GPT-5.4 nano (Xhigh) vs GPT-5.6 Luna (Max)
Which is better for the money: GPT-5.4 nano (Xhigh) by OpenAI or GPT-5.6 Luna (Max) by OpenAI? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-26.
Clear winner
Verdict
Pick GPT-5.6 Luna (Max)
GPT-5.6 Luna (Max) vs GPT-5.4 nano (Xhigh): 80.2% more intelligence, 3.4% less cost to run the AA benchmark, and 14.1% slower end-to-end.
| Metric | GPT-5.4 nano (Xhigh) | GPT-5.6 Luna (Max) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 20.7 | 37.3 | +80.2% GPT-5.6 Luna (Max) is 80.2% more intelligent |
| Total AA cost (lower is better) | $331.24 | $319.93 | −3.4% GPT-5.6 Luna (Max) is 3.4% cheaper |
| End-to-end time (lower is better) | 108.97s | 124.29s | +14.1% GPT-5.6 Luna (Max) is 14.1% slower |
| Price per 1M tokens (in / out) | $0.20 / $1.25 | $0.20 / $1.20 | |
| Input modalities | Text, Image | Text, Image |
Today's Pareto frontier
Against the frontier
- GPT-5.4 nano (Xhigh) is off the frontier: at the same or lower cost, MiMo-V2.6-Pro scores 46.30 for $207.
- GPT-5.6 Luna (Max) is off the frontier: at the same or lower cost, MiMo-V2.6-Pro scores 46.30 for $207.
GPT-5.4 nano (Xhigh)GPT-5.6 Luna (Max)Today's Pareto frontierEvery other model
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4-nano/gpt-5-6-luna · Markdown: /api/v1/compare/gpt-5-4-nano/gpt-5-6-luna?format=md · llms.txt · agent skill