GLM-5.2 (Max) vs GPT-5.4 (Xhigh)

GLM-5.2 (Max) vs GPT-5.4 (Xhigh). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

Z AIGLM-5.2 (Max)Off the frontier
Intelligence
33.70
Total cost
$2097
OpenAIGPT-5.4 (Xhigh)Not ranked · benchmark data missing
Intelligence
39.00
Total cost
-
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-5.2 (Max)GPT-5.4 (Xhigh)Difference
Intelligence (higher is better)33.739.0+15.7% GPT-5.4 (Xhigh) is 15.7% more intelligent
Total AA cost (lower is better)$2,097.29Not reported— not comparable
End-to-end time (lower is better)30.10s131.01s+335.2% GPT-5.4 (Xhigh) is 335.2% slower
Price per 1M tokens (in / out)$1.40 / $4.40$2.50 / $15.0
Input modalitiesTextText, Image
Open this matchup in the interactive pickerGLM-5.2 (Max): what beats itGPT-5.4 (Xhigh): what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/glm-5-2/gpt-5-4 · Markdown: /api/v1/compare/glm-5-2/gpt-5-4?format=md · llms.txt · agent skill