DeepSeek-R1 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 35 (13 point difference).Llama 3 70B wins 4 out of 4 categories.

Knowledge

Llama 3 70B

DeepSeek-R1

41.8

Llama 3 70B

56.5

44
MMLU
58
43
GPQA
58
41
SuperGPQA
56
39
OpenBookQA
54

Coding

Llama 3 70B

DeepSeek-R1

36

Llama 3 70B

50

36
HumanEval
50

Mathematics

Llama 3 70B

DeepSeek-R1

43

Llama 3 70B

57

44
AIME 2023
58
46
AIME 2024
60
45
AIME 2025
59
40
HMMT Feb 2023
54
42
HMMT Feb 2024
56
41
HMMT Feb 2025
55
43
BRUMO 2025
57

Reasoning

Llama 3 70B

DeepSeek-R1

41

Llama 3 70B

55

42
SimpleQA
56
40
MuSR
54

Frequently Asked Questions

Which is better, DeepSeek-R1 or Llama 3 70B?

Llama 3 70B scores higher overall with 48 vs 35, a difference of 13 points across all benchmarks.

Which is better for knowledge tasks, DeepSeek-R1 or Llama 3 70B?

Llama 3 70B leads in knowledge tasks with an average score of 56.5 vs 41.8.

Which is better for coding, DeepSeek-R1 or Llama 3 70B?

Llama 3 70B leads in coding with an average score of 50 vs 36.

Which is better for math, DeepSeek-R1 or Llama 3 70B?

Llama 3 70B leads in math with an average score of 57 vs 43.

Which is better for reasoning, DeepSeek-R1 or Llama 3 70B?

Llama 3 70B leads in reasoning with an average score of 55 vs 41.