DeepSeek V3.1 vs Llama 3 70B

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

Quick Verdict

Llama 3 70B wins overall with a score of 48 vs 24 (24 point difference).Llama 3 70B wins 4 out of 4 categories.

Knowledge

Llama 3 70B

DeepSeek V3.1

30.8

Llama 3 70B

56.5

33
MMLU
58
32
GPQA
58
30
SuperGPQA
56
28
OpenBookQA
54

Coding

Llama 3 70B

DeepSeek V3.1

25

Llama 3 70B

50

25
HumanEval
50

Mathematics

Llama 3 70B

DeepSeek V3.1

32

Llama 3 70B

57

33
AIME 2023
58
35
AIME 2024
60
34
AIME 2025
59
29
HMMT Feb 2023
54
31
HMMT Feb 2024
56
30
HMMT Feb 2025
55
32
BRUMO 2025
57

Reasoning

Llama 3 70B

DeepSeek V3.1

30

Llama 3 70B

55

31
SimpleQA
56
29
MuSR
54

Frequently Asked Questions

Which is better, DeepSeek V3.1 or Llama 3 70B?

Llama 3 70B scores higher overall with 48 vs 24, a difference of 24 points across all benchmarks.

Which is better for knowledge tasks, DeepSeek V3.1 or Llama 3 70B?

Llama 3 70B leads in knowledge tasks with an average score of 56.5 vs 30.8.

Which is better for coding, DeepSeek V3.1 or Llama 3 70B?

Llama 3 70B leads in coding with an average score of 50 vs 25.

Which is better for math, DeepSeek V3.1 or Llama 3 70B?

Llama 3 70B leads in math with an average score of 57 vs 32.

Which is better for reasoning, DeepSeek V3.1 or Llama 3 70B?

Llama 3 70B leads in reasoning with an average score of 55 vs 30.