Side-by-side benchmark comparison across agentic, coding, multimodal, knowledge, reasoning, and math workflows.
DeepSeek V3 is clearly ahead on the aggregate, 25 to 19. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
DeepSeek V3's sharpest advantage is in mathematics, where it averages 90.2 against 39. The single biggest benchmark swing on the page is MMLU, 88.5% to 40%. Qwen3 235B 2507 (Reasoning) does hit back in reasoning, so the answer changes if that is the part of the workload you care about most.
Qwen3 235B 2507 (Reasoning) is the reasoning model in the pair, while DeepSeek V3 is not. That usually helps on harder chain-of-thought-heavy tests, but it can also mean more latency and more token spend in real use.
Pick DeepSeek V3 if you want the stronger benchmark profile. Qwen3 235B 2507 (Reasoning) only becomes the better choice if reasoning is the priority or you want the stronger reasoning-first profile.
Benchmark data for this category is coming soon.
DeepSeek V3
42
Qwen3 235B 2507 (Reasoning)
32
Benchmark data for this category is coming soon.
DeepSeek V3
24.9
Qwen3 235B 2507 (Reasoning)
36.9
DeepSeek V3
69.6
Qwen3 235B 2507 (Reasoning)
38
Benchmark data for this category is coming soon.
Benchmark data for this category is coming soon.
DeepSeek V3
90.2
Qwen3 235B 2507 (Reasoning)
39
DeepSeek V3 is ahead overall, 25 to 19. The biggest single separator in this matchup is MMLU, where the scores are 88.5% and 40%.
DeepSeek V3 has the edge for knowledge tasks in this comparison, averaging 69.6 versus 38. Inside this category, MMLU is the benchmark that creates the most daylight between them.
DeepSeek V3 has the edge for coding in this comparison, averaging 42 versus 32. Qwen3 235B 2507 (Reasoning) stays close enough that the answer can still flip depending on your workload.
DeepSeek V3 has the edge for math in this comparison, averaging 90.2 versus 39. Inside this category, AIME 2024 is the benchmark that creates the most daylight between them.
Qwen3 235B 2507 (Reasoning) has the edge for reasoning in this comparison, averaging 36.9 versus 24.9. Inside this category, SimpleQA is the benchmark that creates the most daylight between them.
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