Claude 3 Opus vs DeepSeek Coder 2.0

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

Quick Verdict

DeepSeek Coder 2.0 wins overall with a score of 64 vs 51 (13 point difference).DeepSeek Coder 2.0 wins 4 out of 4 categories.

Knowledge

DeepSeek Coder 2.0

Claude 3 Opus

59.5

DeepSeek Coder 2.0

77.8

61
MMLU
80
61
GPQA
79
59
SuperGPQA
77
57
OpenBookQA
75

Coding

DeepSeek Coder 2.0

Claude 3 Opus

53

DeepSeek Coder 2.0

82

53
HumanEval
82

Mathematics

DeepSeek Coder 2.0

Claude 3 Opus

60

DeepSeek Coder 2.0

80

61
AIME 2023
81
63
AIME 2024
83
62
AIME 2025
82
57
HMMT Feb 2023
77
59
HMMT Feb 2024
79
58
HMMT Feb 2025
78
60
BRUMO 2025
80

Reasoning

DeepSeek Coder 2.0

Claude 3 Opus

58

DeepSeek Coder 2.0

77

59
SimpleQA
78
57
MuSR
76

Frequently Asked Questions

Which is better, Claude 3 Opus or DeepSeek Coder 2.0?

DeepSeek Coder 2.0 scores higher overall with 64 vs 51, a difference of 13 points across all benchmarks.

Which is better for knowledge tasks, Claude 3 Opus or DeepSeek Coder 2.0?

DeepSeek Coder 2.0 leads in knowledge tasks with an average score of 77.8 vs 59.5.

Which is better for coding, Claude 3 Opus or DeepSeek Coder 2.0?

DeepSeek Coder 2.0 leads in coding with an average score of 82 vs 53.

Which is better for math, Claude 3 Opus or DeepSeek Coder 2.0?

DeepSeek Coder 2.0 leads in math with an average score of 80 vs 60.

Which is better for reasoning, Claude 3 Opus or DeepSeek Coder 2.0?

DeepSeek Coder 2.0 leads in reasoning with an average score of 77 vs 58.