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Claude 4 Sonnet vs Kimi K2.5

Head-to-head comparison across 1benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.

Claude 4 Sonnet

52

VS

Kimi K2.5

68

1 categoriesvs0 categories

Verified leaderboard positions: Claude 4 Sonnet unranked · Kimi K2.5 #9

Pick Kimi K2.5 if you want the stronger benchmark profile. Claude 4 Sonnet only becomes the better choice if coding is the priority.

Category Radar

Head-to-Head by Category

Category Breakdown

Coding

Claude 4 Sonnet
72.7vs64.2

+8.5 difference

Operational Comparison

Claude 4 Sonnet

Kimi K2.5

Price (per 1M tokens)

$null / $null

$0.5 / $2.8

Speed

40 t/s

45 t/s

Latency (TTFT)

1.33s

2.38s

Context Window

200K

256K

Quick Verdict

Pick Kimi K2.5 if you want the stronger benchmark profile. Claude 4 Sonnet only becomes the better choice if coding is the priority.

Kimi K2.5 is clearly ahead on the provisional aggregate, 68 to 52. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

Kimi K2.5 gives you the larger context window at 256K, compared with 200K for Claude 4 Sonnet.

Benchmark Deep Dive

Frequently Asked Questions (2)

Which is better, Claude 4 Sonnet or Kimi K2.5?

Kimi K2.5 is ahead on BenchLM's provisional leaderboard, 68 to 52. The biggest single separator in this matchup is SWE-bench Verified, where the scores are 72.7% and 76.8%.

Which is better for coding, Claude 4 Sonnet or Kimi K2.5?

Claude 4 Sonnet has the edge for coding in this comparison, averaging 72.7 versus 64.2. Inside this category, SWE-bench Verified 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.

Claude 4 Sonnet
API / mo$0
Self-host / moN/A
Break-even
Proprietary model — self-hosting not applicable.
Kimi K2.5
API / mo$2,475
Self-host / mo$5,221
Break-even146M/day
Model the full break-even

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Last updated: April 20, 2026

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