Head-to-head comparison across 4benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Claude Opus 4.7 (Adaptive)
85
Qwen3.7 Max
91
Verified leaderboard positions: Claude Opus 4.7 (Adaptive) #7 · Qwen3.7 Max #2
Pick Qwen3.7 Max if you want the stronger benchmark profile. Claude Opus 4.7 (Adaptive) only becomes the better choice if agentic is the priority.
Agentic
+5.2 difference
Coding
+0.7 difference
Reasoning
+14.6 difference
Knowledge
+3.0 difference
Claude Opus 4.7 (Adaptive)
Qwen3.7 Max
$5 / $25
$null / $null
N/A
N/A
N/A
N/A
1M
1M
Pick Qwen3.7 Max if you want the stronger benchmark profile. Claude Opus 4.7 (Adaptive) only becomes the better choice if agentic is the priority.
Qwen3.7 Max is clearly ahead on the provisional aggregate, 91 to 85. 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 reasoning, where it averages 90.4 against 75.8. The single biggest benchmark swing on the page is HLE, 54.7% to 41.4%. Claude Opus 4.7 (Adaptive) 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, 91 to 85. The biggest single separator in this matchup is HLE, where the scores are 54.7% and 41.4%.
Qwen3.7 Max has the edge for knowledge tasks in this comparison, averaging 71.2 versus 68.2. Inside this category, AA-Omniscience Accuracy is the benchmark that creates the most daylight between them.
Qwen3.7 Max has the edge for coding in this comparison, averaging 73.6 versus 72.9. Inside this category, SWE-bench Verified is the benchmark that creates the most daylight between them.
Qwen3.7 Max has the edge for reasoning in this comparison, averaging 90.4 versus 75.8. Inside this category, CritPt is the benchmark that creates the most daylight between them.
Claude Opus 4.7 (Adaptive) has the edge for agentic tasks in this comparison, averaging 74.9 versus 69.7. Inside this category, GDPval-AA is the benchmark that creates the most daylight between them.
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