Gemini 2.5 Flash (Reasoning) vs LFM2.5-2.6B

Gemini 2.5 Flash (Reasoning) vs LFM2.5-2.6B. 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 (Reasoning)LFM2.5-2.6BDifference
Intelligence (higher is better)13.18.4−35.9% LFM2.5-2.6B is 35.9% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)20.54sNot 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-reasoning/lfm2-5-2-6b · Markdown: /api/v1/compare/gemini-2-5-flash-reasoning/lfm2-5-2-6b?format=md · llms.txt · agent skill