Claude 4.5 Haiku (Reasoning) vs KAT-Coder-Pro V1

Claude 4.5 Haiku (Reasoning) 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 4.5 Haiku (Reasoning)Off the frontier
Intelligence
16.90
Total cost
$594
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.

MetricClaude 4.5 Haiku (Reasoning)KAT-Coder-Pro V1Difference
Intelligence (higher is better)16.918.6+10.1% KAT-Coder-Pro V1 is 10.1% more intelligent
Total AA cost (lower is better)$594.08Not reported— not comparable
End-to-end time (lower is better)23.18sNot reported— not comparable
Price per 1M tokens (in / out)$1.00 / $5.00—
Input modalitiesText, ImageText
Open this matchup in the interactive pickerClaude 4.5 Haiku (Reasoning): 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-4-5-haiku-reasoning/kat-coder-pro-v1 · Markdown: /api/v1/compare/claude-4-5-haiku-reasoning/kat-coder-pro-v1?format=md · llms.txt · agent skill