Phi-4 vs Beam 1.0

Phi-4 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.

MicrosoftPhi-4Not ranked · benchmark data missing
Intelligence
5.90
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.

MetricPhi-4Beam 1.0Difference
Intelligence (higher is better)5.930.3+413.6% Beam 1.0 is 5.1× more intelligent
Total AA cost (lower is better)Not reported$318.73— not comparable
End-to-end time (lower is better)15.51s8.02s−48.3% Beam 1.0 is 48.3% faster
Price per 1M tokens (in / out)$0.13 / $0.50$0.40 / $1.20
Input modalitiesTextText
Open this matchup in the interactive pickerPhi-4: what beats itBeam 1.0: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/phi-4/reflection-beam · Markdown: /api/v1/compare/phi-4/reflection-beam?format=md · llms.txt · agent skill