Gemini 2.5 Flash (Non-reasoning) vs LongCat 2.0

Gemini 2.5 Flash (Non-reasoning) 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.

GoogleGemini 2.5 Flash (Non-reasoning)Not ranked · benchmark data missing
Intelligence
9.90
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.

MetricGemini 2.5 Flash (Non-reasoning)LongCat 2.0Difference
Intelligence (higher is better)9.919.1+92.9% LongCat 2.0 is 92.9% more intelligent
Total AA cost (lower is better)Not reported$544.74— not comparable
End-to-end time (lower is better)2.85s35.51s+1146.0% LongCat 2.0 is 1146.0% slower
Price per 1M tokens (in / out)$0.30 / $2.50$0.75 / $2.95
Input modalitiesText, Image, Speech, VideoText
Open this matchup in the interactive pickerGemini 2.5 Flash (Non-reasoning): 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/gemini-2-5-flash/longcat-2-0 · Markdown: /api/v1/compare/gemini-2-5-flash/longcat-2-0?format=md · llms.txt · agent skill