DeepSeekMath V2 vs Llama 3 70B

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

Quick Verdict

DeepSeekMath V2 wins overall with a score of 64 vs 48 (16 point difference).DeepSeekMath V2 wins 4 out of 4 categories.

Knowledge

DeepSeekMath V2

DeepSeekMath V2

77.8

Llama 3 70B

56.5

80
MMLU
58
79
GPQA
58
77
SuperGPQA
56
75
OpenBookQA
54

Coding

DeepSeekMath V2

DeepSeekMath V2

72

Llama 3 70B

50

72
HumanEval
50

Mathematics

DeepSeekMath V2

DeepSeekMath V2

79

Llama 3 70B

57

80
AIME 2023
58
82
AIME 2024
60
81
AIME 2025
59
76
HMMT Feb 2023
54
78
HMMT Feb 2024
56
77
HMMT Feb 2025
55
79
BRUMO 2025
57

Reasoning

DeepSeekMath V2

DeepSeekMath V2

76

Llama 3 70B

55

77
SimpleQA
56
75
MuSR
54

Frequently Asked Questions

Which is better, DeepSeekMath V2 or Llama 3 70B?

DeepSeekMath V2 scores higher overall with 64 vs 48, a difference of 16 points across all benchmarks.

Which is better for knowledge tasks, DeepSeekMath V2 or Llama 3 70B?

DeepSeekMath V2 leads in knowledge tasks with an average score of 77.8 vs 56.5.

Which is better for coding, DeepSeekMath V2 or Llama 3 70B?

DeepSeekMath V2 leads in coding with an average score of 72 vs 50.

Which is better for math, DeepSeekMath V2 or Llama 3 70B?

DeepSeekMath V2 leads in math with an average score of 79 vs 57.

Which is better for reasoning, DeepSeekMath V2 or Llama 3 70B?

DeepSeekMath V2 leads in reasoning with an average score of 76 vs 55.