Gemma 3 4B Instruct vs LFM2.5-1.2B-Instruct

Gemma 3 4B Instruct vs LFM2.5-1.2B-Instruct. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

GoogleGemma 3 4B InstructNot ranked · benchmark data missing
Intelligence
4.80
Total cost
-
Liquid AILFM2.5-1.2B-InstructNot 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.

MetricGemma 3 4B InstructLFM2.5-1.2B-InstructDifference
Intelligence (higher is better)4.85.2+8.3% LFM2.5-1.2B-Instruct is 8.3% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reportedNot reported— not comparable
Price per 1M tokens (in / out)$0.00 / $0.00—
Input modalitiesText, ImageText
Open this matchup in the interactive pickerGemma 3 4B Instruct: what beats itLFM2.5-1.2B-Instruct: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemma-3-4b/lfm2-5-1-2b-instruct · Markdown: /api/v1/compare/gemma-3-4b/lfm2-5-1-2b-instruct?format=md · llms.txt · agent skill