BenchLeader

GPT-5.6 Sol vs Qwen3 6

Verdict
  • GPT-5.6 Sol (high) leads on quality: 68.2 vs 63.3.
  • GPT-5.6 Sol (high) is stronger in agents & tools, coding, composite, knowledge, long context, multimodal, reasoning.
  • Qwen3 6 (max) is stronger in instruction following, human preference, maths.
  • Qwen3 6 (max) is 2.7× cheaper ($2.96 vs $8.00 per 1M blended).
MetricGPT-5.6 Sol (high)Qwen3 6 (max)
BenchLeader Index68.263.3
Agents & tools score87.972.0
Coding score72.458.2
Composite score82.764.9
Instruction following score67.874.2
Knowledge score73.864.0
Long context score67.466.9
Multimodal score66.4
Reasoning score63.363.2
Human preference score65.9
Maths score64.2
Blended price $/M$8.00$2.96
Output speed59 tok/s59 tok/s
Time to first answer31.0 s38.5 s
Context window1M246k
GPQA Diamond87.4%
OTIS Mock AIME91.1%
SWE-bench Verified (Epoch)76.7%
SimpleQA Verified52.0%
SimpleBench63.0%
SciCode56.9%
WeirdML88.8%
Epoch Capabilities Index149.3
LMArena Text1460
LMArena Hard Prompts1482
LMArena Coding1509
LMArena WebDev1479
AA Intelligence Index42.528.4
IFBench69.2%76.6%
AA-LCR81.7%80.7%
MMMU-Pro81.8%
AA-Omniscience20.49.2
Terminal-Bench Hard62.1%43.9%
GPQA Diamond (AA)92.8%88.8%
Humanity's Last Exam (AA)46.0%30.8%
SciCode (AA)57.8%
τ²-Bench Telecom (AA)83.3%95.9%
CorpFin66.5%
SWE-bench (Vals)72.8%
EnigmaEval37.1%
ARC-AGI-197.0%
ARC-AGI-285.4%
ARC-AGI-32.2%

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

GPT-5.6 Sol vs Qwen3 6: questions

Is GPT-5.6 Sol better than Qwen3 6?
GPT-5.6 Sol (high) leads on quality: 68.2 vs 63.3. The BenchLeader Index combines every independent quality benchmark; GPT-5.6 Sol (high) is ahead overall as of 2026-09-10, but check the category scores for your use.
Is GPT-5.6 Sol better than Qwen3 6 for coding?
GPT-5.6 Sol scores higher in coding (72 vs 58 on the category index, where 50 is average).
Is GPT-5.6 Sol better than Qwen3 6 for agentic tasks?
GPT-5.6 Sol scores higher in agentic tasks (88 vs 72 on the category index, where 50 is average).
Which is cheaper, GPT-5.6 Sol or Qwen3 6?
Qwen3 6 is cheaper: $2.96 against $8.00 per million tokens, blended at three input tokens per output token.
Which is faster, GPT-5.6 Sol or Qwen3 6?
Qwen3 6 streams faster: 59 against 59 output tokens per second.
Which has the larger context window?
GPT-5.6 Sol accepts more context: 1M against 246k tokens.