Gemini 3.1 Flash-Lite vs Inkling (Xhigh)

Gemini 3.1 Flash-Lite vs Inkling (Xhigh). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

GoogleGemini 3.1 Flash-LiteOff the frontier
Intelligence
15.60
Total cost
$156
Thinking MachinesInkling (Xhigh)Not ranked · benchmark data missing
Intelligence
25.00
Total cost
-
Verdict

Comparison incomplete

A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

MetricGemini 3.1 Flash-LiteInkling (Xhigh)Difference
Intelligence (higher is better)15.625.0+60.3% Inkling (Xhigh) is 60.3% more intelligent
Total AA cost (lower is better)$155.87Not reported— not comparable
End-to-end time (lower is better)6.15s14.41s+134.3% Inkling (Xhigh) is 134.3% slower
Price per 1M tokens (in / out)$0.25 / $1.50$1.00 / $4.05
Input modalitiesText, Image, Speech, VideoText, Image, Speech
Open this matchup in the interactive pickerGemini 3.1 Flash-Lite: what beats itInkling (Xhigh): what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-3-1-flash-lite-preview/inkling · Markdown: /api/v1/compare/gemini-3-1-flash-lite-preview/inkling?format=md · llms.txt · agent skill