GPT-6.1 Sol (High) vs GPT-6.1 Sol (Xhigh)
Which is better for the money: GPT-6.1 Sol (High) by OpenAI or GPT-6.1 Sol (Xhigh) 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 (Xhigh) scores 0.8 points higher (51.0 vs 50.2) but costs 1.3× as much to run the benchmark ($662 vs $521; both premium class). Pick GPT-6.1 Sol (Xhigh) when the extra intelligence is worth the premium, otherwise GPT-6.1 Sol (High).
| Metric | GPT-6.1 Sol (High) | GPT-6.1 Sol (Xhigh) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 50.2 | 51.0 | +1.6% GPT-6.1 Sol (Xhigh) is 1.6% more intelligent |
| Total AA cost (lower is better) | $521.32 | $662.28 | +27.0% GPT-6.1 Sol (Xhigh) is 27.0% more expensive |
| End-to-end time (lower is better) | 43.44s | 86.31s | +98.7% GPT-6.1 Sol (Xhigh) is 98.7% slower |
| Price per 1M tokens (in / out) | $2.00 / $10.0 | $2.00 / $10.0 | |
| Input modalities | Text, Image | Text, Image |
GPT-6.1 Sol (Xhigh) vs GPT-6.1 Sol (High): 1.6% more intelligence, 27.0% more cost to run the AA benchmark, and 98.7% slower end-to-end.
Today's Pareto frontier
Against the frontier
- GPT-6.1 Sol (High) is on today's frontier: nothing is both smarter and cheaper.
- GPT-6.1 Sol (Xhigh) is on today's frontier: nothing is both smarter and cheaper.
GPT-6.1 Sol (High)GPT-6.1 Sol (Xhigh)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-high/gpt-6-1-sol-xhigh · Markdown: /api/v1/compare/gpt-6-1-sol-high/gpt-6-1-sol-xhigh?format=md · llms.txt · agent skill