Claude 3.7 Sonnet (Reasoning) vs GLM-4.7-Flash (Non-reasoning)

Claude 3.7 Sonnet (Reasoning) vs GLM-4.7-Flash (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.

MetricClaude 3.7 Sonnet (Reasoning)GLM-4.7-Flash (Non-reasoning)Difference
Intelligence (higher is better)17.710.6−40.1% GLM-4.7-Flash (Non-re… is 40.1% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reported6.78s— not comparable
Price per 1M tokens (in / out)—$0.07 / $0.40
Input modalitiesText, ImageText
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-3-7-sonnet-thinking/glm-4-7-flash-non-reasoning · Markdown: /api/v1/compare/claude-3-7-sonnet-thinking/glm-4-7-flash-non-reasoning?format=md · llms.txt · agent skill