Claude 4.1 Opus Thinking vs DeepSeek V3.2 (Thinking)

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

Quick Verdict

DeepSeek V3.2 (Thinking) wins overall with a score of 69 vs 29 (40 point difference).DeepSeek V3.2 (Thinking) wins 4 out of 4 categories.

Knowledge

DeepSeek V3.2 (Thinking)

Claude 4.1 Opus Thinking

35.8

DeepSeek V3.2 (Thinking)

84

38
MMLU
87
37
GPQA
85
35
SuperGPQA
83
33
OpenBookQA
81

Coding

DeepSeek V3.2 (Thinking)

Claude 4.1 Opus Thinking

30

DeepSeek V3.2 (Thinking)

79

30
HumanEval
79

Mathematics

DeepSeek V3.2 (Thinking)

Claude 4.1 Opus Thinking

37

DeepSeek V3.2 (Thinking)

86

38
AIME 2023
87
40
AIME 2024
89
39
AIME 2025
88
34
HMMT Feb 2023
83
36
HMMT Feb 2024
85
35
HMMT Feb 2025
84
37
BRUMO 2025
86

Reasoning

DeepSeek V3.2 (Thinking)

Claude 4.1 Opus Thinking

35

DeepSeek V3.2 (Thinking)

82

36
SimpleQA
83
34
MuSR
81

Frequently Asked Questions

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

DeepSeek V3.2 (Thinking) scores higher overall with 69 vs 29, a difference of 40 points across all benchmarks.

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

DeepSeek V3.2 (Thinking) leads in knowledge tasks with an average score of 84 vs 35.8.

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

DeepSeek V3.2 (Thinking) leads in coding with an average score of 79 vs 30.

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

DeepSeek V3.2 (Thinking) leads in math with an average score of 86 vs 37.

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

DeepSeek V3.2 (Thinking) leads in reasoning with an average score of 82 vs 35.