DeepSeek LLM 2.0 vs Llama 4 Scout

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 38 (25 point difference).DeepSeek LLM 2.0 wins 4 out of 4 categories.

Knowledge

DeepSeek LLM 2.0

DeepSeek LLM 2.0

76.8

Llama 4 Scout

44.8

79
MMLU
47
78
GPQA
46
76
SuperGPQA
44
74
OpenBookQA
42

Coding

DeepSeek LLM 2.0

DeepSeek LLM 2.0

73

Llama 4 Scout

39

73
HumanEval
39

Mathematics

DeepSeek LLM 2.0

DeepSeek LLM 2.0

79

Llama 4 Scout

46

80
AIME 2023
47
82
AIME 2024
49
81
AIME 2025
48
76
HMMT Feb 2023
43
78
HMMT Feb 2024
45
77
HMMT Feb 2025
44
79
BRUMO 2025
46

Reasoning

DeepSeek LLM 2.0

DeepSeek LLM 2.0

76

Llama 4 Scout

44

77
SimpleQA
45
75
MuSR
43

Frequently Asked Questions

Which is better, DeepSeek LLM 2.0 or Llama 4 Scout?

DeepSeek LLM 2.0 scores higher overall with 63 vs 38, a difference of 25 points across all benchmarks.

Which is better for knowledge tasks, DeepSeek LLM 2.0 or Llama 4 Scout?

DeepSeek LLM 2.0 leads in knowledge tasks with an average score of 76.8 vs 44.8.

Which is better for coding, DeepSeek LLM 2.0 or Llama 4 Scout?

DeepSeek LLM 2.0 leads in coding with an average score of 73 vs 39.

Which is better for math, DeepSeek LLM 2.0 or Llama 4 Scout?

DeepSeek LLM 2.0 leads in math with an average score of 79 vs 46.

Which is better for reasoning, DeepSeek LLM 2.0 or Llama 4 Scout?

DeepSeek LLM 2.0 leads in reasoning with an average score of 76 vs 44.