GLM-5.3 (Low) vs GPT-5.6 Luna (High)
Which is better for the money: GLM-5.3 (Low) by Z AI or GPT-5.6 Luna (High) by OpenAI? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-26.
Trade-off
Verdict
Depends on your budget
GLM-5.3 (Low) scores 2.2 points higher (34.3 vs 32.1) but costs 9.4× as much to run the benchmark ($1013 vs $108; premium vs mid-range cost classes). They are not alternatives at one budget: pick GLM-5.3 (Low) when you need intelligence above 32.1, and GPT-5.6 Luna (High) when 32.1 is enough.
| Metric | GLM-5.3 (Low) | GPT-5.6 Luna (High) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 34.3 | 32.1 | −6.4% GPT-5.6 Luna (High) is 6.4% less intelligent |
| Total AA cost (lower is better) | $1,012.50 | $108.15 | −89.3% GPT-5.6 Luna (High) is 89.3% cheaper |
| End-to-end time (lower is better) | 29.49s | 14.62s | −50.4% GPT-5.6 Luna (High) is 50.4% faster |
| Price per 1M tokens (in / out) | $1.40 / $4.40 | $0.20 / $1.20 | |
| Input modalities | Text | Text, Image |
GPT-5.6 Luna (High) vs GLM-5.3 (Low): 6.4% less intelligence, 89.3% less cost to run the AA benchmark, and 50.4% faster end-to-end.
Today's Pareto frontier
Against the frontier
- GLM-5.3 (Low) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Xhigh) scores 51.00 for $662.
- GPT-5.6 Luna (High) is off the frontier: at the same or lower cost, Claude Haiku 5.5 (High) scores 37.80 for $94.1.
GLM-5.3 (Low)GPT-5.6 Luna (High)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/glm-5-3-low/gpt-5-6-luna-high · Markdown: /api/v1/compare/glm-5-3-low/gpt-5-6-luna-high?format=md · llms.txt · agent skill