Claude Opus 5 (High) vs Gemma 4 26B A4B (Non-reasoning)

Claude Opus 5 (High) 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 Opus 5 (High)Gemma 4 26B A4B (Non-reasoning)Difference
Intelligence (higher is better)48.113.1−72.8% Gemma 4 26B A4B (Non-… is 72.8% less intelligent
Total AA cost (lower is better)$4,331.68Not reported— not comparable
End-to-end time (lower is better)28.15s5.07s−82.0% Gemma 4 26B A4B (Non-… is 82.0% faster
Price per 1M tokens (in / out)$5.00 / $25.0$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-opus-5-high/gemma-4-26b-a4b-non-reasoning · Markdown: /api/v1/compare/claude-opus-5-high/gemma-4-26b-a4b-non-reasoning?format=md · llms.txt · agent skill