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Claude Sonnet 4.6 vs GPT-5.5

Head-to-head comparison across 4benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.

Claude Sonnet 4.6

83

VS

GPT-5.5

91

3 categoriesvs1 categories

Verified leaderboard positions: Claude Sonnet 4.6 unranked · GPT-5.5 #5

Pick GPT-5.5 if you want the stronger benchmark profile. Claude Sonnet 4.6 only becomes the better choice if coding is the priority or you want the cheaper token bill.

Category Radar

Head-to-Head by Category

Category Breakdown

Agentic

GPT-5.5
65.1vs81.5

+16.4 difference

Coding

Claude Sonnet 4.6
66.4vs58.6

+7.8 difference

Knowledge

Claude Sonnet 4.6
73.7vs66.4

+7.3 difference

Multimodal

Claude Sonnet 4.6
77.4vs70.4

+7.0 difference

Operational Comparison

Claude Sonnet 4.6

GPT-5.5

Price (per 1M tokens)

$3 / $15

$5 / $30

Speed

44 t/s

N/A

Latency (TTFT)

1.48s

N/A

Context Window

200K

1M

Quick Verdict

Pick GPT-5.5 if you want the stronger benchmark profile. Claude Sonnet 4.6 only becomes the better choice if coding is the priority or you want the cheaper token bill.

GPT-5.5 is clearly ahead on the provisional aggregate, 91 to 83. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

GPT-5.5's sharpest advantage is in agentic, where it averages 81.5 against 65.1. The single biggest benchmark swing on the page is Terminal-Bench 2.0, 59.1% to 82%. Claude Sonnet 4.6 does hit back in coding, so the answer changes if that is the part of the workload you care about most.

GPT-5.5 is also the more expensive model on tokens at $5.00 input / $30.00 output per 1M tokens, versus $3.00 input / $15.00 output per 1M tokens for Claude Sonnet 4.6. That is roughly 2.0x on output cost alone. GPT-5.5 is the reasoning model in the pair, while Claude Sonnet 4.6 is not. That usually helps on harder chain-of-thought-heavy tests, but it can also mean more latency and more token spend in real use. GPT-5.5 gives you the larger context window at 1M, compared with 200K for Claude Sonnet 4.6.

Benchmark Deep Dive

Frequently Asked Questions (5)

Which is better, Claude Sonnet 4.6 or GPT-5.5?

GPT-5.5 is ahead on BenchLM's provisional leaderboard, 91 to 83. The biggest single separator in this matchup is Terminal-Bench 2.0, where the scores are 59.1% and 82%.

Which is better for knowledge tasks, Claude Sonnet 4.6 or GPT-5.5?

Claude Sonnet 4.6 has the edge for knowledge tasks in this comparison, averaging 73.7 versus 66.4. Inside this category, AA-HLE is the benchmark that creates the most daylight between them.

Which is better for coding, Claude Sonnet 4.6 or GPT-5.5?

Claude Sonnet 4.6 has the edge for coding in this comparison, averaging 66.4 versus 58.6. Inside this category, Vibe Code Bench is the benchmark that creates the most daylight between them.

Which is better for agentic tasks, Claude Sonnet 4.6 or GPT-5.5?

GPT-5.5 has the edge for agentic tasks in this comparison, averaging 81.5 versus 65.1. Inside this category, GDPval-AA is the benchmark that creates the most daylight between them.

Which is better for multimodal and grounded tasks, Claude Sonnet 4.6 or GPT-5.5?

Claude Sonnet 4.6 has the edge for multimodal and grounded tasks in this comparison, averaging 77.4 versus 70.4. Inside this category, AA-MMMU-Pro is the benchmark that creates the most daylight between them.

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Last updated: June 2, 2026

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