Composer 2 vs Kimi K2.5 (Reasoning)

Side-by-side benchmark comparison across agentic, coding, multimodal, knowledge, reasoning, and math workflows.

Kimi K2.5 (Reasoning) is clearly ahead on the aggregate, 71 to 62. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

Composer 2 gives you the larger context window at 200K, compared with 128K for Kimi K2.5 (Reasoning).

Quick Verdict

Pick Kimi K2.5 (Reasoning) if you want the stronger benchmark profile. Composer 2 only becomes the better choice if agentic is the priority or you need the larger 200K context window.

Agentic

Composer 2

Composer 2

61.7

Kimi K2.5 (Reasoning)

57.6

61.7%
Terminal-Bench 2.0
50.8%
Coming soon
BrowseComp
60.6%
Coming soon
OSWorld-Verified
63.3%

Coding

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

73.7%
SWE Multilingual
Coming soon
97.2%
React Native Evals
Coming soon
Coming soon
HumanEval
99%
Coming soon
SWE-bench Verified
76.8%
Coming soon
LiveCodeBench
85%
Coming soon
SWE-Rebench
57.4%

Multimodal & Grounded

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

Coming soon
MMMU-Pro
78.5%

Reasoning

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

Coming soon
LongBench v2
61%

Knowledge

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

Coming soon
GPQA
87.6%
Coming soon
MMLU-Pro
87.1%
Coming soon
SimpleQA
54%

Instruction Following

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

Coming soon
IFEval
94%

Multilingual

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

Coming soon
MGSM
96%

Mathematics

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

Coming soon
AIME 2025
96.1%
Coming soon
HMMT Feb 2025
95.4%

Frequently Asked Questions

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

Kimi K2.5 (Reasoning) is ahead overall, 71 to 62. 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 agentic tasks, Composer 2 or Kimi K2.5 (Reasoning)?

Composer 2 has the edge for agentic tasks in this comparison, averaging 61.7 versus 57.6. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.

Last updated: March 18, 2026

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