GPT-5.4 nano (Xhigh) vs Granite 4.2 8B
Which is better for the money: GPT-5.4 nano (Xhigh) by OpenAI or Granite 4.2 8B by IBM? 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
GPT-5.4 nano (Xhigh) scores 9.6 points higher (20.7 vs 11.1) but costs 6.2× as much to run the benchmark ($331 vs $53.1; both mid-range class). They are not alternatives at one budget: pick GPT-5.4 nano (Xhigh) when you need intelligence above 11.1, and Granite 4.2 8B when 11.1 is enough.
| Metric | GPT-5.4 nano (Xhigh) | Granite 4.2 8B | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 20.7 | 11.1 | −46.4% Granite 4.2 8B is 46.4% less intelligent |
| Total AA cost (lower is better) | $331.24 | $53.07 | −84.0% Granite 4.2 8B is 84.0% cheaper |
| End-to-end time (lower is better) | 53.29s | 39.25s | −26.3% Granite 4.2 8B is 26.3% faster |
| Price per 1M tokens (in / out) | $0.20 / $1.25 | $0.06 / $0.25 | |
| Input modalities | Text, Image | Text |
Granite 4.2 8B vs GPT-5.4 nano (Xhigh): 46.4% less intelligence, 84.0% less cost to run the AA benchmark, and 26.3% 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.
- Granite 4.2 8B is off the frontier: at the same or lower cost, GPT-6 Luna (High) scores 32.90 for $47.9.
GPT-5.4 nano (Xhigh)Granite 4.2 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/granite-4-2-8b · Markdown: /api/v1/compare/gpt-5-4-nano/granite-4-2-8b?format=md · llms.txt · agent skill