Google: Gemini 3.1 Flash Lite vs Thinking Machines: Inkling
Compare Google: Gemini 3.1 Flash Lite by Google AI against Thinking Machines: Inkling by Thinking Machines, context windows of 1.0M vs 1.0M, tested across 54 shared challenges.
Our Verdict
Thinking Machines: Inkling
Google: Gemini 3.1 Flash LiteRunner-up
No community votes yet. On paper, Thinking Machines: Inkling has the edge — bigger model tier, newer.
Too close to call
API pricing
Cost per 1M tokens
Google: Gemini 3.1 Flash Lite
Input
$0.25
4.0× cheaper
Output
$1.50
2.7× cheaper
Thinking Machines: Inkling
Input
$1.00
Output
$4.05
Google: Gemini 3.1 Flash Lite is cheaper on both — 4.0× input, 2.7× output
Writing DNA
Style Comparison
Similarity
59%
Thinking Machines: Inkling uses 3.9x more emoji
Google: Gemini 3.1 Flash Lite
Thinking Machines: Inkling
59%Vocabulary57%
17wSentence Length19w
0.29Hedging0.30
5.5Bold5.0
3.3Lists2.7
0.00Emoji0.04
0.93Headings0.49
0.11Transitions0.06
Based on 27 + 27 text responses
Research
What we learned reading every model
FAQ
