Claude Sonnet 5 (Non-reasoning, High) vs GLM-4.5V (Reasoning)

Claude Sonnet 5 (Non-reasoning, High) vs GLM-4.5V (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 5 (Non-reasoning, High)GLM-4.5V (Reasoning)Difference
Intelligence (higher is better)23.27.6−67.2% GLM-4.5V (Reasoning) is 67.2% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)8.42s42.73s+407.5% GLM-4.5V (Reasoning) is 407.5% slower
Price per 1M tokens (in / out)$2.00 / $10.0$0.60 / $1.80
Input modalitiesText, ImageText, Image
Matchup

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