Ling-3.0-flash-VL vs LongCat 2.0

Ling-3.0-flash-VL vs LongCat 2.0. 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
-
LongCatLongCat 2.0Off the frontier
Intelligence
19.10
Total cost
$545
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-VLLongCat 2.0Difference
Intelligence (higher is better)24.619.1−22.4% LongCat 2.0 is 22.4% less intelligent
Total AA cost (lower is better)Not reported$544.74— not comparable
End-to-end time (lower is better)Not reported35.69s— not comparable
Price per 1M tokens (in / out)—$0.75 / $2.95
Input modalitiesText, Image, VideoText
Open this matchup in the interactive pickerLing-3.0-flash-VL: what beats itLongCat 2.0: 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/longcat-2-0 · Markdown: /api/v1/compare/ling-3-0-flash-vl/longcat-2-0?format=md · llms.txt · agent skill