LFM 40B vs LFM2 2.6B

LFM 40B 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.

MetricLFM 40BLFM2 2.6BDifference
Intelligence (higher is better)5.45.2−3.7% LFM2 2.6B is 3.7% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reportedNot reported— not comparable
Input modalitiesText, ImageText
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/lfm-40b/lfm2-2-6b · Markdown: /api/v1/compare/lfm-40b/lfm2-2-6b?format=md · llms.txt · agent skill