Gemini 2.5 Flash (Non-reasoning) vs Sonar Reasoning

Gemini 2.5 Flash (Non-reasoning) vs Sonar 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.

MetricGemini 2.5 Flash (Non-reasoning)Sonar ReasoningDifference
Intelligence (higher is better)9.98.7−12.1% Sonar Reasoning is 12.1% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)2.85sNot reported— not comparable
Price per 1M tokens (in / out)$0.30 / $2.50—
Input modalitiesText, Image, Speech, VideoText
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-2-5-flash/sonar-reasoning · Markdown: /api/v1/compare/gemini-2-5-flash/sonar-reasoning?format=md · llms.txt · agent skill