DeepSeek V3.2 vs GPT-5.4
Compare DeepSeek V3.2 by DeepSeek against GPT-5.4 by OpenAI, in 7 community votes, gpt-5.4 wins 100% of head-to-head duels, context windows of 131K vs 1.1M, tested across 53 shared challenges.
Image Generation: GPT-5.4 wins 100% of votes
Our Verdict
GPT-5.4Winner
DeepSeek V3.2Runner-up
Pick GPT-5.4. In 7 blind votes, GPT-5.4 wins 100% of the time. That's not luck.
GPT-5.4 particularly excels in Image Generation. DeepSeek V3.2 is 36x cheaper per token — worth considering if cost matters.
Clear winner
API pricing
Cost per 1M tokens
DeepSeek V3.2
Input
$0.28
8.9× cheaper
Output
$0.42
36× cheaper
GPT-5.4
Input
$2.50
Output
$15.00
DeepSeek V3.2 is cheaper on both — 8.9× input, 36× output
Writing DNA
Style Comparison
Similarity
74%
DeepSeek V3.2 uses 7.2x more transitions
DeepSeek V3.2
GPT-5.4
52%Vocabulary54%
31wSentence Length28w
0.58Hedging0.69
6.3Bold4.1
5.4Lists8.1
0.00Emoji0.00
0.80Headings1.84
0.13Transitions0.02
Based on 24 + 22 text responses
Research
What we learned reading every model
FAQ
