GPT-6 Astra (Max) vs KAT-Coder-Pro V1

GPT-6 Astra (Max) vs KAT-Coder-Pro V1. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

OpenAIGPT-6 Astra (Max)Off the frontier
Intelligence
52.70
Total cost
$5324
KwaiKATKAT-Coder-Pro V1Not ranked · benchmark data missing
Intelligence
18.60
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 Astra (Max)KAT-Coder-Pro V1Difference
Intelligence (higher is better)52.718.6−64.7% KAT-Coder-Pro V1 is 64.7% less intelligent
Total AA cost (lower is better)$5,324.10Not reported— not comparable
End-to-end time (lower is better)275.53sNot reported— not comparable
Price per 1M tokens (in / out)$10.0 / $50.0—
Input modalitiesText, ImageText
Open this matchup in the interactive pickerGPT-6 Astra (Max): what beats itKAT-Coder-Pro V1: 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-astra/kat-coder-pro-v1 · Markdown: /api/v1/compare/gpt-6-astra/kat-coder-pro-v1?format=md · llms.txt · agent skill