GLM-4.5-Air vs GPT-5.4 nano (Xhigh)

GLM-4.5-Air vs GPT-5.4 nano (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-4.5-AirNot ranked · benchmark data missing
Intelligence
11.10
Total cost
-
OpenAIGPT-5.4 nano (Xhigh)Off the frontier
Intelligence
20.70
Total cost
$331
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-4.5-AirGPT-5.4 nano (Xhigh)Difference
Intelligence (higher is better)11.120.7+86.5% GPT-5.4 nano (Xhigh) is 86.5% more intelligent
Total AA cost (lower is better)Not reported$331.24— not comparable
End-to-end time (lower is better)31.99s105.70s+230.4% GPT-5.4 nano (Xhigh) is 230.4% slower
Price per 1M tokens (in / out)$0.17 / $0.98$0.20 / $1.25
Input modalitiesTextText, Image
Open this matchup in the interactive pickerGLM-4.5-Air: what beats itGPT-5.4 nano (Xhigh): 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-4-5-air/gpt-5-4-nano · Markdown: /api/v1/compare/glm-4-5-air/gpt-5-4-nano?format=md · llms.txt · agent skill