Celeris-1 vs Muse Spark 1.3 (Xhigh)
Which is better for the money: Celeris-1 by Celeris or Muse Spark 1.3 (Xhigh) by Meta? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-25.
Trade-off
Verdict
Depends on your budget
Muse Spark 1.3 (Xhigh) scores 38.8 points higher (45.1 vs 6.3) but costs 28× as much to run the benchmark ($1655 vs $60.0; premium vs mid-range cost classes). They are not alternatives at one budget: pick Muse Spark 1.3 (Xhigh) when you need intelligence above 6.3, and Celeris-1 when 6.3 is enough.
| Metric | Celeris-1 | Muse Spark 1.3 (Xhigh) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 6.3 | 45.1 | +615.9% Muse Spark 1.3 (Xhigh) is 7.2× more intelligent |
| Total AA cost (lower is better) | $59.99 | $1,655.27 | +2659.2% Muse Spark 1.3 (Xhigh) is 28× more expensive |
| End-to-end time (lower is better) | 0.87s | 29.05s | +3239.1% Muse Spark 1.3 (Xhigh) is 3239.1% slower |
| Price per 1M tokens (in / out) | $0.20 / $0.70 | $1.25 / $4.25 | |
| Input modalities | Text, Image | Text, Image, Video |
Muse Spark 1.3 (Xhigh) vs Celeris-1: 615.9% more intelligence, 2659.2% more cost to run the AA benchmark, and 3239.1% slower end-to-end.
Today's Pareto frontier
Against the frontier
- Celeris-1 is off the frontier: at the same or lower cost, Claude Haiku 5.5 (Medium) scores 34.50 for $56.4.
- Muse Spark 1.3 (Xhigh) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Max) scores 51.80 for $1082.
Celeris-1Muse Spark 1.3 (Xhigh)Today's Pareto frontierEvery other model
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