Claude Sonnet 4.6 (Non-reasoning, High) vs GLM-4.7-Flash (Reasoning)

Claude Sonnet 4.6 (Non-reasoning, High) vs GLM-4.7-Flash (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 Sonnet 4.6 (Non-reasoning, High)GLM-4.7-Flash (Reasoning)Difference
Intelligence (higher is better)24.714.9−39.7% GLM-4.7-Flash (Reason… is 39.7% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)11.94s30.94s+159.1% GLM-4.7-Flash (Reason… is 159.1% slower
Price per 1M tokens (in / out)$3.00 / $15.0$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-sonnet-4-6/glm-4-7-flash · Markdown: /api/v1/compare/claude-sonnet-4-6/glm-4-7-flash?format=md · llms.txt · agent skill