GPT-6.1 Sol (Xhigh) vs Muse Ember (Max)
Which is better for the money: GPT-6.1 Sol (Xhigh) by OpenAI or Muse Ember (Max) by Meta? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-11-10.
Trade-off
Verdict
Depends on your budget
GPT-6.1 Sol (Xhigh) scores 16.5 points higher (52.5 vs 36.0) but costs 6.1× as much to run the benchmark ($718 vs $117; premium vs mid-range cost classes). They are not alternatives at one budget: pick GPT-6.1 Sol (Xhigh) when you need intelligence above 36.0, and Muse Ember (Max) when 36.0 is enough.
| Metric | GPT-6.1 Sol (Xhigh) | Muse Ember (Max) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 52.5 | 36.0 | −31.4% Muse Ember (Max) is 31.4% less intelligent |
| Total AA cost (lower is better) | $717.71 | $117.12 | −83.7% Muse Ember (Max) is 83.7% cheaper |
| End-to-end time (lower is better) | 171.61s | 10.09s | −94.1% Muse Ember (Max) is 94.1% faster |
| Price per 1M tokens (in / out) | $2.00 / $10.0 | $0.10 / $0.50 | |
| Input modalities | Text, Image | Text, Image |
Muse Ember (Max) vs GPT-6.1 Sol (Xhigh): 31.4% less intelligence, 83.7% less cost to run the AA benchmark, and 94.1% faster end-to-end.
Today's Pareto frontier
Against the frontier
- GPT-6.1 Sol (Xhigh) is on today's frontier: nothing is both smarter and cheaper.
- Muse Ember (Max) is on today's frontier: nothing is both smarter and cheaper.
GPT-6.1 Sol (Xhigh)Muse Ember (Max)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-xhigh/muse-ember · Markdown: /api/v1/compare/gpt-6-1-sol-xhigh/muse-ember?format=md · llms.txt · agent skill