GPT-4.1 nano vs LongCat Flash Lite

GPT-4.1 nano vs LongCat Flash Lite. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

OpenAIGPT-4.1 nanoNot ranked · benchmark data missing
Intelligence
7.80
Total cost
-
LongCatLongCat Flash LiteNot ranked · benchmark data missing
Intelligence
11.50
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.

MetricGPT-4.1 nanoLongCat Flash LiteDifference
Intelligence (higher is better)7.811.5+47.4% LongCat Flash Lite is 47.4% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)2.96sNot reported— not comparable
Price per 1M tokens (in / out)$0.10 / $0.40—
Input modalitiesText, ImageText
Open this matchup in the interactive pickerGPT-4.1 nano: what beats itLongCat Flash Lite: what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-4-1-nano/longcat-flash-lite · Markdown: /api/v1/compare/gpt-4-1-nano/longcat-flash-lite?format=md · llms.txt · agent skill