KAT Coder Pro V2 vs o1-pro

KAT Coder Pro V2 vs o1-pro. 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 V2Not ranked · benchmark data missing
Intelligence
34.50
Total cost
-
OpenAIo1-proNot ranked · benchmark data missing
Intelligence
19.10
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 V2o1-proDifference
Intelligence (higher is better)34.519.1−44.6% o1-pro is 44.6% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)6.47sNot reported— not comparable
Price per 1M tokens (in / out)$0.30 / $1.20$150 / $600
Input modalitiesNot reportedNot reported
Open this matchup in the interactive pickerKAT Coder Pro V2: what beats ito1-pro: what beats it
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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/kat-coder-pro-v2/o1-pro · Markdown: /api/v1/compare/kat-coder-pro-v2/o1-pro?format=md · llms.txt · agent skill