GLM-4.6 (Reasoning) vs GLM-5.1 (Non-reasoning)
GLM-4.6 (Reasoning) vs GLM-5.1 (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.
| Metric | GLM-4.6 (Reasoning) | GLM-5.1 (Non-reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 18.5 | 24.2 | +30.8% GLM-5.1 (Non-reasonin… is 30.8% more intelligent |
| Total AA cost (lower is better) | Not reported | Not reported | — not comparable |
| End-to-end time (lower is better) | 79.13s | 9.19s | −88.4% GLM-5.1 (Non-reasonin… is 88.4% faster |
| Price per 1M tokens (in / out) | $0.55 / $2.20 | $1.38 / $4.40 | |
| Input modalities | Text | Text |
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/glm-4-6-reasoning/glm-5-1-non-reasoning · Markdown: /api/v1/compare/glm-4-6-reasoning/glm-5-1-non-reasoning?format=md · llms.txt · agent skill