DeepSeek V3.2 (Thinking) vs GLM-4.5-Air

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

Quick Verdict

DeepSeek V3.2 (Thinking) wins overall with a score of 69 vs 26 (43 point difference).DeepSeek V3.2 (Thinking) wins 4 out of 4 categories.

Knowledge

DeepSeek V3.2 (Thinking)

DeepSeek V3.2 (Thinking)

84

GLM-4.5-Air

32.8

87
MMLU
35
85
GPQA
34
83
SuperGPQA
32
81
OpenBookQA
30

Coding

DeepSeek V3.2 (Thinking)

DeepSeek V3.2 (Thinking)

79

GLM-4.5-Air

27

79
HumanEval
27

Mathematics

DeepSeek V3.2 (Thinking)

DeepSeek V3.2 (Thinking)

86

GLM-4.5-Air

34

87
AIME 2023
35
89
AIME 2024
37
88
AIME 2025
36
83
HMMT Feb 2023
31
85
HMMT Feb 2024
33
84
HMMT Feb 2025
32
86
BRUMO 2025
34

Reasoning

DeepSeek V3.2 (Thinking)

DeepSeek V3.2 (Thinking)

82

GLM-4.5-Air

32

83
SimpleQA
33
81
MuSR
31

Frequently Asked Questions

Which is better, DeepSeek V3.2 (Thinking) or GLM-4.5-Air?

DeepSeek V3.2 (Thinking) scores higher overall with 69 vs 26, a difference of 43 points across all benchmarks.

Which is better for knowledge tasks, DeepSeek V3.2 (Thinking) or GLM-4.5-Air?

DeepSeek V3.2 (Thinking) leads in knowledge tasks with an average score of 84 vs 32.8.

Which is better for coding, DeepSeek V3.2 (Thinking) or GLM-4.5-Air?

DeepSeek V3.2 (Thinking) leads in coding with an average score of 79 vs 27.

Which is better for math, DeepSeek V3.2 (Thinking) or GLM-4.5-Air?

DeepSeek V3.2 (Thinking) leads in math with an average score of 86 vs 34.

Which is better for reasoning, DeepSeek V3.2 (Thinking) or GLM-4.5-Air?

DeepSeek V3.2 (Thinking) leads in reasoning with an average score of 82 vs 32.