Gemini 3.8 Flash (High) vs LFM2.5-1.2B-Thinking

Gemini 3.8 Flash (High) vs LFM2.5-1.2B-Thinking. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

GoogleGemini 3.8 Flash (High)Off the frontier
Intelligence
40.90
Total cost
$1623
Liquid AILFM2.5-1.2B-ThinkingNot ranked · benchmark data missing
Intelligence
5.20
Total cost
-
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 3.8 Flash (High)LFM2.5-1.2B-ThinkingDifference
Intelligence (higher is better)40.95.2−87.3% LFM2.5-1.2B-Thinking is 87.3% less intelligent
Total AA cost (lower is better)$1,622.73Not reported— not comparable
End-to-end time (lower is better)31.19sNot reported— not comparable
Price per 1M tokens (in / out)$0.75 / $3.75—
Input modalitiesText, Image, Speech, VideoText
Open this matchup in the interactive pickerGemini 3.8 Flash (High): what beats itLFM2.5-1.2B-Thinking: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-3-8-flash/lfm2-5-1-2b-thinking · Markdown: /api/v1/compare/gemini-3-8-flash/lfm2-5-1-2b-thinking?format=md · llms.txt · agent skill