DeepSeek Coder 2.0 vs Qwen3 235B 2507

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 30 (34 point difference).DeepSeek Coder 2.0 wins 4 out of 4 categories.

Knowledge

DeepSeek Coder 2.0

DeepSeek Coder 2.0

77.8

Qwen3 235B 2507

36.8

80
MMLU
39
79
GPQA
38
77
SuperGPQA
36
75
OpenBookQA
34

Coding

DeepSeek Coder 2.0

DeepSeek Coder 2.0

82

Qwen3 235B 2507

31

82
HumanEval
31

Mathematics

DeepSeek Coder 2.0

DeepSeek Coder 2.0

80

Qwen3 235B 2507

38

81
AIME 2023
39
83
AIME 2024
41
82
AIME 2025
40
77
HMMT Feb 2023
35
79
HMMT Feb 2024
37
78
HMMT Feb 2025
36
80
BRUMO 2025
38

Reasoning

DeepSeek Coder 2.0

DeepSeek Coder 2.0

77

Qwen3 235B 2507

36

78
SimpleQA
37
76
MuSR
35

Frequently Asked Questions

Which is better, DeepSeek Coder 2.0 or Qwen3 235B 2507?

DeepSeek Coder 2.0 scores higher overall with 64 vs 30, a difference of 34 points across all benchmarks.

Which is better for knowledge tasks, DeepSeek Coder 2.0 or Qwen3 235B 2507?

DeepSeek Coder 2.0 leads in knowledge tasks with an average score of 77.8 vs 36.8.

Which is better for coding, DeepSeek Coder 2.0 or Qwen3 235B 2507?

DeepSeek Coder 2.0 leads in coding with an average score of 82 vs 31.

Which is better for math, DeepSeek Coder 2.0 or Qwen3 235B 2507?

DeepSeek Coder 2.0 leads in math with an average score of 80 vs 38.

Which is better for reasoning, DeepSeek Coder 2.0 or Qwen3 235B 2507?

DeepSeek Coder 2.0 leads in reasoning with an average score of 77 vs 36.