DeepSeek Coder 2.0 vs Llama 4 Behemoth

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 39 (25 point difference).DeepSeek Coder 2.0 wins 4 out of 4 categories.

Knowledge

DeepSeek Coder 2.0

DeepSeek Coder 2.0

77.8

Llama 4 Behemoth

45.8

80
MMLU
48
79
GPQA
47
77
SuperGPQA
45
75
OpenBookQA
43

Coding

DeepSeek Coder 2.0

DeepSeek Coder 2.0

82

Llama 4 Behemoth

40

82
HumanEval
40

Mathematics

DeepSeek Coder 2.0

DeepSeek Coder 2.0

80

Llama 4 Behemoth

47

81
AIME 2023
48
83
AIME 2024
50
82
AIME 2025
49
77
HMMT Feb 2023
44
79
HMMT Feb 2024
46
78
HMMT Feb 2025
45
80
BRUMO 2025
47

Reasoning

DeepSeek Coder 2.0

DeepSeek Coder 2.0

77

Llama 4 Behemoth

45

78
SimpleQA
46
76
MuSR
44

Frequently Asked Questions

Which is better, DeepSeek Coder 2.0 or Llama 4 Behemoth?

DeepSeek Coder 2.0 scores higher overall with 64 vs 39, a difference of 25 points across all benchmarks.

Which is better for knowledge tasks, DeepSeek Coder 2.0 or Llama 4 Behemoth?

DeepSeek Coder 2.0 leads in knowledge tasks with an average score of 77.8 vs 45.8.

Which is better for coding, DeepSeek Coder 2.0 or Llama 4 Behemoth?

DeepSeek Coder 2.0 leads in coding with an average score of 82 vs 40.

Which is better for math, DeepSeek Coder 2.0 or Llama 4 Behemoth?

DeepSeek Coder 2.0 leads in math with an average score of 80 vs 47.

Which is better for reasoning, DeepSeek Coder 2.0 or Llama 4 Behemoth?

DeepSeek Coder 2.0 leads in reasoning with an average score of 77 vs 45.