Claude 3.5 Sonnet (Oct '24) vs Gemma 4 E2B (Reasoning)

Claude 3.5 Sonnet (Oct '24) 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 3.5 Sonnet (Oct '24)Gemma 4 E2B (Reasoning)Difference
Intelligence (higher is better)7.97.8−1.3% Gemma 4 E2B (Reasonin… is 1.3% 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)$3.00 / $15.0—
Input modalitiesText, ImageText, Image, Speech, Video
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-35-sonnet/gemma-4-e2b · Markdown: /api/v1/compare/claude-35-sonnet/gemma-4-e2b?format=md · llms.txt · agent skill