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Composer 2 vs Kimi K2.5

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

Composer 2

73

VS

Kimi K2.5

64

1 categoriesvs1 categories

Verified leaderboard positions: Composer 2 unranked · Kimi K2.5 #11

Pick Composer 2 if you want the stronger benchmark profile. Kimi K2.5 only becomes the better choice if coding is the priority or you need the larger 256K context window.

Category Radar

Head-to-Head by Category

Category Breakdown

Agentic

Composer 2
61.7vs54.6

+7.1 difference

Coding

Kimi K2.5
58vs64.2

+6.2 difference

Operational Comparison

Composer 2

Kimi K2.5

Price (per 1M tokens)

$0.5 / $2.5

$0.6 / $3

Speed

N/A

45 t/s

Latency (TTFT)

N/A

2.38s

Context Window

200K

256K

Quick Verdict

Pick Composer 2 if you want the stronger benchmark profile. Kimi K2.5 only becomes the better choice if coding is the priority or you need the larger 256K context window.

Composer 2 is clearly ahead on the provisional aggregate, 73 to 64. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

Composer 2's sharpest advantage is in agentic, where it averages 61.7 against 54.6. The single biggest benchmark swing on the page is Terminal-Bench 2.0, 61.7% to 50.8%. Kimi K2.5 does hit back in coding, so the answer changes if that is the part of the workload you care about most.

Kimi K2.5 is also the more expensive model on tokens at $0.60 input / $3.00 output per 1M tokens, versus $0.50 input / $2.50 output per 1M tokens for Composer 2. Composer 2 is the reasoning model in the pair, while Kimi K2.5 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. Kimi K2.5 gives you the larger context window at 256K, compared with 200K for Composer 2.

Benchmark Deep Dive

Frequently Asked Questions (3)

Which is better, Composer 2 or Kimi K2.5?

Composer 2 is ahead on BenchLM's provisional leaderboard, 73 to 64. The biggest single separator in this matchup is Terminal-Bench 2.0, where the scores are 61.7% and 50.8%.

Which is better for coding, Composer 2 or Kimi K2.5?

Kimi K2.5 has the edge for coding in this comparison, averaging 64.2 versus 58. Inside this category, React Native Evals is the benchmark that creates the most daylight between them.

Which is better for agentic tasks, Composer 2 or Kimi K2.5?

Composer 2 has the edge for agentic tasks in this comparison, averaging 61.7 versus 54.6. Inside this category, Terminal-Bench 2.0 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.

Composer 2
API / mo$2,250
Self-host / moN/A
Break-even
Proprietary model — self-hosting not applicable.
Kimi K2.5
API / mo$2,700
Self-host / mo$5,221
Break-even132M/day
Model the full break-even

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Last updated: May 7, 2026

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