Ling-3.0-flash-VL vs Ling 3.1 Flash

Ling-3.0-flash-VL vs Ling 3.1 Flash. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

InclusionAILing-3.0-flash-VLNot ranked · benchmark data missing
Intelligence
24.60
Total cost
-
InclusionAILing 3.1 FlashOff the frontier
Intelligence
41.10
Total cost
$1015
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.

MetricLing-3.0-flash-VLLing 3.1 FlashDifference
Intelligence (higher is better)24.641.1+67.1% Ling 3.1 Flash is 67.1% more intelligent
Total AA cost (lower is better)Not reported$1,014.56— not comparable
End-to-end time (lower is better)Not reported13.56s— not comparable
Price per 1M tokens (in / out)—$0.30 / $0.90
Input modalitiesText, Image, VideoText
Open this matchup in the interactive pickerLing-3.0-flash-VL: what beats itLing 3.1 Flash: what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/ling-3-0-flash-vl/ling-3-1-flash · Markdown: /api/v1/compare/ling-3-0-flash-vl/ling-3-1-flash?format=md · llms.txt · agent skill