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

GPT-6 Astra (Low) 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 (Low)Off the frontier
Intelligence
45.80
Total cost
$1537
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 (Low)KAT-Coder-Pro V1Difference
Intelligence (higher is better)45.818.6−59.4% KAT-Coder-Pro V1 is 59.4% less intelligent
Total AA cost (lower is better)$1,536.78Not reported— not comparable
End-to-end time (lower is better)11.63sNot 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 (Low): 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-low/kat-coder-pro-v1 · Markdown: /api/v1/compare/gpt-6-astra-low/kat-coder-pro-v1?format=md · llms.txt · agent skill