Gemma 3n E4B Instruct Preview (May '25) vs KAT-Coder-Pro V1

Gemma 3n E4B Instruct Preview (May '25) 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.

GoogleGemma 3n E4B Instruct Preview (May '25)Not ranked · benchmark data missing
Intelligence
5.80
Total cost
-
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.

MetricGemma 3n E4B Instruct Preview (May '25)KAT-Coder-Pro V1Difference
Intelligence (higher is better)5.818.6+220.7% KAT-Coder-Pro V1 is 3.2× more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reportedNot reported— not comparable
Input modalitiesText, Speech, VideoText
Open this matchup in the interactive pickerGemma 3n E4B Instruct Preview (May '25): 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/gemma-3n-e4b-preview-0520/kat-coder-pro-v1 · Markdown: /api/v1/compare/gemma-3n-e4b-preview-0520/kat-coder-pro-v1?format=md · llms.txt · agent skill