LongCat 2.0 vs Phi-4

LongCat 2.0 vs Phi-4. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

LongCatLongCat 2.0Off the frontier
Intelligence
19.10
Total cost
$545
MicrosoftPhi-4Not ranked · benchmark data missing
Intelligence
5.90
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.

MetricLongCat 2.0Phi-4Difference
Intelligence (higher is better)19.15.9−69.1% Phi-4 is 69.1% less intelligent
Total AA cost (lower is better)$544.74Not reported— not comparable
End-to-end time (lower is better)35.54s15.51s−56.4% Phi-4 is 56.4% faster
Price per 1M tokens (in / out)$0.75 / $2.95$0.13 / $0.50
Input modalitiesTextText
Open this matchup in the interactive pickerLongCat 2.0: what beats itPhi-4: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/longcat-2-0/phi-4 · Markdown: /api/v1/compare/longcat-2-0/phi-4?format=md · llms.txt · agent skill