Mistral Large 4 Preview vs Ring-2.6-1T
Which is better for the money: Mistral Large 4 Preview by Mistral or Ring-2.6-1T by InclusionAI? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-25.
Trade-off
Verdict
Depends on your budget
Mistral Large 4 Preview scores 21.8 points higher (38.4 vs 16.6) but costs 2.8× as much to run the benchmark ($1608 vs $576; both premium class). Pick Mistral Large 4 Preview when the extra intelligence is worth the premium, otherwise Ring-2.6-1T.
| Metric | Mistral Large 4 Preview | Ring-2.6-1T | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 38.4 | 16.6 | −56.8% Ring-2.6-1T is 56.8% less intelligent |
| Total AA cost (lower is better) | $1,607.86 | $575.60 | −64.2% Ring-2.6-1T is 64.2% cheaper |
| End-to-end time (lower is better) | 25.73s | 24.07s | −6.5% Ring-2.6-1T is 6.5% faster |
| Price per 1M tokens (in / out) | $1.36 / $4.18 | $0.30 / $2.50 | |
| Input modalities | Text, Image | Text |
Ring-2.6-1T vs Mistral Large 4 Preview: 56.8% less intelligence, 64.2% less cost to run the AA benchmark, and 6.5% faster end-to-end.
Today's Pareto frontier
Against the frontier
- Mistral Large 4 Preview 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.
Mistral Large 4 PreviewRing-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/mistral-large-4/ring-2-6-1t · Markdown: /api/v1/compare/mistral-large-4/ring-2-6-1t?format=md · llms.txt · agent skill