Gemini 3.1 Flash-Lite vs Ling-3.0-flash-VL

Gemini 3.1 Flash-Lite vs Ling-3.0-flash-VL. 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
InclusionAILing-3.0-flash-VLNot ranked · benchmark data missing
Intelligence
24.60
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-LiteLing-3.0-flash-VLDifference
Intelligence (higher is better)15.624.6+57.7% Ling-3.0-flash-VL is 57.7% more intelligent
Total AA cost (lower is better)$155.87Not reported— not comparable
End-to-end time (lower is better)6.09sNot reported— not comparable
Price per 1M tokens (in / out)$0.25 / $1.50—
Input modalitiesText, Image, Speech, VideoText, Image, Video
Open this matchup in the interactive pickerGemini 3.1 Flash-Lite: what beats itLing-3.0-flash-VL: 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-3-1-flash-lite-preview/ling-3-0-flash-vl · Markdown: /api/v1/compare/gemini-3-1-flash-lite-preview/ling-3-0-flash-vl?format=md · llms.txt · agent skill