DeepSeek V3.2
Nothing here. The model returned empty. We stared at it for a while.
DeepSeek V3.2 vs GPT-5 Codex
Compare DeepSeek V3.2 by DeepSeek against GPT-5 Codex by OpenAI, tested across 50 shared challenges. Updated April 2026.
Which is better, DeepSeek V3.2 or GPT-5 Codex?
DeepSeek V3.2 and GPT-5 Codex are both competitive models. Compare their real outputs side by side below.
Key Differences Between DeepSeek V3.2 and GPT-5 Codex
DeepSeek V3.2 is made by deepseek while GPT-5 Codex is from openai.
Our Verdict
DeepSeek V3.2
GPT-5 Codex
No community votes yet. On paper, these are closely matched - try both with your actual task to see which fits your workflow.
Too close to call
Writing DNA
Style Comparison
Similarity
93%
GPT-5 Codex uses 14.6x more emoji
DeepSeek V3.2
GPT-5 Codex
52%Vocabulary64%
31wSentence Length17w
0.58Hedging0.38
6.3Bold2.3
5.4Lists3.5
0.00Emoji0.15
0.80Headings0.49
0.13Transitions0.05
Based on 24 + 13 text responses
vsAsk them anything yourself
Some models write identically. You are paying for the brand.
178 models fingerprinted across 32 writing dimensions. Free research.
Model Similarity Index
185x
price gap between models that write identically
178
models
12
clone pairs
32
dimensions
Devstral M / S
95.7%
Qwen3 Coder / Flash
95.6%
GPT-5.4 / Mini
93.3%
279 AI models invented the same fake scientist.
We read every word. 250 models. 2.14 million words. This is what we found.
Free preview13 of 58 slides
FAQ