GPT-5.4 mini (Medium) vs Beam 1.0

GPT-5.4 mini (Medium) 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.

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.

MetricGPT-5.4 mini (Medium)Beam 1.0Difference
Intelligence (higher is better)19.730.3+53.8% Beam 1.0 is 53.8% more intelligent
Total AA cost (lower is better)Not reported$318.73— not comparable
End-to-end time (lower is better)6.29s8.02s+27.5% Beam 1.0 is 27.5% slower
Price per 1M tokens (in / out)$0.75 / $4.50$0.40 / $1.20
Input modalitiesText, ImageText
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4-mini-medium/reflection-beam · Markdown: /api/v1/compare/gpt-5-4-mini-medium/reflection-beam?format=md · llms.txt · agent skill