Ministral 3 14B vs Ring-2.6-1T
Which is better for the money: Ministral 3 14B 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 10.6 points higher (16.6 vs 6.0) but costs 15× as much to run the benchmark ($576 vs $37.6; premium vs budget cost classes). They are not alternatives at one budget: pick Ring-2.6-1T when you need intelligence above 6.0, and Ministral 3 14B when 6.0 is enough.
| Metric | Ministral 3 14B | Ring-2.6-1T | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 6.0 | 16.6 | +176.7% Ring-2.6-1T is 2.8× more intelligent |
| Total AA cost (lower is better) | $37.56 | $575.60 | +1432.5% Ring-2.6-1T is 15× more expensive |
| End-to-end time (lower is better) | 7.92s | 24.22s | +205.8% Ring-2.6-1T is 205.8% slower |
| Price per 1M tokens (in / out) | $0.20 / $0.20 | $0.30 / $2.50 | |
| Input modalities | Text, Image | Text |
Ring-2.6-1T vs Ministral 3 14B: 176.7% more intelligence, 1432.5% more cost to run the AA benchmark, and 205.8% slower end-to-end.
Today's Pareto frontier
Against the frontier
- Ministral 3 14B is off the frontier: at the same or lower cost, GPT-6 Luna (Medium) scores 29.90 for $31.2.
- 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 14BRing-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/ministral-3-14b/ring-2-6-1t · Markdown: /api/v1/compare/ministral-3-14b/ring-2-6-1t?format=md · llms.txt · agent skill