GLM-5.1 (Reasoning) vs Step 3.7 Flash

GLM-5.1 (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-5.1 (Reasoning)Off the frontier
Intelligence
26.10
Total cost
$1487
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-5.1 (Reasoning)Step 3.7 FlashDifference
Intelligence (higher is better)26.119.5−25.3% Step 3.7 Flash is 25.3% less intelligent
Total AA cost (lower is better)$1,486.78Not reported— not comparable
End-to-end time (lower is better)63.24s18.37s−71.0% Step 3.7 Flash is 71.0% faster
Price per 1M tokens (in / out)$1.28 / $4.07$0.20 / $1.15
Input modalitiesTextText, Image
Open this matchup in the interactive pickerGLM-5.1 (Reasoning): what beats itStep 3.7 Flash: 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-5-1/step-3-7-flash · Markdown: /api/v1/compare/glm-5-1/step-3-7-flash?format=md · llms.txt · agent skill