DeepSeek Coder 2.0 vs Qwen3 235B 2507 (Reasoning)

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 31 (33 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 (Reasoning)

37.8

80
MMLU
40
79
GPQA
39
77
SuperGPQA
37
75
OpenBookQA
35

Coding

DeepSeek Coder 2.0

DeepSeek Coder 2.0

82

Qwen3 235B 2507 (Reasoning)

32

82
HumanEval
32

Mathematics

DeepSeek Coder 2.0

DeepSeek Coder 2.0

80

Qwen3 235B 2507 (Reasoning)

39

81
AIME 2023
40
83
AIME 2024
42
82
AIME 2025
41
77
HMMT Feb 2023
36
79
HMMT Feb 2024
38
78
HMMT Feb 2025
37
80
BRUMO 2025
39

Reasoning

DeepSeek Coder 2.0

DeepSeek Coder 2.0

77

Qwen3 235B 2507 (Reasoning)

37

78
SimpleQA
38
76
MuSR
36

Frequently Asked Questions

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

DeepSeek Coder 2.0 scores higher overall with 64 vs 31, a difference of 33 points across all benchmarks.

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

DeepSeek Coder 2.0 leads in knowledge tasks with an average score of 77.8 vs 37.8.

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

DeepSeek Coder 2.0 leads in coding with an average score of 82 vs 32.

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

DeepSeek Coder 2.0 leads in math with an average score of 80 vs 39.

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

DeepSeek Coder 2.0 leads in reasoning with an average score of 77 vs 37.