GLM-4.6V (Reasoning) vs GLM-5.3 (Max)

GLM-4.6V (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.

Z AIGLM-4.6V (Reasoning)Not ranked · benchmark data missing
Intelligence
11.20
Total cost
-
Z AIGLM-5.3 (Max)Off the frontier
Intelligence
44.80
Total cost
$2503
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-4.6V (Reasoning)GLM-5.3 (Max)Difference
Intelligence (higher is better)11.244.8+300.0% GLM-5.3 (Max) is 4.0× more intelligent
Total AA cost (lower is better)Not reported$2,503.48— not comparable
End-to-end time (lower is better)32.68s31.61s−3.3% GLM-5.3 (Max) is 3.3% faster
Price per 1M tokens (in / out)$0.30 / $0.90$1.40 / $4.40
Input modalitiesText, ImageText
Open this matchup in the interactive pickerGLM-4.6V (Reasoning): what beats itGLM-5.3 (Max): what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/glm-4-6v-reasoning/glm-5-3 · Markdown: /api/v1/compare/glm-4-6v-reasoning/glm-5-3?format=md · llms.txt · agent skill