Claude 3.7 Sonnet (Reasoning) vs Gemma 4 E4B (Reasoning)

Claude 3.7 Sonnet (Reasoning) 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 3.7 Sonnet (Reasoning)Not ranked · benchmark data missing
Intelligence
17.70
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 3.7 Sonnet (Reasoning)Gemma 4 E4B (Reasoning)Difference
Intelligence (higher is better)17.78.9−49.7% Gemma 4 E4B (Reasonin… is 49.7% less intelligent
Total AA cost (lower is better)Not reported$14.68— not comparable
End-to-end time (lower is better)Not reported57.75s— not comparable
Price per 1M tokens (in / out)—$0.02 / $0.10
Input modalitiesText, ImageText, Image, Speech, Video
Open this matchup in the interactive pickerClaude 3.7 Sonnet (Reasoning): 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-3-7-sonnet-thinking/gemma-4-e4b · Markdown: /api/v1/compare/claude-3-7-sonnet-thinking/gemma-4-e4b?format=md · llms.txt · agent skill