Claude Opus 4.7 (Max) vs Gemma 4 E4B (Reasoning)

Claude Opus 4.7 (Max) vs Gemma 4 E4B (Reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

AnthropicClaude Opus 4.7 (Max)Not ranked · benchmark data missing
Intelligence
40.70
Total cost
-
GoogleGemma 4 E4B (Reasoning)On the open-weights frontier
Intelligence
8.90
Total cost
$14.7
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 4.7 (Max)Gemma 4 E4B (Reasoning)Difference
Intelligence (higher is better)40.78.9−78.1% Gemma 4 E4B (Reasonin… is 78.1% less intelligent
Total AA cost (lower is better)Not reported$14.68— not comparable
End-to-end time (lower is better)30.80s57.75s+87.5% Gemma 4 E4B (Reasonin… is 87.5% slower
Price per 1M tokens (in / out)$5.00 / $25.0$0.02 / $0.10
Input modalitiesText, ImageText, Image, Speech, Video
Open this matchup in the interactive pickerClaude Opus 4.7 (Max): what beats itGemma 4 E4B (Reasoning): what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-opus-4-7/gemma-4-e4b · Markdown: /api/v1/compare/claude-opus-4-7/gemma-4-e4b?format=md · llms.txt · agent skill