GLM-5.1 (Non-reasoning) vs GPT-5.4 nano (Medium)
GLM-5.1 (Non-reasoning) vs GPT-5.4 nano (Medium). 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.
| Metric | GLM-5.1 (Non-reasoning) | GPT-5.4 nano (Medium) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 24.2 | 20.0 | −17.4% GPT-5.4 nano (Medium) is 17.4% less intelligent |
| Total AA cost (lower is better) | Not reported | Not reported | — not comparable |
| End-to-end time (lower is better) | 9.17s | 6.52s | −28.9% GPT-5.4 nano (Medium) is 28.9% faster |
| Price per 1M tokens (in / out) | $1.38 / $4.40 | $0.20 / $1.25 | |
| Input modalities | Text | Text, Image |
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/glm-5-1-non-reasoning/gpt-5-4-nano-medium · Markdown: /api/v1/compare/glm-5-1-non-reasoning/gpt-5-4-nano-medium?format=md · llms.txt · agent skill