Model comparison

GPT-5.1-Codex vs Qwen2.5-VL 72B Instruct

GPT-5.1-Codex is the stronger model overall, scoring 38.2 to 29.4 on the Noometry Index.

Last verified . 0 shared benchmarks.

GPT-5.1-Codex OpenAI

38.2

Rank #178 Reported

Summary

  • The widest gap is in agentic & tool use, where GPT-5.1-Codex leads 37.8 to 18.4.
  • GPT-5.1-Codex is cheaper at $1.25 / $10 per million input/output tokens, against $2.80 / $8.40 for Qwen2.5-VL 72B Instruct.
  • GPT-5.1-Codex accepts more context: 400K tokens versus 131K.
  • Qwen2.5-VL 72B Instruct has downloadable open weights; the other is API-only.

Side by side

GPT-5.1-Codex and Qwen2.5-VL 72B Instruct specifications
GPT-5.1-CodexQwen2.5-VL 72B Instruct
ProviderOpenAIAlibaba (Qwen)
Noometry Index38.229.4
Released2025-11-122024-09
WeightsProprietaryOpen
Context window400K131K
Max output128K8K
Input $ / M tokens$1.25$2.80
Output $ / M tokens$10$8.40
Results tracked66

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Category by category

Coding Not comparable

GPT-5.1-Codex: 41.7 (#107), Qwen2.5-VL 72B Instruct: —

Coding benchmarks
BenchmarkGPT-5.1-CodexQwen2.5-VL 72B Instruct
SWE-bench Verified (bash only)66%—
LMArena WebDev1337—
ALE-Bench1,245—

Agentic & Tool Use GPT-5.1-Codex leads

GPT-5.1-Codex: 37.8 (#32), Qwen2.5-VL 72B Instruct: 18.4 (#136)

Agentic & Tool Use benchmarks
BenchmarkGPT-5.1-CodexQwen2.5-VL 72B Instruct
Terminal-Bench60.4%—
OSWorld—5%
METR Time Horizons70.8%—

Reasoning Not comparable

GPT-5.1-Codex: —, Qwen2.5-VL 72B Instruct: 20.0 (#228)

Reasoning benchmarks
BenchmarkGPT-5.1-CodexQwen2.5-VL 72B Instruct
Kagi LLM Benchmark—36%

Math Not comparable

GPT-5.1-Codex: 29.3 (#218), Qwen2.5-VL 72B Instruct: —

Math benchmarks
BenchmarkGPT-5.1-CodexQwen2.5-VL 72B Instruct
ProofBench9%—

Multimodal Not comparable

GPT-5.1-Codex: —, Qwen2.5-VL 72B Instruct: 32.9 (#92)

Multimodal benchmarks
BenchmarkGPT-5.1-CodexQwen2.5-VL 72B Instruct
LMArena Vision—1107
Video-MME—73.5%
GeoBench—62%
SpatialViz-Bench—33.3%

Frequently asked questions

Is GPT-5.1-Codex better than Qwen2.5-VL 72B Instruct?

GPT-5.1-Codex is the stronger model overall, scoring 38.2 to 29.4 on the Noometry Index.

Which is cheaper, GPT-5.1-Codex or Qwen2.5-VL 72B Instruct?

GPT-5.1-Codex is cheaper. It lists at $1.25 per million input tokens and $10 per million output tokens; Qwen2.5-VL 72B Instruct lists at $2.80 and $8.40.

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-VL 72B Instruct share?

0 benchmarks have published results for both models. GPT-5.1-Codex has 6 scored results on Noometry and Qwen2.5-VL 72B Instruct has 6.

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