Model comparison

GPT-5.1-Codex vs Qwen3.7 Max

Qwen3.7 Max is the stronger model overall, scoring 51.5 to 38.6 on the Noometry Index.

Last verified . 3 shared benchmarks.

GPT-5.1-Codex OpenAI

38.6

Rank #186 Reported

Qwen3.7 Max Alibaba (Qwen)

51.5

Rank #42 Confirmed

Summary

  • They share 3 benchmarks with published results for both. GPT-5.1-Codex scores higher in 1 category and Qwen3.7 Max in 2 categories; 3 gaps are clear of the uncertainty.
  • The widest gap is in math, where Qwen3.7 Max leads 62.4 to 30.3.
  • The biggest single-benchmark swing is ProofBench: 9% for GPT-5.1-Codex and 26% for Qwen3.7 Max.
  • GPT-5.1-Codex is cheaper at $1.25 / $10 per million input/output tokens, against $2.50 / $7.50 for Qwen3.7 Max.
  • Qwen3.7 Max accepts more context: 1M tokens versus 400K.

Side by side

GPT-5.1-Codex and Qwen3.7 Max specifications
GPT-5.1-CodexQwen3.7 Max
ProviderOpenAIAlibaba (Qwen)
Noometry Index38.651.5
Released2025-11-122026-05-19
WeightsProprietaryProprietary
Context window400K1M
Max output128K131K
Input $ / M tokens$1.25$2.50
Output $ / M tokens$10$7.50
Results tracked633

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Category by category

Coding Qwen3.7 Max leads

GPT-5.1-Codex: 41.9 (#116), Qwen3.7 Max: 50.4 (#45)

Coding benchmarks
BenchmarkGPT-5.1-CodexQwen3.7 Max
LMArena WebDev13371515
ALE-Bench1,2451,189
SWE-bench Verified—77.3%
SWE-bench Verified (bash only)66%—
SciCode—48.8%
LMArena Coding—1498

Agentic & Tool Use GPT-5.1-Codex leads

GPT-5.1-Codex: 38.0 (#33), Qwen3.7 Max: 22.1 (#135)

Agentic & Tool Use benchmarks
BenchmarkGPT-5.1-CodexQwen3.7 Max
Terminal-Bench60.4%—
GBAEval—0.4%
METR Time Horizons70.8%—

Reasoning Not comparable

GPT-5.1-Codex: —, Qwen3.7 Max: 49.2 (#38)

Reasoning benchmarks
BenchmarkGPT-5.1-CodexQwen3.7 Max
SimpleBench—70.4%
NYT Connections (extended)—85.1%
CritPt—13.4%
Chess Puzzles—19%
EBR-Bench—9.5%
LMArena Hard Prompts—1483
Mystery Game Puzzles—32%
DTBench—92.3%
LMCA—44%
Epoch Capabilities Index—153.68

Math Qwen3.7 Max leads

GPT-5.1-Codex: 30.3 (#235), Qwen3.7 Max: 62.4 (#32)

Math benchmarks
BenchmarkGPT-5.1-CodexQwen3.7 Max
ProofBench9%26%
FrontierMath (Tiers 1-3)—64.6%
FrontierMath Tier 4—34.1%
OTIS Mock AIME 2024-2025—95.6%
LMArena Math—1490

Knowledge Not comparable

GPT-5.1-Codex: —, Qwen3.7 Max: 61.6 (#28)

Knowledge benchmarks
BenchmarkGPT-5.1-CodexQwen3.7 Max
GPQA Diamond—90.9%
SimpleQA Verified—55.8%
LMArena Expert—1488

Multilingual Not comparable

GPT-5.1-Codex: —, Qwen3.7 Max: 56.9 (#15)

Multilingual benchmarks
BenchmarkGPT-5.1-CodexQwen3.7 Max
LMArena Non-English—1474
LMArena Chinese—1530
LMArena Russian—1484

Instruction Following Not comparable

GPT-5.1-Codex: —, Qwen3.7 Max: 76.7 (#38)

Instruction Following benchmarks
BenchmarkGPT-5.1-CodexQwen3.7 Max
LMArena Instruction Following—1460

Long Context Not comparable

GPT-5.1-Codex: —, Qwen3.7 Max: 45.4 (#40)

Long Context benchmarks
BenchmarkGPT-5.1-CodexQwen3.7 Max
LMArena Longer Query—1482

Writing & Preference Not comparable

GPT-5.1-Codex: —, Qwen3.7 Max: 65.0 (#54)

Writing & Preference benchmarks
BenchmarkGPT-5.1-CodexQwen3.7 Max
LMArena Text—1476
LMArena Creative Writing—1449
EQ-Bench 4—1110
LMArena Multi-Turn—1481

Frequently asked questions

Is GPT-5.1-Codex better than Qwen3.7 Max?

Qwen3.7 Max is the stronger model overall, scoring 51.5 to 38.6 on the Noometry Index.

Which is cheaper, GPT-5.1-Codex or Qwen3.7 Max?

GPT-5.1-Codex is cheaper. It lists at $1.25 per million input tokens and $10 per million output tokens; Qwen3.7 Max lists at $2.50 and $7.50.

Is GPT-5.1-Codex or Qwen3.7 Max better for coding?

Qwen3.7 Max scores higher on coding benchmarks: 50.4 versus 41.9 in the Noometry coding category.

Which has the bigger context window?

Qwen3.7 Max does, with 1M tokens against 400K.

How many benchmarks do GPT-5.1-Codex and Qwen3.7 Max share?

3 benchmarks have published results for both models. GPT-5.1-Codex has 6 scored results on Noometry and Qwen3.7 Max has 33.

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