BenchLeader

GPT-5.2-Codex vs Qwen3 8

Verdict
  • Qwen3 8 (max) leads on quality: 63.6 vs 60.8.
  • GPT-5.2-Codex is stronger in agents & tools, instruction following, knowledge, long context.
  • Qwen3 8 (max) is stronger in coding, composite, multimodal, human preference, maths, reasoning.
  • Qwen3 8 (max) is 1.8× cheaper ($2.67 vs $4.81 per 1M blended).
  • Qwen3 8 (max) streams 1.5× faster (38 vs 25 tokens per second).
MetricGPT-5.2-CodexQwen3 8 (max)
BenchLeader Index60.863.6
Agents & tools score63.556.0
Coding score55.769.7
Composite score56.870.9
Instruction following score75.1
Knowledge score63.162.3
Long context score67.865.7
Multimodal score60.767.2
Human preference score68.3
Maths score62.4
Reasoning score68.1
Blended price $/M$4.81$2.67
Output speed25 tok/s38 tok/s
Time to first answer6.7 s55.3 s
Context window400k1M
Terminal-Bench66.5%
SciCode52.9%
APEX-Agents27.6%
ProofBench58.0%
Epoch Capabilities Index156.6
LMArena Text1480
LMArena Hard Prompts1502
LMArena Coding1520
LMArena WebDev13391670
LMArena Vision1313
LMArena Agent3.9
LiveBench74.0%78.5%
LiveBench Reasoning77.7%88.2%
LiveBench Coding83.6%72.9%
LiveBench Agentic Coding49.4%64.7%
LiveBench Mathematics88.8%91.3%
LiveBench Data Analysis78.2%78.4%
LiveBench Language73.7%79.7%
AA Intelligence Index28.540.3
IFBench77.6%
AA-LCR82.3%78.3%
MMMU-Pro76.3%82.3%
AA-Omniscience-2.23.4
Terminal-Bench Hard37.1%
GPQA Diamond (AA)89.9%92.7%
Humanity's Last Exam (AA)35.7%43.0%
SciCode (AA)53.2%
τ²-Bench Telecom (AA)92.1%
LiveCodeBench88.0%87.8%
MMLU-Pro88.6%
IOI73.0%
LegalBench83.6%
CorpFin65.8%
TaxEval75.5%
Terminal-Bench 2.1 (Vals)67.4%
SWE-bench (Vals)85.6%
GPQA Diamond (Vals)93.7%
Vals Index51.8
SWE-Bench Pro41.0%
SWE-bench Verified (bash only)72.8%
SWE-bench Verified (any scaffold)72.8%

Data as of 2026-09-10. Best configuration of each model; every score links to its source on the model pages.

GPT-5.2-Codex vs Qwen3 8: questions

Is GPT-5.2-Codex better than Qwen3 8?
Qwen3 8 (max) leads on quality: 63.6 vs 60.8. The BenchLeader Index combines every independent quality benchmark; Qwen3 8 (max) is ahead overall as of 2026-09-10, but check the category scores for your use.
Is GPT-5.2-Codex better than Qwen3 8 for coding?
Qwen3 8 scores higher in coding (70 vs 56 on the category index, where 50 is average).
Is GPT-5.2-Codex better than Qwen3 8 for agentic tasks?
GPT-5.2-Codex scores higher in agentic tasks (64 vs 56 on the category index, where 50 is average).
Which is cheaper, GPT-5.2-Codex or Qwen3 8?
Qwen3 8 is cheaper: $2.67 against $4.81 per million tokens, blended at three input tokens per output token.
Which is faster, GPT-5.2-Codex or Qwen3 8?
Qwen3 8 streams faster: 38 against 25 output tokens per second.
Which has the larger context window?
Qwen3 8 accepts more context: 1M against 400k tokens.