DeepSeek Coder 2.0 vs Mistral 7B v0.3

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

Quick Verdict

DeepSeek Coder 2.0 wins overall with a score of 64 vs 21 (43 point difference).DeepSeek Coder 2.0 wins 4 out of 4 categories.

Knowledge

DeepSeek Coder 2.0

DeepSeek Coder 2.0

77.8

Mistral 7B v0.3

27.8

80
MMLU
30
79
GPQA
29
77
SuperGPQA
27
75
OpenBookQA
25

Coding

DeepSeek Coder 2.0

DeepSeek Coder 2.0

82

Mistral 7B v0.3

22

82
HumanEval
22

Mathematics

DeepSeek Coder 2.0

DeepSeek Coder 2.0

80

Mistral 7B v0.3

29

81
AIME 2023
30
83
AIME 2024
32
82
AIME 2025
31
77
HMMT Feb 2023
26
79
HMMT Feb 2024
28
78
HMMT Feb 2025
27
80
BRUMO 2025
29

Reasoning

DeepSeek Coder 2.0

DeepSeek Coder 2.0

77

Mistral 7B v0.3

27

78
SimpleQA
28
76
MuSR
26

Frequently Asked Questions

Which is better, DeepSeek Coder 2.0 or Mistral 7B v0.3?

DeepSeek Coder 2.0 scores higher overall with 64 vs 21, a difference of 43 points across all benchmarks.

Which is better for knowledge tasks, DeepSeek Coder 2.0 or Mistral 7B v0.3?

DeepSeek Coder 2.0 leads in knowledge tasks with an average score of 77.8 vs 27.8.

Which is better for coding, DeepSeek Coder 2.0 or Mistral 7B v0.3?

DeepSeek Coder 2.0 leads in coding with an average score of 82 vs 22.

Which is better for math, DeepSeek Coder 2.0 or Mistral 7B v0.3?

DeepSeek Coder 2.0 leads in math with an average score of 80 vs 29.

Which is better for reasoning, DeepSeek Coder 2.0 or Mistral 7B v0.3?

DeepSeek Coder 2.0 leads in reasoning with an average score of 77 vs 27.