Mercury 2.5 vs Ministral 3 8B
Which is better for the money: Mercury 2.5 by Inception or Ministral 3 8B by Mistral? 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
Mercury 2.5 scores 6.8 points higher (12.3 vs 5.5) but costs 7.9× as much to run the benchmark ($218 vs $27.5; mid-range vs budget cost classes). They are not alternatives at one budget: pick Mercury 2.5 when you need intelligence above 5.5, and Ministral 3 8B when 5.5 is enough.
| Metric | Mercury 2.5 | Ministral 3 8B | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 12.3 | 5.5 | −55.3% Ministral 3 8B is 55.3% less intelligent |
| Total AA cost (lower is better) | $218.11 | $27.47 | −87.4% Ministral 3 8B is 87.4% cheaper |
| End-to-end time (lower is better) | 4.20s | 5.26s | +25.2% Ministral 3 8B is 25.2% slower |
| Price per 1M tokens (in / out) | $0.25 / $0.75 | $0.15 / $0.15 | |
| Input modalities | Text | Text, Image |
Ministral 3 8B vs Mercury 2.5: 55.3% less intelligence, 87.4% less cost to run the AA benchmark, and 25.2% slower end-to-end.
Today's Pareto frontier
Against the frontier
- Mercury 2.5 is off the frontier: at the same or lower cost, MiMo-V2.6-Pro scores 46.30 for $207.
- Ministral 3 8B is off the frontier: at the same or lower cost, GPT-6 Luna (Low) scores 21.50 for $10.6.
Mercury 2.5Ministral 3 8BToday'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/mercury-2-5/ministral-3-8b · Markdown: /api/v1/compare/mercury-2-5/ministral-3-8b?format=md · llms.txt · agent skill