Gemini 3.1 Pro Preview vs GLM-5.2 (Non-reasoning)
Gemini 3.1 Pro Preview vs GLM-5.2 (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 | Gemini 3.1 Pro Preview | GLM-5.2 (Non-reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 29.7 | 22.4 | −24.6% GLM-5.2 (Non-reasonin… is 24.6% less intelligent |
| Total AA cost (lower is better) | $1,935.39 | Not reported | — not comparable |
| End-to-end time (lower is better) | 25.04s | 3.92s | −84.3% GLM-5.2 (Non-reasonin… is 84.3% faster |
| Price per 1M tokens (in / out) | $2.00 / $12.0 | $1.40 / $4.40 | |
| Input modalities | Text, Image, Speech, Video | Text |
Matchup
Compare something else
Agents:
Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-3-1-pro-preview/glm-5-2-non-reasoning · Markdown: /api/v1/compare/gemini-3-1-pro-preview/glm-5-2-non-reasoning?format=md · llms.txt · agent skill