GPT-5.5 (High) vs GPT-5.5 (Medium)
Which is better for the money: GPT-5.5 (High) by OpenAI or GPT-5.5 (Medium) by OpenAI? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-25.
Trade-off
Verdict
Depends on your budget
GPT-5.5 (High) scores 3.2 points higher (37.0 vs 33.8) but costs 1.6× as much to run the benchmark ($3411 vs $2095; both flagship class). Pick GPT-5.5 (High) when the extra intelligence is worth the premium, otherwise GPT-5.5 (Medium).
| Metric | GPT-5.5 (High) | GPT-5.5 (Medium) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 37.0 | 33.8 | −8.6% GPT-5.5 (Medium) is 8.6% less intelligent |
| Total AA cost (lower is better) | $3,410.76 | $2,095.12 | −38.6% GPT-5.5 (Medium) is 38.6% cheaper |
| End-to-end time (lower is better) | 19.56s | 12.63s | −35.4% GPT-5.5 (Medium) is 35.4% faster |
| Price per 1M tokens (in / out) | $5.00 / $30.0 | $5.00 / $30.0 | |
| Input modalities | Text, Image | Text, Image |
GPT-5.5 (Medium) vs GPT-5.5 (High): 8.6% less intelligence, 38.6% less cost to run the AA benchmark, and 35.4% faster end-to-end.
Today's Pareto frontier
Against the frontier
- GPT-5.5 (High) is off the frontier: at the same or lower cost, Kimi K3.1 Pro scores 55.10 for $3117.
- GPT-5.5 (Medium) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Max) scores 51.80 for $1082.
GPT-5.5 (High)GPT-5.5 (Medium)Today's Pareto frontierEvery other model
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-5-high/gpt-5-5-medium · Markdown: /api/v1/compare/gpt-5-5-high/gpt-5-5-medium?format=md · llms.txt · agent skill