GLM-4.7-Flash (Reasoning) vs GPT-5.4 mini (Non-reasoning)

GLM-4.7-Flash (Reasoning) vs GPT-5.4 mini (Non-reasoning). 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.

MetricGLM-4.7-Flash (Reasoning)GPT-5.4 mini (Non-reasoning)Difference
Intelligence (higher is better)14.911.1−25.5% GPT-5.4 mini (Non-rea… is 25.5% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)30.96s2.97s−90.4% GPT-5.4 mini (Non-rea… is 90.4% faster
Price per 1M tokens (in / out)$0.07 / $0.40$0.75 / $4.50
Input modalitiesTextText, Image
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/glm-4-7-flash/gpt-5-4-mini-non-reasoning · Markdown: /api/v1/compare/glm-4-7-flash/gpt-5-4-mini-non-reasoning?format=md · llms.txt · agent skill