GPT-5.6 Terra (Non-reasoning) vs Ring-2.6-1T
Which is better for the money: GPT-5.6 Terra (Non-reasoning) 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-5.6 Terra (Non-reasoning)
Ring-2.6-1T vs GPT-5.6 Terra (Non-reasoning): 20.2% less intelligence, 125.0% more cost to run the AA benchmark, and 373.5% slower end-to-end.
| Metric | GPT-5.6 Terra (Non-reasoning) | Ring-2.6-1T | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 20.8 | 16.6 | −20.2% Ring-2.6-1T is 20.2% less intelligent |
| Total AA cost (lower is better) | $255.77 | $575.60 | +125.0% Ring-2.6-1T is 2.3× more expensive |
| End-to-end time (lower is better) | 5.10s | 24.15s | +373.5% Ring-2.6-1T is 373.5% slower |
| Price per 1M tokens (in / out) | $2.00 / $12.0 | $0.30 / $2.50 | |
| Input modalities | Text, Image | Text |
Today's Pareto frontier
Against the frontier
- GPT-5.6 Terra (Non-reasoning) is off the frontier: at the same or lower cost, MiMo-V2.6-Pro scores 46.30 for $207.
- 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 (Non-reasoning)Ring-2.6-1TToday's Pareto frontierOpen-weights frontierEvery other model
Matchup
Compare something else
Agents:
Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-6-terra-non-reasoning/ring-2-6-1t · Markdown: /api/v1/compare/gpt-5-6-terra-non-reasoning/ring-2-6-1t?format=md · llms.txt · agent skill