GPT-6.1 Sol (Max) vs KAT Coder Pro V2

GPT-6.1 Sol (Max) vs KAT Coder Pro V2. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

OpenAIGPT-6.1 Sol (Max)On the frontier
Intelligence
51.80
Total cost
$1082
KwaiKATKAT Coder Pro V2Not ranked · benchmark data missing
Intelligence
21.70
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-6.1 Sol (Max)KAT Coder Pro V2Difference
Intelligence (higher is better)51.821.7−58.1% KAT Coder Pro V2 is 58.1% less intelligent
Total AA cost (lower is better)$1,081.55Not reported— not comparable
End-to-end time (lower is better)220.48sNot reported— not comparable
Price per 1M tokens (in / out)$2.00 / $10.0—
Input modalitiesText, ImageText
Open this matchup in the interactive pickerGPT-6.1 Sol (Max): what beats itKAT Coder Pro V2: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-6-1-sol/kat-coder-pro-v2 · Markdown: /api/v1/compare/gpt-6-1-sol/kat-coder-pro-v2?format=md · llms.txt · agent skill