DeepSeek V3.2 vs Gemini 3.1 Pro Preview
Compare DeepSeek V3.2 by DeepSeek against Gemini 3.1 Pro Preview by Google AI, context windows of 131K vs 1.0M, tested across 53 shared challenges.
Our Verdict
Gemini 3.1 Pro Preview
DeepSeek V3.2Runner-up
No community votes yet. On paper, Gemini 3.1 Pro Preview has the edge — bigger model tier, newer, bigger context window.
DeepSeek V3.2 is 29x cheaper per token — worth considering if cost matters.
Slight edge
API pricing
Cost per 1M tokens
DeepSeek V3.2
Input
$0.28
7.1× cheaper
Output
$0.42
29× cheaper
Gemini 3.1 Pro Preview
Input
$2.00
Output
$12.00
DeepSeek V3.2 is cheaper on both — 7.1× input, 29× output
Writing DNA
Style Comparison
Similarity
46%
DeepSeek V3.2 uses 2.0x more hedging
DeepSeek V3.2
Gemini 3.1 Pro Preview
52%Vocabulary54%
31wSentence Length18w
0.58Hedging0.29
6.3Bold4.9
5.4Lists3.3
0.00Emoji0.00
0.80Headings0.72
0.13Transitions0.14
Based on 24 + 23 text responses
Research
What we learned reading every model
FAQ
