GPT-6.1 Terra (Non-reasoning) vs Muse Ember (Max)
Which is better for the money: GPT-6.1 Terra (Non-reasoning) 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.
Clear winner
Verdict
Pick Muse Ember (Max)
Muse Ember (Max) vs GPT-6.1 Terra (Non-reasoning): 18.0% more intelligence, 45.1% less cost to run the AA benchmark, and 34.7% slower end-to-end.
| Metric | GPT-6.1 Terra (Non-reasoning) | Muse Ember (Max) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 30.5 | 36.0 | +18.0% Muse Ember (Max) is 18.0% more intelligent |
| Total AA cost (lower is better) | $213.33 | $117.12 | −45.1% Muse Ember (Max) is 45.1% cheaper |
| End-to-end time (lower is better) | 7.49s | 10.09s | +34.7% Muse Ember (Max) is 34.7% slower |
| Price per 1M tokens (in / out) | $1.00 / $5.00 | $0.10 / $0.50 | |
| Input modalities | Text, Image | Text, Image |
Today's Pareto frontier
Against the frontier
- GPT-6.1 Terra (Non-reasoning) is off the frontier: at the same or lower cost, GPT-6.1 Terra (Medium) scores 38.20 for $190.
- Muse Ember (Max) is on today's frontier: nothing is both smarter and cheaper.
GPT-6.1 Terra (Non-reasoning)Muse Ember (Max)Today's Pareto frontierEvery other model
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