Claude Sonnet 5 (Xhigh) vs Gemma 4 26B A4B (Non-reasoning)

Claude Sonnet 5 (Xhigh) vs Gemma 4 26B A4B (Non-reasoning). 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.

MetricClaude Sonnet 5 (Xhigh)Gemma 4 26B A4B (Non-reasoning)Difference
Intelligence (higher is better)34.413.1−61.9% Gemma 4 26B A4B (Non-… is 61.9% less intelligent
Total AA cost (lower is better)$3,255.40Not reported— not comparable
End-to-end time (lower is better)30.12s5.07s−83.2% Gemma 4 26B A4B (Non-… is 83.2% faster
Price per 1M tokens (in / out)$2.00 / $10.0$0.12 / $0.40
Input modalitiesText, ImageText, Image, Video
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-sonnet-5-xhigh/gemma-4-26b-a4b-non-reasoning · Markdown: /api/v1/compare/claude-sonnet-5-xhigh/gemma-4-26b-a4b-non-reasoning?format=md · llms.txt · agent skill