GPT-6 Luna (Max) vs Ring-2.6-1T
Which is better for the money: GPT-6 Luna (Max) by OpenAI or Ring-2.6-1T by InclusionAI? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-24.
Clear winner
Verdict
Pick GPT-6 Luna (Max)
Ring-2.6-1T vs GPT-6 Luna (Max): 56.4% less intelligence, 371.6% more cost to run the AA benchmark, and 70.2% faster end-to-end.
| Metric | GPT-6 Luna (Max) | Ring-2.6-1T | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 38.1 | 16.6 | −56.4% Ring-2.6-1T is 56.4% less intelligent |
| Total AA cost (lower is better) | $122.05 | $575.60 | +371.6% Ring-2.6-1T is 4.7× more expensive |
| End-to-end time (lower is better) | 82.02s | 24.45s | −70.2% Ring-2.6-1T is 70.2% faster |
| Price per 1M tokens (in / out) | $0.10 / $0.50 | $0.30 / $2.50 | |
| Input modalities | Text, Image | Text |
Today's Pareto frontier
Against the frontier
- GPT-6 Luna (Max) is on today's frontier: nothing is both smarter and cheaper.
- Ring-2.6-1T is off the frontier: at the same or lower cost, GPT-6.1 Sol (High) scores 50.20 for $521.
GPT-6 Luna (Max)Ring-2.6-1TToday'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/gpt-6-luna/ring-2-6-1t · Markdown: /api/v1/compare/gpt-6-luna/ring-2-6-1t?format=md · llms.txt · agent skill