GPT-6.1 Sol (Max) vs GPT-6.1 Sol (Medium)
Which is better for the money: GPT-6.1 Sol (Max) by OpenAI or GPT-6.1 Sol (Medium) by OpenAI? 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-6.1 Sol (Max) scores 4.0 points higher (51.8 vs 47.8) but costs 3.0× as much to run the benchmark ($1082 vs $361; premium vs mid-range cost classes). Pick GPT-6.1 Sol (Max) when the extra intelligence is worth the premium, otherwise GPT-6.1 Sol (Medium).
| Metric | GPT-6.1 Sol (Max) | GPT-6.1 Sol (Medium) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 51.8 | 47.8 | −7.7% GPT-6.1 Sol (Medium) is 7.7% less intelligent |
| Total AA cost (lower is better) | $1,081.55 | $361.37 | −66.6% GPT-6.1 Sol (Medium) is 66.6% cheaper |
| End-to-end time (lower is better) | 220.48s | 14.35s | −93.5% GPT-6.1 Sol (Medium) is 93.5% faster |
| Price per 1M tokens (in / out) | $2.00 / $10.0 | $2.00 / $10.0 | |
| Input modalities | Text, Image | Text, Image |
GPT-6.1 Sol (Medium) vs GPT-6.1 Sol (Max): 7.7% less intelligence, 66.6% less cost to run the AA benchmark, and 93.5% faster end-to-end.
Today's Pareto frontier
Against the frontier
- GPT-6.1 Sol (Max) is on today's frontier: nothing is both smarter and cheaper.
- GPT-6.1 Sol (Medium) is on today's frontier: nothing is both smarter and cheaper.
GPT-6.1 Sol (Max)GPT-6.1 Sol (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-6-1-sol/gpt-6-1-sol-medium · Markdown: /api/v1/compare/gpt-6-1-sol/gpt-6-1-sol-medium?format=md · llms.txt · agent skill