Grok 4.6 (High) vs Ring-2.6-1T
Which is better for the money: Grok 4.6 (High) by SpaceXAI or Ring-2.6-1T by InclusionAI? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-25.
Trade-off
Verdict
Depends on your budget
Grok 4.6 (High) scores 27.7 points higher (44.3 vs 16.6) but costs 3.4× as much to run the benchmark ($1963 vs $576; both premium class). They are not alternatives at one budget: pick Grok 4.6 (High) when you need intelligence above 16.6, and Ring-2.6-1T when 16.6 is enough.
| Metric | Grok 4.6 (High) | Ring-2.6-1T | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 44.3 | 16.6 | −62.5% Ring-2.6-1T is 62.5% less intelligent |
| Total AA cost (lower is better) | $1,962.90 | $575.60 | −70.7% Ring-2.6-1T is 70.7% cheaper |
| End-to-end time (lower is better) | 34.63s | 24.04s | −30.6% Ring-2.6-1T is 30.6% faster |
| Price per 1M tokens (in / out) | $2.00 / $6.00 | $0.30 / $2.50 | |
| Input modalities | Text, Image | Text |
Ring-2.6-1T vs Grok 4.6 (High): 62.5% less intelligence, 70.7% less cost to run the AA benchmark, and 30.6% faster end-to-end.
Today's Pareto frontier
Against the frontier
- Grok 4.6 (High) 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.
Grok 4.6 (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/grok-4-6/ring-2-6-1t · Markdown: /api/v1/compare/grok-4-6/ring-2-6-1t?format=md · llms.txt · agent skill