Kimi K2.5 (Reasoning) vs o1-pro

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

Kimi K2.5 (Reasoning) is clearly ahead on the aggregate, 82 to 33. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

Kimi K2.5 (Reasoning)'s sharpest advantage is in mathematics, where it averages 92.9 against 86. The single biggest benchmark swing on the page is GPQA, 90 to 79. o1-pro does hit back in knowledge, so the answer changes if that is the part of the workload you care about most.

o1-pro 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. o1-pro only becomes the better choice if knowledge is the priority or you need the larger 200K context window.

Knowledge

o1-pro

Kimi K2.5 (Reasoning)

77.3

o1-pro

79

92
MMLU
-
90
GPQA
79
88
SuperGPQA
-
86
OpenBookQA
-
81
MMLU-Pro
-
27
HLE
-

Coding

Kimi K2.5 (Reasoning)
84
HumanEval
-
65
SWE-bench Verified
-
58
LiveCodeBench
-

Mathematics

Kimi K2.5 (Reasoning)

Kimi K2.5 (Reasoning)

92.9

o1-pro

86

94
AIME 2023
-
96
AIME 2024
86
95
AIME 2025
-
90
HMMT Feb 2023
-
92
HMMT Feb 2024
-
91
HMMT Feb 2025
-
93
BRUMO 2025
-
92
MATH-500
-

Reasoning

Kimi K2.5 (Reasoning)
88
SimpleQA
-
86
MuSR
-
91
BBH
-

Instruction Following

Kimi K2.5 (Reasoning)
91
IFEval
-

Multilingual

Kimi K2.5 (Reasoning)
88
MGSM
-

Frequently Asked Questions

Which is better, Kimi K2.5 (Reasoning) or o1-pro?

Kimi K2.5 (Reasoning) is ahead overall, 82 to 33. The biggest single separator in this matchup is GPQA, where the scores are 90 and 79.

Which is better for knowledge tasks, Kimi K2.5 (Reasoning) or o1-pro?

o1-pro has the edge for knowledge tasks in this comparison, averaging 79 versus 77.3. Inside this category, GPQA is the benchmark that creates the most daylight between them.

Which is better for math, Kimi K2.5 (Reasoning) or o1-pro?

Kimi K2.5 (Reasoning) has the edge for math in this comparison, averaging 92.9 versus 86. Inside this category, AIME 2024 is the benchmark that creates the most daylight between them.

Last updated: March 9, 2026

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