Head-to-head comparison across 3benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
DeepSeek V4 Pro (High)
83
Qwen3.7 Max
93
Verified leaderboard positions: DeepSeek V4 Pro (High) #9 · Qwen3.7 Max #2
Pick Qwen3.7 Max if you want the stronger benchmark profile. DeepSeek V4 Pro (High) only becomes the better choice if agentic is the priority.
Agentic
+0.3 difference
Coding
+0.2 difference
Knowledge
+8.6 difference
DeepSeek V4 Pro (High)
Qwen3.7 Max
$1.74 / $3.48
$null / $null
N/A
N/A
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1M
1M
Pick Qwen3.7 Max if you want the stronger benchmark profile. DeepSeek V4 Pro (High) only becomes the better choice if agentic is the priority.
Qwen3.7 Max is clearly ahead on the provisional aggregate, 93 to 83. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Qwen3.7 Max's sharpest advantage is in knowledge, where it averages 71.2 against 62.6. The single biggest benchmark swing on the page is HLE, 34.5% to 41.4%. DeepSeek V4 Pro (High) does hit back in agentic, so the answer changes if that is the part of the workload you care about most.
Qwen3.7 Max is ahead on BenchLM's provisional leaderboard, 93 to 83. The biggest single separator in this matchup is HLE, where the scores are 34.5% and 41.4%.
Qwen3.7 Max has the edge for knowledge tasks in this comparison, averaging 71.2 versus 62.6. Inside this category, HLE 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 73.6. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
DeepSeek V4 Pro (High) has the edge for agentic tasks in this comparison, averaging 70 versus 69.7. Inside this category, HLE w/ tools is the benchmark that creates the most daylight between them.
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