GPT-6 Luna (High) vs Ring-2.6-1T
Which is better for the money: GPT-6 Luna (High) by OpenAI or Ring-2.6-1T by InclusionAI? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-26.
Clear winner
Verdict
Pick GPT-6 Luna (High)
Ring-2.6-1T vs GPT-6 Luna (High): 49.5% less intelligence, 1102.9% more cost to run the AA benchmark, and 64.8% slower end-to-end.
| Metric | GPT-6 Luna (High) | Ring-2.6-1T | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 32.9 | 16.6 | −49.5% Ring-2.6-1T is 49.5% less intelligent |
| Total AA cost (lower is better) | $47.85 | $575.60 | +1102.9% Ring-2.6-1T is 12× more expensive |
| End-to-end time (lower is better) | 14.65s | 24.15s | +64.8% Ring-2.6-1T is 64.8% slower |
| 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 (High) 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 (High)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-high/ring-2-6-1t · Markdown: /api/v1/compare/gpt-6-luna-high/ring-2-6-1t?format=md · llms.txt · agent skill