DeepSeek Coder 2.0 vs Gemini 1.5 Pro

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 54 (10 point difference).DeepSeek Coder 2.0 wins 4 out of 4 categories.

Knowledge

DeepSeek Coder 2.0

DeepSeek Coder 2.0

77.8

Gemini 1.5 Pro

62.5

80
MMLU
64
79
GPQA
64
77
SuperGPQA
62
75
OpenBookQA
60

Coding

DeepSeek Coder 2.0

DeepSeek Coder 2.0

82

Gemini 1.5 Pro

56

82
HumanEval
56

Mathematics

DeepSeek Coder 2.0

DeepSeek Coder 2.0

80

Gemini 1.5 Pro

63

81
AIME 2023
64
83
AIME 2024
66
82
AIME 2025
65
77
HMMT Feb 2023
60
79
HMMT Feb 2024
62
78
HMMT Feb 2025
61
80
BRUMO 2025
63

Reasoning

DeepSeek Coder 2.0

DeepSeek Coder 2.0

77

Gemini 1.5 Pro

61

78
SimpleQA
62
76
MuSR
60

Frequently Asked Questions

Which is better, DeepSeek Coder 2.0 or Gemini 1.5 Pro?

DeepSeek Coder 2.0 scores higher overall with 64 vs 54, a difference of 10 points across all benchmarks.

Which is better for knowledge tasks, DeepSeek Coder 2.0 or Gemini 1.5 Pro?

DeepSeek Coder 2.0 leads in knowledge tasks with an average score of 77.8 vs 62.5.

Which is better for coding, DeepSeek Coder 2.0 or Gemini 1.5 Pro?

DeepSeek Coder 2.0 leads in coding with an average score of 82 vs 56.

Which is better for math, DeepSeek Coder 2.0 or Gemini 1.5 Pro?

DeepSeek Coder 2.0 leads in math with an average score of 80 vs 63.

Which is better for reasoning, DeepSeek Coder 2.0 or Gemini 1.5 Pro?

DeepSeek Coder 2.0 leads in reasoning with an average score of 77 vs 61.