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GPT-5.5 Pro vs Kimi 2.6

Head-to-head comparison across 2benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.

GPT-5.5 Pro

100

VS

Kimi 2.6

83

2 categoriesvs0 categories

Verified leaderboard positions: GPT-5.5 Pro unranked · Kimi 2.6 #4

Pick GPT-5.5 Pro if you want the stronger benchmark profile. Kimi 2.6 only becomes the better choice if you want the cheaper token bill.

Category Radar

Head-to-Head by Category

Category Breakdown

Agentic

GPT-5.5 Pro
90.1vs73.1

+17.0 difference

Knowledge

GPT-5.5 Pro
57.2vs53.8

+3.4 difference

Operational Comparison

GPT-5.5 Pro

Kimi 2.6

Price (per 1M tokens)

$30 / $180

$0.95 / $4

Speed

N/A

N/A

Latency (TTFT)

N/A

N/A

Context Window

1M

256K

Quick Verdict

Pick GPT-5.5 Pro if you want the stronger benchmark profile. Kimi 2.6 only becomes the better choice if you want the cheaper token bill.

GPT-5.5 Pro is clearly ahead on the provisional aggregate, 100 to 83. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

GPT-5.5 Pro's sharpest advantage is in agentic, where it averages 90.1 against 73.1. The single biggest benchmark swing on the page is HLE, 57.2% to 34.7%.

GPT-5.5 Pro is also the more expensive model on tokens at $30.00 input / $180.00 output per 1M tokens, versus $0.95 input / $4.00 output per 1M tokens for Kimi 2.6. That is roughly 45.0x on output cost alone. GPT-5.5 Pro gives you the larger context window at 1M, compared with 256K for Kimi 2.6.

Benchmark Deep Dive

Frequently Asked Questions (3)

Which is better, GPT-5.5 Pro or Kimi 2.6?

GPT-5.5 Pro is ahead on BenchLM's provisional leaderboard, 100 to 83. The biggest single separator in this matchup is HLE, where the scores are 57.2% and 34.7%.

Which is better for knowledge tasks, GPT-5.5 Pro or Kimi 2.6?

GPT-5.5 Pro has the edge for knowledge tasks in this comparison, averaging 57.2 versus 53.8. Inside this category, HLE is the benchmark that creates the most daylight between them.

Which is better for agentic tasks, GPT-5.5 Pro or Kimi 2.6?

GPT-5.5 Pro has the edge for agentic tasks in this comparison, averaging 90.1 versus 73.1. Inside this category, BrowseComp is the benchmark that creates the most daylight between them.

Self-host vs API cost

Estimates at 50,000 req/day · 1000 tokens/req average.

GPT-5.5 Pro
API / mo$157,500
Self-host / moN/A
Break-even
Proprietary model — self-hosting not applicable.
Kimi 2.6
API / mo$3,713
Self-host / mo$18,221
Break-even326M/day
Model the full break-even

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Last updated: April 23, 2026

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