Claude Opus 4.6 (Max) vs Gemma 4 E4B (Non-reasoning)

Claude Opus 4.6 (Max) vs Gemma 4 E4B (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 4.6 (Max)Gemma 4 E4B (Non-reasoning)Difference
Intelligence (higher is better)31.97.5−76.5% Gemma 4 E4B (Non-reas… is 76.5% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)29.02s11.87s−59.1% Gemma 4 E4B (Non-reas… is 59.1% faster
Price per 1M tokens (in / out)$5.00 / $25.0$0.02 / $0.10
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-4-6-adaptive/gemma-4-e4b-non-reasoning · Markdown: /api/v1/compare/claude-opus-4-6-adaptive/gemma-4-e4b-non-reasoning?format=md · llms.txt · agent skill