Claude Opus 5 (Adaptive Reasoning, Medium Effort) vs KAT-Coder-Pro V1

Claude Opus 5 (Adaptive Reasoning, Medium Effort) 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.

AnthropicClaude Opus 5 (Adaptive Reasoning, Medium Effort)Off the frontier
Intelligence
58.60
Total cost
$1116
KwaiKATKAT-Coder-Pro V1Not ranked · benchmark data missing
Intelligence
28.90
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.

MetricClaude Opus 5 (Adaptive Reasoning, Medium Effort)KAT-Coder-Pro V1Difference
Intelligence (higher is better)58.628.9−50.7% KAT-Coder-Pro V1 is 50.7% less intelligent
Total AA cost (lower is better)$1,116.24Not reported— not comparable
End-to-end time (lower is better)16.10sNot reported— not comparable
Price per 1M tokens (in / out)$5.00 / $25.0—
Input modalitiesNot reportedNot reported
Open this matchup in the interactive pickerClaude Opus 5 (medium): 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/claude-opus-5-medium/kat-coder-pro-v1 · Markdown: /api/v1/compare/claude-opus-5-medium/kat-coder-pro-v1?format=md · llms.txt · agent skill