GLM-4.7 (Reasoning) vs GLM-5.1 (Non-reasoning)
GLM-4.7 (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-4.7 (Reasoning) | GLM-5.1 (Non-reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 22.2 | 24.2 | +9.0% GLM-5.1 (Non-reasonin… is 9.0% more intelligent |
| Total AA cost (lower is better) | Not reported | Not reported | — not comparable |
| End-to-end time (lower is better) | 71.38s | 9.19s | −87.1% GLM-5.1 (Non-reasonin… is 87.1% faster |
| Price per 1M tokens (in / out) | $0.53 / $2.10 | $1.38 / $4.40 | |
| Input modalities | Text | Text |
Matchup
Compare something else
Agents:
Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/glm-4-7/glm-5-1-non-reasoning · Markdown: /api/v1/compare/glm-4-7/glm-5-1-non-reasoning?format=md · llms.txt · agent skill