Ministral 3 8B vs Ring-2.6-1T
Which is better for the money: Ministral 3 8B by Mistral 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.
Trade-off
Verdict
Depends on your budget
Ring-2.6-1T scores 11.1 points higher (16.6 vs 5.5) but costs 21× as much to run the benchmark ($576 vs $27.5; premium vs budget cost classes). They are not alternatives at one budget: pick Ring-2.6-1T when you need intelligence above 5.5, and Ministral 3 8B when 5.5 is enough.
| Metric | Ministral 3 8B | Ring-2.6-1T | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 5.5 | 16.6 | +201.8% Ring-2.6-1T is 3.0× more intelligent |
| Total AA cost (lower is better) | $27.47 | $575.60 | +1995.4% Ring-2.6-1T is 21× more expensive |
| End-to-end time (lower is better) | 5.26s | 24.17s | +359.5% Ring-2.6-1T is 359.5% slower |
| Price per 1M tokens (in / out) | $0.15 / $0.15 | $0.30 / $2.50 | |
| Input modalities | Text, Image | Text |
Ring-2.6-1T vs Ministral 3 8B: 201.8% more intelligence, 1995.4% more cost to run the AA benchmark, and 359.5% slower end-to-end.
Today's Pareto frontier
Against the frontier
- Ministral 3 8B is off the frontier: at the same or lower cost, GPT-6 Luna (Low) scores 21.50 for $10.6.
- Ring-2.6-1T is off the frontier: at the same or lower cost, GPT-6.1 Sol (High) scores 50.20 for $521.
Ministral 3 8BRing-2.6-1TToday's Pareto frontierOpen-weights frontierEvery other model
Matchup
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