DeepSeek V3 vs Kimi K2

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

DeepSeek V3 is clearly ahead on the aggregate, 25 to 15. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

DeepSeek V3's sharpest advantage is in mathematics, where it averages 90.2 against 31. The single biggest benchmark swing on the page is MMLU, 88.5% to 32%. Kimi K2 does hit back in reasoning, so the answer changes if that is the part of the workload you care about most.

Quick Verdict

Pick DeepSeek V3 if you want the stronger benchmark profile. Kimi K2 only becomes the better choice if reasoning is the priority.

Agentic

Coming soon

Benchmark data for this category is coming soon.

Coding

DeepSeek V3

DeepSeek V3

42

Kimi K2

24

42%
SWE-bench Verified
Coming soon
Coming soon
HumanEval
24%

Multimodal & Grounded

Coming soon

Benchmark data for this category is coming soon.

Reasoning

Kimi K2

DeepSeek V3

24.9

Kimi K2

28.9

24.9%
SimpleQA
30%
Coming soon
MuSR
28%

Knowledge

DeepSeek V3

DeepSeek V3

69.6

Kimi K2

30

59.1%
GPQA
31%
88.5%
MMLU
32%
75.9%
MMLU-Pro
Coming soon
Coming soon
SuperGPQA
29%
Coming soon
OpenBookQA
27%

Instruction Following

Coming soon

Benchmark data for this category is coming soon.

Multilingual

Coming soon

Benchmark data for this category is coming soon.

Mathematics

DeepSeek V3

DeepSeek V3

90.2

Kimi K2

31

39.2%
AIME 2024
34%
90.2%
MATH-500
Coming soon
Coming soon
AIME 2023
32%
Coming soon
AIME 2025
33%
Coming soon
HMMT Feb 2023
28%
Coming soon
HMMT Feb 2024
30%
Coming soon
HMMT Feb 2025
29%
Coming soon
BRUMO 2025
31%

Frequently Asked Questions

Which is better, DeepSeek V3 or Kimi K2?

DeepSeek V3 is ahead overall, 25 to 15. The biggest single separator in this matchup is MMLU, where the scores are 88.5% and 32%.

Which is better for knowledge tasks, DeepSeek V3 or Kimi K2?

DeepSeek V3 has the edge for knowledge tasks in this comparison, averaging 69.6 versus 30. Inside this category, MMLU is the benchmark that creates the most daylight between them.

Which is better for coding, DeepSeek V3 or Kimi K2?

DeepSeek V3 has the edge for coding in this comparison, averaging 42 versus 24. Kimi K2 stays close enough that the answer can still flip depending on your workload.

Which is better for math, DeepSeek V3 or Kimi K2?

DeepSeek V3 has the edge for math in this comparison, averaging 90.2 versus 31. Inside this category, AIME 2024 is the benchmark that creates the most daylight between them.

Which is better for reasoning, DeepSeek V3 or Kimi K2?

Kimi K2 has the edge for reasoning in this comparison, averaging 28.9 versus 24.9. Inside this category, SimpleQA is the benchmark that creates the most daylight between them.

Last updated: March 17, 2026

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