GPT-5.6 Luna (Max) vs GPT-6.1 Sol (Medium)
Which is better for the money: GPT-5.6 Luna (Max) by OpenAI or GPT-6.1 Sol (Medium) by OpenAI? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-24.
Trade-off
Verdict
Depends on your budget
GPT-6.1 Sol (Medium) scores 10.5 points higher (47.8 vs 37.3) but costs 1.1× as much to run the benchmark ($361 vs $320; both mid-range class). Pick GPT-6.1 Sol (Medium) when the extra intelligence is worth the premium, otherwise GPT-5.6 Luna (Max).
| Metric | GPT-5.6 Luna (Max) | GPT-6.1 Sol (Medium) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 37.3 | 47.8 | +28.2% GPT-6.1 Sol (Medium) is 28.2% more intelligent |
| Total AA cost (lower is better) | $319.93 | $361.37 | +13.0% GPT-6.1 Sol (Medium) is 13.0% more expensive |
| End-to-end time (lower is better) | 85.38s | 14.35s | −83.2% GPT-6.1 Sol (Medium) is 83.2% faster |
| Price per 1M tokens (in / out) | $0.20 / $1.20 | $2.00 / $10.0 | |
| Input modalities | Text, Image | Text, Image |
GPT-6.1 Sol (Medium) vs GPT-5.6 Luna (Max): 28.2% more intelligence, 13.0% more cost to run the AA benchmark, and 83.2% faster end-to-end.
Today's Pareto frontier
Against the frontier
- 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-6.1 Sol (Medium) is on today's frontier: nothing is both smarter and cheaper.
GPT-5.6 Luna (Max)GPT-6.1 Sol (Medium)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-5-6-luna/gpt-6-1-sol-medium · Markdown: /api/v1/compare/gpt-5-6-luna/gpt-6-1-sol-medium?format=md · llms.txt · agent skill