Ling 3.0 Flash vs Beam 1.0

Ling 3.0 Flash 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.

InclusionAILing 3.0 FlashNot ranked · benchmark data missing
Intelligence
20.10
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.

MetricLing 3.0 FlashBeam 1.0Difference
Intelligence (higher is better)20.130.3+50.7% Beam 1.0 is 50.7% more intelligent
Total AA cost (lower is better)Not reported$318.73— not comparable
End-to-end time (lower is better)10.63s8.02s−24.6% Beam 1.0 is 24.6% faster
Price per 1M tokens (in / out)$0.07 / $0.22$0.40 / $1.20
Input modalitiesTextText
Open this matchup in the interactive pickerLing 3.0 Flash: 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/ling-3-0-flash/reflection-beam · Markdown: /api/v1/compare/ling-3-0-flash/reflection-beam?format=md · llms.txt · agent skill