GLM-4.7 (Reasoning) vs GLM-5.3 (Max)

GLM-4.7 (Reasoning) vs GLM-5.3 (Max). 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.

MetricGLM-4.7 (Reasoning)GLM-5.3 (Max)Difference
Intelligence (higher is better)22.244.8+101.8% GLM-5.3 (Max) is 2.0× more intelligent
Total AA cost (lower is better)Not reported$2,503.48— not comparable
End-to-end time (lower is better)71.61s31.62s−55.8% GLM-5.3 (Max) is 55.8% faster
Price per 1M tokens (in / out)$0.53 / $2.10$1.40 / $4.40
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Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/glm-4-7/glm-5-3 · Markdown: /api/v1/compare/glm-4-7/glm-5-3?format=md · llms.txt · agent skill