnigmaEval—0.4%
Epoch Capabilities Index—125.5

Math Not comparable

GPT-5.2 Codex: —, Llama 3.2 90B: 11.1 (#308)

Math benchmarks
BenchmarkGPT-5.2 CodexLlama 3.2 90B
OTIS Mock AIME 2024-2025—2.6%
MATH Level 5—39.4%

Knowledge Not comparable

GPT-5.2 Codex: —, Llama 3.2 90B: 21.7 (#274)

Knowledge benchmarks
BenchmarkGPT-5.2 CodexLlama 3.2 90B
GPQA Diamond—41%
MMLU—80.3%

Multimodal Not comparable

GPT-5.2 Codex: —, Llama 3.2 90B: 25.4 (#124)

Multimodal benchmarks
BenchmarkGPT-5.2 CodexLlama 3.2 90B
LMArena Vision—1000
GeoBench—52%

Frequently asked questions

Is GPT-5.2 Codex better than Llama 3.2 90B?

GPT-5.2 Codex is the stronger model overall, scoring 42.6 to 27.5 on the Noometry Index.

How many benchmarks do GPT-5.2 Codex and Llama 3.2 90B share?

0 benchmarks have published results for both models. GPT-5.2 Codex has 5 scored results on Noometry and Llama 3.2 90B has 9.

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