GLM-4.7 (Reasoning) vs Step 5 Preview

GLM-4.7 (Reasoning) vs Step 5 Preview. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

Z AIGLM-4.7 (Reasoning)Not ranked · benchmark data missing
Intelligence
22.20
Total cost
-
StepFunStep 5 PreviewOff the frontier
Intelligence
43.70
Total cost
$1190
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 (Reasoning)Step 5 PreviewDifference
Intelligence (higher is better)22.243.7+96.8% Step 5 Preview is 96.8% more intelligent
Total AA cost (lower is better)Not reported$1,190.26— not comparable
End-to-end time (lower is better)72.38s12.06s−83.3% Step 5 Preview is 83.3% faster
Price per 1M tokens (in / out)$0.53 / $2.10$1.00 / $2.70
Input modalitiesTextText, Image
Open this matchup in the interactive pickerGLM-4.7 (Reasoning): what beats itStep 5 Preview: what beats it
Matchup

Compare something else

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