KAT-Coder-Pro V1 vs Qwen3 14B (Non-reasoning)

KAT-Coder-Pro V1 vs Qwen3 14B (Non-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 14B (Non-reasoning)Not ranked · benchmark data missing
Intelligence
6.70
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 14B (Non-reasoning)Difference
Intelligence (higher is better)18.66.7−64.0% Qwen3 14B (Non-reason… is 64.0% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reported7.03s— not comparable
Price per 1M tokens (in / out)—$0.12 / $0.24
Input modalitiesTextText
Open this matchup in the interactive pickerKAT-Coder-Pro V1: what beats itQwen3 14B (Non-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/qwen3-14b-instruct · Markdown: /api/v1/compare/kat-coder-pro-v1/qwen3-14b-instruct?format=md · llms.txt · agent skill