Head-to-head comparison across 3benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
DeepSeek V4 Pro (High)
83
Qwen3.7 Plus
87
Verified leaderboard positions: DeepSeek V4 Pro (High) #11 · Qwen3.7 Plus #3
Pick Qwen3.7 Plus if you want the stronger benchmark profile. DeepSeek V4 Pro (High) only becomes the better choice if coding is the priority.
Agentic
+1.7 difference
Coding
+2.7 difference
Knowledge
+5.3 difference
DeepSeek V4 Pro (High)
Qwen3.7 Plus
$1.74 / $3.48
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1M
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Pick Qwen3.7 Plus if you want the stronger benchmark profile. DeepSeek V4 Pro (High) only becomes the better choice if coding is the priority.
Qwen3.7 Plus is clearly ahead on the provisional aggregate, 87 to 83. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Qwen3.7 Plus's sharpest advantage is in knowledge, where it averages 67.9 against 62.6. The single biggest benchmark swing on the page is Terminal-Bench 2.0, 63.3% to 70.3%. DeepSeek V4 Pro (High) does hit back in coding, so the answer changes if that is the part of the workload you care about most.
Qwen3.7 Plus is ahead on BenchLM's provisional leaderboard, 87 to 83. The biggest single separator in this matchup is Terminal-Bench 2.0, where the scores are 63.3% and 70.3%.
Qwen3.7 Plus has the edge for knowledge tasks in this comparison, averaging 67.9 versus 62.6. Inside this category, MMLU-Pro is the benchmark that creates the most daylight between them.
DeepSeek V4 Pro (High) has the edge for coding in this comparison, averaging 73.8 versus 71.1. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
Qwen3.7 Plus has the edge for agentic tasks in this comparison, averaging 71.7 versus 70. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
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