Claude 4.1 Opus (Non-reasoning) vs Gemma 3n E4B Instruct

Claude 4.1 Opus (Non-reasoning) vs Gemma 3n E4B Instruct. 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 4.1 Opus (Non-reasoning)Gemma 3n E4B InstructDifference
Intelligence (higher is better)18.64.8−74.2% Gemma 3n E4B Instruct is 74.2% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reportedNot reported— not comparable
Price per 1M tokens (in / out)$15.0 / $75.0—
Input modalitiesText, ImageText, Image
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-4-1-opus/gemma-3n-e4b · Markdown: /api/v1/compare/claude-4-1-opus/gemma-3n-e4b?format=md · llms.txt · agent skill