LFM2.5-1.2B-Thinking vs Beam 1.0

LFM2.5-1.2B-Thinking vs Beam 1.0. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

Liquid AILFM2.5-1.2B-ThinkingNot ranked · benchmark data missing
Intelligence
5.20
Total cost
-
ReflectionBeam 1.0Off the frontier
Intelligence
30.30
Total cost
$319
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.

MetricLFM2.5-1.2B-ThinkingBeam 1.0Difference
Intelligence (higher is better)5.230.3+482.7% Beam 1.0 is 5.8× more intelligent
Total AA cost (lower is better)Not reported$318.73— not comparable
End-to-end time (lower is better)Not reported8.02s— not comparable
Price per 1M tokens (in / out)—$0.40 / $1.20
Input modalitiesTextText
Open this matchup in the interactive pickerLFM2.5-1.2B-Thinking: what beats itBeam 1.0: what beats it
Matchup

Compare something else

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