Claude 4.5 Sonnet (Non-reasoning) vs Gemini 1.5 Flash-8B

Claude 4.5 Sonnet (Non-reasoning) vs Gemini 1.5 Flash-8B. 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 4.5 Sonnet (Non-reasoning)Gemini 1.5 Flash-8BDifference
Intelligence (higher is better)19.36.2−67.9% Gemini 1.5 Flash-8B is 67.9% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)12.52sNot reported— not comparable
Price per 1M tokens (in / out)$3.00 / $15.0—
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-4-5-sonnet/gemini-1-5-flash-8b · Markdown: /api/v1/compare/claude-4-5-sonnet/gemini-1-5-flash-8b?format=md · llms.txt · agent skill