GPT-5.6 Terra (Xhigh) vs Ring-2.6-1T
Which is better for the money: GPT-5.6 Terra (Xhigh) by OpenAI or Ring-2.6-1T by InclusionAI? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-27.
Trade-off
Verdict
Depends on your budget
GPT-5.6 Terra (Xhigh) scores 21.4 points higher (38.0 vs 16.6) but costs 2.1× as much to run the benchmark ($1187 vs $576; both premium class). Pick GPT-5.6 Terra (Xhigh) when the extra intelligence is worth the premium, otherwise Ring-2.6-1T.
| Metric | GPT-5.6 Terra (Xhigh) | Ring-2.6-1T | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 38.0 | 16.6 | −56.3% Ring-2.6-1T is 56.3% less intelligent |
| Total AA cost (lower is better) | $1,186.77 | $575.60 | −51.5% Ring-2.6-1T is 51.5% cheaper |
| End-to-end time (lower is better) | 33.63s | 24.12s | −28.3% Ring-2.6-1T is 28.3% faster |
| Price per 1M tokens (in / out) | $2.00 / $12.0 | $0.30 / $2.50 | |
| Input modalities | Text, Image | Text |
Ring-2.6-1T vs GPT-5.6 Terra (Xhigh): 56.3% less intelligence, 51.5% less cost to run the AA benchmark, and 28.3% faster end-to-end.
Today's Pareto frontier
Against the frontier
- GPT-5.6 Terra (Xhigh) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Max) scores 51.80 for $1082.
- 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-5.6 Terra (Xhigh)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-5-6-terra-xhigh/ring-2-6-1t · Markdown: /api/v1/compare/gpt-5-6-terra-xhigh/ring-2-6-1t?format=md · llms.txt · agent skill