Model comparison

GPT-5.3 Codex vs Qwen1.5-32B

GPT-5.3 Codex is the stronger model overall, scoring 45.8 to 30.5 on the Noometry Index.

Last verified . 0 shared benchmarks.

GPT-5.3 Codex OpenAI

45.8

Rank #69 Reported

Qwen1.5-32B Alibaba (Qwen)

30.5

Rank #293 Confirmed

Summary

  • The widest gap is in coding, where GPT-5.3 Codex leads 48.6 to 31.7.
  • Qwen1.5-32B has downloadable open weights; the other is API-only.

Side by side

GPT-5.3 Codex and Qwen1.5-32B specifications
GPT-5.3 CodexQwen1.5-32B
ProviderOpenAIAlibaba (Qwen)
Noometry Index45.830.5
Released2026-02-052024-02-04
WeightsProprietaryOpen
Context window400K—
Max output128K—
Input $ / M tokens$1.75—
Output $ / M tokens$14—
Results tracked821

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Category by category

Coding GPT-5.3 Codex leads

GPT-5.3 Codex: 48.6 (#56), Qwen1.5-32B: 31.7 (#282)

Coding benchmarks
BenchmarkGPT-5.3 CodexQwen1.5-32B
SWE-bench Verified74.8%—
LMArena WebDev1409—
WeirdML79.3%—
BigCodeBench Instruct—32.3%
LMArena Coding—1155
BigCodeBench Complete—42%
ALE-Bench1,655—

Agentic & Tool Use Not comparable

GPT-5.3 Codex: 48.0 (#9), Qwen1.5-32B: —

Agentic & Tool Use benchmarks
BenchmarkGPT-5.3 CodexQwen1.5-32B
Terminal-Bench78.4%—
METR Time Horizons74.5%—
Vending-Bench 25,940—

Reasoning Not comparable

GPT-5.3 Codex: —, Qwen1.5-32B: 21.8 (#212)

Reasoning benchmarks
BenchmarkGPT-5.3 CodexQwen1.5-32B
LMArena Hard Prompts—1130
Epoch Capabilities Index156.77—

Math Not comparable

GPT-5.3 Codex: —, Qwen1.5-32B: 33.0 (#207)

Math benchmarks
BenchmarkGPT-5.3 CodexQwen1.5-32B
LMArena Math—1155

Knowledge Not comparable

GPT-5.3 Codex: —, Qwen1.5-32B: 13.5 (#296)

Knowledge benchmarks
BenchmarkGPT-5.3 CodexQwen1.5-32B
GPQA Diamond—30.7%
LMArena Expert—1126
MMLU—74.4%

Multilingual Not comparable

GPT-5.3 Codex: —, Qwen1.5-32B: 31.4 (#259)

Multilingual benchmarks
BenchmarkGPT-5.3 CodexQwen1.5-32B
LMArena Non-English—1106
LMArena Chinese—1177
LMArena French—1101
LMArena German—1058
LMArena Japanese—1027
LMArena Korean—1008
LMArena Russian—1073
LMArena Spanish—1089

Instruction Following Not comparable

GPT-5.3 Codex: —, Qwen1.5-32B: 57.7 (#265)

Instruction Following benchmarks
BenchmarkGPT-5.3 CodexQwen1.5-32B
LMArena Instruction Following—1116

Long Context Not comparable

GPT-5.3 Codex: —, Qwen1.5-32B: 34.7 (#246)

Long Context benchmarks
BenchmarkGPT-5.3 CodexQwen1.5-32B
LMArena Longer Query—1146

Writing & Preference Not comparable

GPT-5.3 Codex: —, Qwen1.5-32B: 34.2 (#271)

Writing & Preference benchmarks
BenchmarkGPT-5.3 CodexQwen1.5-32B
LMArena Text—1137
LMArena Creative Writing—1083
LMArena Multi-Turn—1140

Frequently asked questions

Is GPT-5.3 Codex better than Qwen1.5-32B?

GPT-5.3 Codex is the stronger model overall, scoring 45.8 to 30.5 on the Noometry Index.

Is GPT-5.3 Codex or Qwen1.5-32B better for coding?

GPT-5.3 Codex scores higher on coding benchmarks: 48.6 versus 31.7 in the Noometry coding category.

How many benchmarks do GPT-5.3 Codex and Qwen1.5-32B share?

0 benchmarks have published results for both models. GPT-5.3 Codex has 8 scored results on Noometry and Qwen1.5-32B has 21.

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