Claude Opus 5.5 (Medium, Default Fallback) vs GPT-5.4 nano (Xhigh)
Which is better for the money: Claude Opus 5.5 (Medium, Default Fallback) by Anthropic or GPT-5.4 nano (Xhigh) by OpenAI? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-26.
Depends on your budget
Claude Opus 5.5 (Medium, Default Fallba… scores 30.5 points higher (51.2 vs 20.7) but costs 4.9× as much to run the benchmark ($1627 vs $331; premium vs mid-range cost classes). They are not alternatives at one budget: pick Claude Opus 5.5 (Medium, Default Fallba… when you need intelligence above 20.7, and GPT-5.4 nano (Xhigh) when 20.7 is enough.
| Metric | Claude Opus 5.5 (Medium, Default Fallback) | GPT-5.4 nano (Xhigh) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 51.2 | 20.7 | −59.6% GPT-5.4 nano (Xhigh) is 59.6% less intelligent |
| Total AA cost (lower is better) | $1,626.81 | $331.24 | −79.6% GPT-5.4 nano (Xhigh) is 79.6% cheaper |
| End-to-end time (lower is better) | 23.21s | 93.46s | +302.7% GPT-5.4 nano (Xhigh) is 302.7% slower |
| Price per 1M tokens (in / out) | $4.00 / $20.0 | $0.20 / $1.25 | |
| Input modalities | Text, Image | Text, Image |
GPT-5.4 nano (Xhigh) vs Claude Opus 5.5 (Medium, Default Fallback): 59.6% less intelligence, 79.6% less cost to run the AA benchmark, and 302.7% slower end-to-end.
Against the frontier
- Claude Opus 5.5 (Medium, Default Fallback) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Max) scores 51.80 for $1082.
- GPT-5.4 nano (Xhigh) is off the frontier: at the same or lower cost, MiMo-V2.6-Pro scores 46.30 for $207.
Compare something else
Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-opus-5-5-medium/gpt-5-4-nano · Markdown: /api/v1/compare/claude-opus-5-5-medium/gpt-5-4-nano?format=md · llms.txt · agent skill