DeepSeek V3.2 Exp vs Gemini 3.1 Pro Preview
Compare DeepSeek V3.2 Exp by DeepSeek against Gemini 3.1 Pro Preview by Google AI, context windows of 164K vs 1.0M, tested across 53 shared challenges.
Our Verdict
Gemini 3.1 Pro Preview
DeepSeek V3.2 ExpRunner-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 Exp is 30x cheaper per token — worth considering if cost matters.
Slight edge
API pricing
Cost per 1M tokens
DeepSeek V3.2 Exp
Input
$0.20
10× cheaper
Output
$0.40
30× cheaper
Gemini 3.1 Pro Preview
Input
$2.00
Output
$12.00
DeepSeek V3.2 Exp is cheaper on both — 10× input, 30× output
Writing DNA
Style Comparison
Similarity
42%
DeepSeek V3.2 Exp uses 1.5x more emoji
DeepSeek V3.2 Exp
Gemini 3.1 Pro Preview
55%Vocabulary54%
17wSentence Length18w
0.44Hedging0.29
5.8Bold4.9
4.2Lists3.3
0.02Emoji0.00
0.95Headings0.72
0.03Transitions0.14
Based on 20 + 23 text responses
Research
What we learned reading every model
FAQ
