Gemini 3.8 Flash (Medium) vs Inkling (Xhigh)

Gemini 3.8 Flash (Medium) 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 3.8 Flash (Medium)Off the frontier
Intelligence
39.80
Total cost
$1100
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 3.8 Flash (Medium)Inkling (Xhigh)Difference
Intelligence (higher is better)39.825.0−37.2% Inkling (Xhigh) is 37.2% less intelligent
Total AA cost (lower is better)$1,100.06Not reported— not comparable
End-to-end time (lower is better)Not reported14.41s— not comparable
Price per 1M tokens (in / out)$0.75 / $3.75$1.00 / $4.05
Input modalitiesText, Image, Speech, VideoText, Image, Speech
Open this matchup in the interactive pickerGemini 3.8 Flash (Medium): what beats itInkling (Xhigh): what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-3-8-flash-medium/inkling · Markdown: /api/v1/compare/gemini-3-8-flash-medium/inkling?format=md · llms.txt · agent skill