Ling 3.1 Flash vs Mistral Large 3
Which is better for the money: Ling 3.1 Flash by InclusionAI or Mistral Large 3 by Mistral? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-24.
Trade-off
Verdict
Depends on your budget
Ling 3.1 Flash scores 31.8 points higher (41.1 vs 9.3) but costs 22× as much to run the benchmark ($1015 vs $46.4; premium vs budget cost classes). They are not alternatives at one budget: pick Ling 3.1 Flash when you need intelligence above 9.3, and Mistral Large 3 when 9.3 is enough.
| Metric | Ling 3.1 Flash | Mistral Large 3 | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 41.1 | 9.3 | −77.4% Mistral Large 3 is 77.4% less intelligent |
| Total AA cost (lower is better) | $1,014.56 | $46.41 | −95.4% Mistral Large 3 is 95.4% cheaper |
| End-to-end time (lower is better) | 13.66s | 7.18s | −47.4% Mistral Large 3 is 47.4% faster |
| Price per 1M tokens (in / out) | $0.30 / $0.90 | $0.50 / $1.50 | |
| Input modalities | Text | Text, Image |
Mistral Large 3 vs Ling 3.1 Flash: 77.4% less intelligence, 95.4% less cost to run the AA benchmark, and 47.4% faster end-to-end.
Today's Pareto frontier
Against the frontier
- Ling 3.1 Flash is off the frontier: at the same or lower cost, GPT-6.1 Sol (Xhigh) scores 51.00 for $662.
- Mistral Large 3 is off the frontier: at the same or lower cost, GPT-6 Luna (Medium) scores 29.90 for $31.2.
Ling 3.1 FlashMistral Large 3Today'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/ling-3-1-flash/mistral-large-3 · Markdown: /api/v1/compare/ling-3-1-flash/mistral-large-3?format=md · llms.txt · agent skill