DeepSeek V3.2 Speciale vs Z.AI: GLM 4 32B
Compare DeepSeek V3.2 Speciale by DeepSeek against Z.AI: GLM 4 32B by Zhipu AI, context windows of 131K vs 128K, tested across 51 shared challenges.
Our Verdict
DeepSeek V3.2 Speciale
Z.AI: GLM 4 32B
No community votes yet. On paper, these are closely matched - try both with your actual task to see which fits your workflow.
Z.AI: GLM 4 32B is 4.2x cheaper per token — worth considering if cost matters.
Too close to call
API pricing
Cost per 1M tokens
DeepSeek V3.2 Speciale
Input
$0.28
Output
$0.42
Z.AI: GLM 4 32B
Input
$0.10
2.8× cheaper
Output
$0.10
4.2× cheaper
Z.AI: GLM 4 32B is cheaper on both — 2.8× input, 4.2× output
Writing DNA
Style Comparison
Similarity
66%
DeepSeek V3.2 Speciale uses 10.9x more emoji
DeepSeek V3.2 Speciale
Z.AI: GLM 4 32B
45%Vocabulary53%
15wSentence Length15w
0.97Hedging0.83
3.2Bold5.8
3.5Lists4.6
0.11Emoji0.00
0.42Headings0.35
0.28Transitions0.04
Based on 21 + 17 text responses
Research
What we learned reading every model
FAQ
