KAT-Coder-Pro V1 vs Qwen3.5 9B (Reasoning)

KAT-Coder-Pro V1 vs Qwen3.5 9B (Reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

KwaiKATKAT-Coder-Pro V1Not ranked · benchmark data missing
Intelligence
18.60
Total cost
-
AlibabaQwen3.5 9B (Reasoning)Not ranked · benchmark data missing
Intelligence
13.70
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.

MetricKAT-Coder-Pro V1Qwen3.5 9B (Reasoning)Difference
Intelligence (higher is better)18.613.7−26.3% Qwen3.5 9B (Reasoning) is 26.3% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reported32.49s— not comparable
Price per 1M tokens (in / out)—$0.14 / $0.20
Input modalitiesNot reportedNot reported
Open this matchup in the interactive pickerKAT-Coder-Pro V1: what beats itQwen3.5 9B (Reasoning): what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/kat-coder-pro-v1/qwen3-5-9b · Markdown: /api/v1/compare/kat-coder-pro-v1/qwen3-5-9b?format=md · llms.txt · agent skill