Gemma 4 12B (Reasoning) vs LFM2 8B A1B

Gemma 4 12B (Reasoning) vs LFM2 8B A1B. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

GoogleGemma 4 12B (Reasoning)Not ranked · benchmark data missing
Intelligence
14.20
Total cost
-
Liquid AILFM2 8B A1BNot ranked · benchmark data missing
Intelligence
4.90
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 4 12B (Reasoning)LFM2 8B A1BDifference
Intelligence (higher is better)14.24.9−65.5% LFM2 8B A1B is 65.5% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)24.02sNot reported— not comparable
Price per 1M tokens (in / out)$0.10 / $0.30—
Input modalitiesText, Image, Speech, VideoText
Open this matchup in the interactive pickerGemma 4 12B (Reasoning): what beats itLFM2 8B A1B: 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-4-12b/lfm2-8b-a1b · Markdown: /api/v1/compare/gemma-4-12b/lfm2-8b-a1b?format=md · llms.txt · agent skill