Gemini 2.5 Flash (Non-reasoning) vs LFM2 2.6B

Gemini 2.5 Flash (Non-reasoning) vs LFM2 2.6B. 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)LFM2 2.6BDifference
Intelligence (higher is better)9.95.2−47.5% LFM2 2.6B is 47.5% 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

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-2-5-flash/lfm2-2-6b · Markdown: /api/v1/compare/gemini-2-5-flash/lfm2-2-6b?format=md · llms.txt · agent skill