Side-by-side benchmark comparison across agentic, coding, multimodal, knowledge, reasoning, and math workflows.
Qwen3 235B 2507 is clearly ahead on the aggregate, 29 to 25. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Qwen3 235B 2507's sharpest advantage is in reasoning, where it averages 43.6 against 24.9. The single biggest benchmark swing on the page is MMLU, 88.5% to 39%. DeepSeek V3 does hit back in mathematics, so the answer changes if that is the part of the workload you care about most.
DeepSeek V3 is also the more expensive model on tokens at $0.27 input / $1.10 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for Qwen3 235B 2507. That is roughly Infinityx on output cost alone.
Pick Qwen3 235B 2507 if you want the stronger benchmark profile. DeepSeek V3 only becomes the better choice if mathematics is the priority.
Benchmark data for this category is coming soon.
DeepSeek V3
42
Qwen3 235B 2507
51.8
Benchmark data for this category is coming soon.
DeepSeek V3
24.9
Qwen3 235B 2507
43.6
DeepSeek V3
69.6
Qwen3 235B 2507
75.9
Benchmark data for this category is coming soon.
Benchmark data for this category is coming soon.
DeepSeek V3
90.2
Qwen3 235B 2507
38
Qwen3 235B 2507 is ahead overall, 29 to 25. The biggest single separator in this matchup is MMLU, where the scores are 88.5% and 39%.
Qwen3 235B 2507 has the edge for knowledge tasks in this comparison, averaging 75.9 versus 69.6. Inside this category, MMLU is the benchmark that creates the most daylight between them.
Qwen3 235B 2507 has the edge for coding in this comparison, averaging 51.8 versus 42. DeepSeek V3 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 38. Inside this category, AIME 2024 is the benchmark that creates the most daylight between them.
Qwen3 235B 2507 has the edge for reasoning in this comparison, averaging 43.6 versus 24.9. Inside this category, SimpleQA is the benchmark that creates the most daylight between them.
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