Claude 4.1 Opus vs DeepSeek LLM 2.0

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

Quick Verdict

DeepSeek LLM 2.0 wins overall with a score of 63 vs 61 (2 point difference).DeepSeek LLM 2.0 wins 4 out of 4 categories.

Knowledge

DeepSeek LLM 2.0

Claude 4.1 Opus

74.5

DeepSeek LLM 2.0

76.8

76
MMLU
79
76
GPQA
78
74
SuperGPQA
76
72
OpenBookQA
74

Coding

DeepSeek LLM 2.0

Claude 4.1 Opus

68

DeepSeek LLM 2.0

73

68
HumanEval
73

Mathematics

DeepSeek LLM 2.0

Claude 4.1 Opus

75

DeepSeek LLM 2.0

79

76
AIME 2023
80
78
AIME 2024
82
77
AIME 2025
81
72
HMMT Feb 2023
76
74
HMMT Feb 2024
78
73
HMMT Feb 2025
77
75
BRUMO 2025
79

Reasoning

DeepSeek LLM 2.0

Claude 4.1 Opus

73

DeepSeek LLM 2.0

76

74
SimpleQA
77
72
MuSR
75

Frequently Asked Questions

Which is better, Claude 4.1 Opus or DeepSeek LLM 2.0?

DeepSeek LLM 2.0 scores higher overall with 63 vs 61, a difference of 2 points across all benchmarks.

Which is better for knowledge tasks, Claude 4.1 Opus or DeepSeek LLM 2.0?

DeepSeek LLM 2.0 leads in knowledge tasks with an average score of 76.8 vs 74.5.

Which is better for coding, Claude 4.1 Opus or DeepSeek LLM 2.0?

DeepSeek LLM 2.0 leads in coding with an average score of 73 vs 68.

Which is better for math, Claude 4.1 Opus or DeepSeek LLM 2.0?

DeepSeek LLM 2.0 leads in math with an average score of 79 vs 75.

Which is better for reasoning, Claude 4.1 Opus or DeepSeek LLM 2.0?

DeepSeek LLM 2.0 leads in reasoning with an average score of 76 vs 73.