GPT-5.4 (Non-reasoning) vs Quasar 438B (Max, Based on GLM-5.2)

GPT-5.4 (Non-reasoning) vs Quasar 438B (Max, Based on GLM-5.2). 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 (Non-reasoning)Quasar 438B (Max, Based on GLM-5.2)Difference
Intelligence (higher is better)18.226.7+46.7% Quasar 438B (Max, Bas… is 46.7% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)7.59s17.13s+125.7% Quasar 438B (Max, Bas… is 125.7% slower
Price per 1M tokens (in / out)$2.50 / $15.0$0.11 / $0.33
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-non-reasoning/quasar-438b · Markdown: /api/v1/compare/gpt-5-4-non-reasoning/quasar-438b?format=md · llms.txt · agent skill