GLM-4.6 (Non-reasoning) vs GLM-5.3 (Max)

GLM-4.6 (Non-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-4.6 (Non-reasoning)Not ranked · benchmark data missing
Intelligence
14.90
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-4.6 (Non-reasoning)GLM-5.3 (Max)Difference
Intelligence (higher is better)14.944.8+200.7% GLM-5.3 (Max) is 3.0× more intelligent
Total AA cost (lower is better)Not reported$2,503.48— not comparable
End-to-end time (lower is better)19.99s31.61s+58.1% GLM-5.3 (Max) is 58.1% slower
Price per 1M tokens (in / out)$0.57 / $2.20$1.40 / $4.40
Input modalitiesTextText
Open this matchup in the interactive pickerGLM-4.6 (Non-reasoning): what beats itGLM-5.3 (Max): what beats it
Matchup

Compare something else

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