Claude Opus 4.7 (Non-reasoning, High) vs GLM-5.1 (Reasoning)

Claude Opus 4.7 (Non-reasoning, High) vs GLM-5.1 (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 Opus 4.7 (Non-reasoning, High)GLM-5.1 (Reasoning)Difference
Intelligence (higher is better)30.926.1−15.5% GLM-5.1 (Reasoning) is 15.5% less intelligent
Total AA cost (lower is better)Not reported$1,486.78— not comparable
End-to-end time (lower is better)12.01s64.38s+436.1% GLM-5.1 (Reasoning) is 436.1% slower
Price per 1M tokens (in / out)$5.00 / $25.0$1.28 / $4.07
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-opus-4-7-non-reasoning/glm-5-1 · Markdown: /api/v1/compare/claude-opus-4-7-non-reasoning/glm-5-1?format=md · llms.txt · agent skill