GLM-4.7 (Non-reasoning) vs Step 3.7 Flash

GLM-4.7 (Non-reasoning) vs Step 3.7 Flash. 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 (Non-reasoning)Not ranked · benchmark data missing
Intelligence
17.40
Total cost
-
StepFunStep 3.7 FlashNot ranked · benchmark data missing
Intelligence
19.50
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-4.7 (Non-reasoning)Step 3.7 FlashDifference
Intelligence (higher is better)17.419.5+12.1% Step 3.7 Flash is 12.1% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)15.23s18.73s+23.0% Step 3.7 Flash is 23.0% slower
Price per 1M tokens (in / out)$0.53 / $2.10$0.20 / $1.15
Input modalitiesTextText, Image
Open this matchup in the interactive pickerGLM-4.7 (Non-reasoning): what beats itStep 3.7 Flash: 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-non-reasoning/step-3-7-flash · Markdown: /api/v1/compare/glm-4-7-non-reasoning/step-3-7-flash?format=md · llms.txt · agent skill