Gemini 3.1 Flash-Lite vs Muse Ember (Xhigh)
Which is better for the money: Gemini 3.1 Flash-Lite by Google or Muse Ember (Xhigh) 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 (Xhigh)
Muse Ember (Xhigh) vs Gemini 3.1 Flash-Lite: 450.0% more intelligence, 57.3% less cost to run the AA benchmark, and 52.4% slower end-to-end.
| Metric | Gemini 3.1 Flash-Lite | Muse Ember (Xhigh) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 6.2 | 34.1 | +450.0% Muse Ember (Xhigh) is 5.5× more intelligent |
| Total AA cost (lower is better) | $224.32 | $95.73 | −57.3% Muse Ember (Xhigh) is 57.3% cheaper |
| End-to-end time (lower is better) | 6.22s | 9.48s | +52.4% Muse Ember (Xhigh) is 52.4% slower |
| Price per 1M tokens (in / out) | $0.25 / $1.50 | $0.10 / $0.50 | |
| Input modalities | Text, Image, Speech, Video | Text, Image |
Today's Pareto frontier
Against the frontier
- Gemini 3.1 Flash-Lite is off the frontier: at the same or lower cost, GPT-6.1 Terra (Medium) scores 38.20 for $190.
- Muse Ember (Xhigh) is on today's frontier: nothing is both smarter and cheaper.
Gemini 3.1 Flash-LiteMuse Ember (Xhigh)Today's Pareto frontierEvery other model
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