Gemma 4 26B A4B (Reasoning) vs KAT-Coder-Pro V1

Gemma 4 26B A4B (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.

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 4 26B A4B (Reasoning)KAT-Coder-Pro V1Difference
Intelligence (higher is better)16.718.6+11.4% KAT-Coder-Pro V1 is 11.4% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)30.07sNot reported— not comparable
Price per 1M tokens (in / out)$0.10 / $0.34—
Input modalitiesText, Image, VideoText
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemma-4-26b-a4b/kat-coder-pro-v1 · Markdown: /api/v1/compare/gemma-4-26b-a4b/kat-coder-pro-v1?format=md · llms.txt · agent skill