DeepSeek Coder 2.0 vs Gemma 3 27B

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 36 (28 point difference).DeepSeek Coder 2.0 wins 4 out of 4 categories.

Knowledge

DeepSeek Coder 2.0

DeepSeek Coder 2.0

77.8

Gemma 3 27B

42.8

80
MMLU
45
79
GPQA
44
77
SuperGPQA
42
75
OpenBookQA
40

Coding

DeepSeek Coder 2.0

DeepSeek Coder 2.0

82

Gemma 3 27B

37

82
HumanEval
37

Mathematics

DeepSeek Coder 2.0

DeepSeek Coder 2.0

80

Gemma 3 27B

44

81
AIME 2023
45
83
AIME 2024
47
82
AIME 2025
46
77
HMMT Feb 2023
41
79
HMMT Feb 2024
43
78
HMMT Feb 2025
42
80
BRUMO 2025
44

Reasoning

DeepSeek Coder 2.0

DeepSeek Coder 2.0

77

Gemma 3 27B

42

78
SimpleQA
43
76
MuSR
41

Frequently Asked Questions

Which is better, DeepSeek Coder 2.0 or Gemma 3 27B?

DeepSeek Coder 2.0 scores higher overall with 64 vs 36, a difference of 28 points across all benchmarks.

Which is better for knowledge tasks, DeepSeek Coder 2.0 or Gemma 3 27B?

DeepSeek Coder 2.0 leads in knowledge tasks with an average score of 77.8 vs 42.8.

Which is better for coding, DeepSeek Coder 2.0 or Gemma 3 27B?

DeepSeek Coder 2.0 leads in coding with an average score of 82 vs 37.

Which is better for math, DeepSeek Coder 2.0 or Gemma 3 27B?

DeepSeek Coder 2.0 leads in math with an average score of 80 vs 44.

Which is better for reasoning, DeepSeek Coder 2.0 or Gemma 3 27B?

DeepSeek Coder 2.0 leads in reasoning with an average score of 77 vs 42.