GPT-6.1 Sol (Xhigh) vs GPT-6 Luna (Medium)
Which is better for the money: GPT-6.1 Sol (Xhigh) by OpenAI or GPT-6 Luna (Medium) 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
GPT-6.1 Sol (Xhigh) scores 21.1 points higher (51.0 vs 29.9) but costs 21× as much to run the benchmark ($662 vs $31.2; premium vs budget cost classes). They are not alternatives at one budget: pick GPT-6.1 Sol (Xhigh) when you need intelligence above 29.9, and GPT-6 Luna (Medium) when 29.9 is enough.
| Metric | GPT-6.1 Sol (Xhigh) | GPT-6 Luna (Medium) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 51.0 | 29.9 | −41.4% GPT-6 Luna (Medium) is 41.4% less intelligent |
| Total AA cost (lower is better) | $662.28 | $31.17 | −95.3% GPT-6 Luna (Medium) is 95.3% cheaper |
| End-to-end time (lower is better) | 143.74s | Not reported | — not comparable |
| Price per 1M tokens (in / out) | $2.00 / $10.0 | $0.10 / $0.50 | |
| Input modalities | Text, Image | Text, Image |
GPT-6 Luna (Medium) vs GPT-6.1 Sol (Xhigh): 41.4% less intelligence, 95.3% less cost to run the AA benchmark, and end-to-end time not fully reported.
Today's Pareto frontier
Against the frontier
- GPT-6.1 Sol (Xhigh) is on today's frontier: nothing is both smarter and cheaper.
- GPT-6 Luna (Medium) is on today's frontier: nothing is both smarter and cheaper.
GPT-6.1 Sol (Xhigh)GPT-6 Luna (Medium)Today's Pareto frontierEvery other model
Matchup
Compare something else
Agents:
Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-6-1-sol-xhigh/gpt-6-luna-medium · Markdown: /api/v1/compare/gpt-6-1-sol-xhigh/gpt-6-luna-medium?format=md · llms.txt · agent skill