KAT-Coder-Pro V1 vs Phi-4 Mini Instruct

KAT-Coder-Pro V1 vs Phi-4 Mini Instruct. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

KwaiKATKAT-Coder-Pro V1Not ranked · benchmark data missing
Intelligence
18.60
Total cost
-
MicrosoftPhi-4 Mini InstructNot ranked · benchmark data missing
Intelligence
6.30
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.

MetricKAT-Coder-Pro V1Phi-4 Mini InstructDifference
Intelligence (higher is better)18.66.3−66.1% Phi-4 Mini Instruct is 66.1% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reported11.95s— not comparable
Price per 1M tokens (in / out)—$0.07 / $0.30
Input modalitiesTextText
Open this matchup in the interactive pickerKAT-Coder-Pro V1: what beats itPhi-4 Mini Instruct: what beats it
Matchup

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