GPT-5.4 nano (Xhigh) vs Ministral 3 8B
Which is better for the money: GPT-5.4 nano (Xhigh) by OpenAI 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
GPT-5.4 nano (Xhigh) scores 15.2 points higher (20.7 vs 5.5) but costs 12× as much to run the benchmark ($331 vs $27.5; mid-range vs budget cost classes). They are not alternatives at one budget: pick GPT-5.4 nano (Xhigh) when you need intelligence above 5.5, and Ministral 3 8B when 5.5 is enough.
| Metric | GPT-5.4 nano (Xhigh) | Ministral 3 8B | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 20.7 | 5.5 | −73.4% Ministral 3 8B is 73.4% less intelligent |
| Total AA cost (lower is better) | $331.24 | $27.47 | −91.7% Ministral 3 8B is 91.7% cheaper |
| End-to-end time (lower is better) | 108.97s | 5.35s | −95.1% Ministral 3 8B is 95.1% faster |
| Price per 1M tokens (in / out) | $0.20 / $1.25 | $0.15 / $0.15 | |
| Input modalities | Text, Image | Text, Image |
Ministral 3 8B vs GPT-5.4 nano (Xhigh): 73.4% less intelligence, 91.7% less cost to run the AA benchmark, and 95.1% faster end-to-end.
Today's Pareto frontier
Against the frontier
- GPT-5.4 nano (Xhigh) 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.
GPT-5.4 nano (Xhigh)Ministral 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/gpt-5-4-nano/ministral-3-8b · Markdown: /api/v1/compare/gpt-5-4-nano/ministral-3-8b?format=md · llms.txt · agent skill