Claude Opus 5 (Xhigh) vs Gemma 4 E2B (Reasoning)

Claude Opus 5 (Xhigh) vs Gemma 4 E2B (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 (Xhigh)Gemma 4 E2B (Reasoning)Difference
Intelligence (higher is better)49.77.8−84.3% Gemma 4 E2B (Reasonin… is 84.3% less intelligent
Total AA cost (lower is better)$5,867.76Not reported— not comparable
End-to-end time (lower is better)35.31sNot reported— not comparable
Price per 1M tokens (in / out)$5.00 / $25.0—
Input modalitiesText, ImageText, Image, Speech, 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-xhigh/gemma-4-e2b · Markdown: /api/v1/compare/claude-opus-5-xhigh/gemma-4-e2b?format=md · llms.txt · agent skill