Model comparison

GPT-5.1-Codex vs Qwen2.5 32B Instruct

GPT-5.1-Codex is the stronger model overall, scoring 38.6 to 30.1 on the Noometry Index. Qwen2.5 32B Instruct costs 2.8× less per token, which makes it the better buy when GPT-5.1-Codex's lead doesn't matter for your workload.

Last verified . 0 shared benchmarks.

GPT-5.1-Codex OpenAI

38.6

Rank #186 Reported

Qwen2.5 32B Instruct Alibaba (Qwen)

30.1

Rank #297 Confirmed

Summary

  • The widest gap is in math, where GPT-5.1-Codex leads 30.3 to 16.2.
  • Qwen2.5 32B Instruct is cheaper at $0.70 / $2.80 per million input/output tokens, against $1.25 / $10 for GPT-5.1-Codex.
  • GPT-5.1-Codex accepts more context: 400K tokens versus 131K.
  • Qwen2.5 32B Instruct has downloadable open weights; the other is API-only.

Side by side

GPT-5.1-Codex and Qwen2.5 32B Instruct specifications
GPT-5.1-CodexQwen2.5 32B Instruct
ProviderOpenAIAlibaba (Qwen)
Noometry Index38.630.1
Released2025-11-122024-09
WeightsProprietaryOpen
Context window400K131K
Max output128K8K
Input $ / M tokens$1.25$0.70
Output $ / M tokens$10$2.80
Results tracked67

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Category by category

Coding GPT-5.1-Codex leads

GPT-5.1-Codex: 41.9 (#116), Qwen2.5 32B Instruct: 38.7 (#169)

Coding benchmarks
BenchmarkGPT-5.1-CodexQwen2.5 32B Instruct
SWE-bench Verified (bash only)66%—
LMArena WebDev1337—
BigCodeBench Instruct—45%
BigCodeBench Complete—52.3%
ALE-Bench1,245—

Agentic & Tool Use Not comparable

GPT-5.1-Codex: 38.0 (#33), Qwen2.5 32B Instruct: —

Agentic & Tool Use benchmarks
BenchmarkGPT-5.1-CodexQwen2.5 32B Instruct
Terminal-Bench60.4%—
METR Time Horizons70.8%—

Reasoning Not comparable

GPT-5.1-Codex: —, Qwen2.5 32B Instruct: 19.2 (#266)

Reasoning benchmarks
BenchmarkGPT-5.1-CodexQwen2.5 32B Instruct
Chess Puzzles—0%
Epoch Capabilities Index—128.52

Math GPT-5.1-Codex leads

GPT-5.1-Codex: 30.3 (#235), Qwen2.5 32B Instruct: 16.2 (#296)

Math benchmarks
BenchmarkGPT-5.1-CodexQwen2.5 32B Instruct
OTIS Mock AIME 2024-2025—7.4%
ProofBench9%—
MATH Level 5—56.1%

Knowledge Not comparable

GPT-5.1-Codex: —, Qwen2.5 32B Instruct: 24.9 (#266)

Knowledge benchmarks
BenchmarkGPT-5.1-CodexQwen2.5 32B Instruct
GPQA Diamond—46.1%

Frequently asked questions

Is GPT-5.1-Codex better than Qwen2.5 32B Instruct?

GPT-5.1-Codex is the stronger model overall, scoring 38.6 to 30.1 on the Noometry Index. Qwen2.5 32B Instruct costs 2.8× less per token, which makes it the better buy when GPT-5.1-Codex's lead doesn't matter for your workload.

Which is cheaper, GPT-5.1-Codex or Qwen2.5 32B Instruct?

Qwen2.5 32B Instruct is cheaper. It lists at $0.70 per million input tokens and $2.80 per million output tokens; GPT-5.1-Codex lists at $1.25 and $10.

Is GPT-5.1-Codex or Qwen2.5 32B Instruct better for coding?

GPT-5.1-Codex scores higher on coding benchmarks: 41.9 versus 38.7 in the Noometry coding category.

Which has the bigger context window?

GPT-5.1-Codex does, with 400K tokens against 131K.

How many benchmarks do GPT-5.1-Codex and Qwen2.5 32B Instruct share?

0 benchmarks have published results for both models. GPT-5.1-Codex has 6 scored results on Noometry and Qwen2.5 32B Instruct has 7.

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