DeepSeek V3.2 vs Llama 3 70B

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

Quick Verdict

DeepSeek V3.2 wins overall with a score of 66 vs 48 (18 point difference).DeepSeek V3.2 wins 4 out of 4 categories.

Knowledge

DeepSeek V3.2

DeepSeek V3.2

81.8

Llama 3 70B

56.5

84
MMLU
58
83
GPQA
58
81
SuperGPQA
56
79
OpenBookQA
54

Coding

DeepSeek V3.2

DeepSeek V3.2

76

Llama 3 70B

50

76
HumanEval
50

Mathematics

DeepSeek V3.2

DeepSeek V3.2

83

Llama 3 70B

57

84
AIME 2023
58
86
AIME 2024
60
85
AIME 2025
59
80
HMMT Feb 2023
54
82
HMMT Feb 2024
56
81
HMMT Feb 2025
55
83
BRUMO 2025
57

Reasoning

DeepSeek V3.2

DeepSeek V3.2

80

Llama 3 70B

55

81
SimpleQA
56
79
MuSR
54

Frequently Asked Questions

Which is better, DeepSeek V3.2 or Llama 3 70B?

DeepSeek V3.2 scores higher overall with 66 vs 48, a difference of 18 points across all benchmarks.

Which is better for knowledge tasks, DeepSeek V3.2 or Llama 3 70B?

DeepSeek V3.2 leads in knowledge tasks with an average score of 81.8 vs 56.5.

Which is better for coding, DeepSeek V3.2 or Llama 3 70B?

DeepSeek V3.2 leads in coding with an average score of 76 vs 50.

Which is better for math, DeepSeek V3.2 or Llama 3 70B?

DeepSeek V3.2 leads in math with an average score of 83 vs 57.

Which is better for reasoning, DeepSeek V3.2 or Llama 3 70B?

DeepSeek V3.2 leads in reasoning with an average score of 80 vs 55.