benchlm.ai

Claude 4.1 Opus Thinking vs DeepSeek V3.2

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

Quick Verdict

DeepSeek V3.2 wins overall with a score of 66 vs 29 (37 point difference).DeepSeek V3.2 wins 4 out of 4 categories.

Claude 4.1 Opus Thinking

CreatorAnthropic
TypeProprietary
Context200K
Score29

DeepSeek V3.2

CreatorDeepSeek
TypeOpen Weight
Context128K
Score66

Knowledge

DeepSeek V3.2

Claude 4.1 Opus Thinking

35.8

DeepSeek V3.2

81.8

38
MMLU
84
37
GPQA
83
35
SuperGPQA
81
33
OpenBookQA
79

Coding

DeepSeek V3.2

Claude 4.1 Opus Thinking

30

DeepSeek V3.2

76

30
HumanEval
76

Mathematics

DeepSeek V3.2

Claude 4.1 Opus Thinking

37

DeepSeek V3.2

83

38
AIME 2023
84
40
AIME 2024
86
39
AIME 2025
85
34
HMMT Feb 2023
80
36
HMMT Feb 2024
82
35
HMMT Feb 2025
81
37
BRUMO 2025
83

Reasoning

DeepSeek V3.2

Claude 4.1 Opus Thinking

35

DeepSeek V3.2

80

36
SimpleQA
81
34
MuSR
79

Frequently Asked Questions

Which is better, Claude 4.1 Opus Thinking or DeepSeek V3.2?

DeepSeek V3.2 scores higher overall with 66 vs 29, a difference of 37 points across all benchmarks.

Which is better for knowledge tasks, Claude 4.1 Opus Thinking or DeepSeek V3.2?

DeepSeek V3.2 leads in knowledge tasks with an average score of 81.8 vs 35.8.

Which is better for coding, Claude 4.1 Opus Thinking or DeepSeek V3.2?

DeepSeek V3.2 leads in coding with an average score of 76 vs 30.

Which is better for math, Claude 4.1 Opus Thinking or DeepSeek V3.2?

DeepSeek V3.2 leads in math with an average score of 83 vs 37.

Which is better for reasoning, Claude 4.1 Opus Thinking or DeepSeek V3.2?

DeepSeek V3.2 leads in reasoning with an average score of 80 vs 35.

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