DeepSeek V4 Pro 0813 (Non-reasoning) vs GLM-5.2 (Max)
Which is better for the money: DeepSeek V4 Pro 0813 (Non-reasoning) by DeepSeek or GLM-5.2 (Max) by Z AI? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-25.
Trade-off
Verdict
Depends on your budget
GLM-5.2 (Max) scores 13.3 points higher (33.7 vs 20.4) but costs 4.7× as much to run the benchmark ($2097 vs $451; flagship vs mid-range cost classes). They are not alternatives at one budget: pick GLM-5.2 (Max) when you need intelligence above 20.4, and DeepSeek V4 Pro 0813 (Non-reasoning) when 20.4 is enough.
| Metric | DeepSeek V4 Pro 0813 (Non-reasoning) | GLM-5.2 (Max) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 20.4 | 33.7 | +65.2% GLM-5.2 (Max) is 65.2% more intelligent |
| Total AA cost (lower is better) | $450.76 | $2,097.29 | +365.3% GLM-5.2 (Max) is 4.7× more expensive |
| End-to-end time (lower is better) | 6.84s | 29.25s | +327.6% GLM-5.2 (Max) is 327.6% slower |
| Price per 1M tokens (in / out) | $1.32 / $3.96 | $1.40 / $4.40 | |
| Input modalities | Text | Text |
GLM-5.2 (Max) vs DeepSeek V4 Pro 0813 (Non-reasoning): 65.2% more intelligence, 365.3% more cost to run the AA benchmark, and 327.6% slower end-to-end.
Today's Pareto frontier
Against the frontier
- DeepSeek V4 Pro 0813 (Non-reasoning) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Medium) scores 47.80 for $361.
- GLM-5.2 (Max) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Max) scores 51.80 for $1082.
DeepSeek V4 Pro 0813 (Non-reasoning)GLM-5.2 (Max)Today's Pareto frontierOpen-weights frontierEvery other model
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v4-pro-non-reasoning/glm-5-2 · Markdown: /api/v1/compare/deepseek-v4-pro-non-reasoning/glm-5-2?format=md · llms.txt · agent skill