Head-to-head comparison across 3benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Claude Sonnet 4.6
85
Qwen3.5 397B
66
Verified leaderboard positions: Claude Sonnet 4.6 unranked · Qwen3.5 397B #10
Pick Claude Sonnet 4.6 if you want the stronger benchmark profile. Qwen3.5 397B only becomes the better choice if you want the cheaper token bill.
Agentic
+9.1 difference
Coding
+6.1 difference
Knowledge
+8.5 difference
Claude Sonnet 4.6
Qwen3.5 397B
$3 / $15
$0 / $0
44 t/s
96 t/s
1.48s
2.44s
200K
128K
Pick Claude Sonnet 4.6 if you want the stronger benchmark profile. Qwen3.5 397B only becomes the better choice if you want the cheaper token bill.
Claude Sonnet 4.6 is clearly ahead on the provisional aggregate, 85 to 66. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Claude Sonnet 4.6's sharpest advantage is in agentic, where it averages 65.3 against 56.2. The single biggest benchmark swing on the page is SuperGPQA, 95% to 70.4%.
Claude Sonnet 4.6 is also the more expensive model on tokens at $3.00 input / $15.00 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for Qwen3.5 397B. That is roughly Infinityx on output cost alone. Claude Sonnet 4.6 gives you the larger context window at 200K, compared with 128K for Qwen3.5 397B.
Claude Sonnet 4.6 is ahead on BenchLM's provisional leaderboard, 85 to 66. The biggest single separator in this matchup is SuperGPQA, where the scores are 95% and 70.4%.
Claude Sonnet 4.6 has the edge for knowledge tasks in this comparison, averaging 73.7 versus 65.2. Inside this category, SuperGPQA is the benchmark that creates the most daylight between them.
Claude Sonnet 4.6 has the edge for coding in this comparison, averaging 66.4 versus 60.3. Inside this category, SWE-bench Verified is the benchmark that creates the most daylight between them.
Claude Sonnet 4.6 has the edge for agentic tasks in this comparison, averaging 65.3 versus 56.2. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
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