Grok 4.3 (Non-reasoning) vs Muse Spark Open (Xhigh)
Which is better for the money: Grok 4.3 (Non-reasoning) by SpaceXAI or Muse Spark Open (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 Open (Xhigh) scores 24.9 points higher (38.9 vs 14.0) but costs 4.7× as much to run the benchmark ($1185 vs $250; premium vs mid-range cost classes). They are not alternatives at one budget: pick Muse Spark Open (Xhigh) when you need intelligence above 14.0, and Grok 4.3 (Non-reasoning) when 14.0 is enough.
| Metric | Grok 4.3 (Non-reasoning) | Muse Spark Open (Xhigh) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 14.0 | 38.9 | +177.9% Muse Spark Open (Xhig… is 2.8× more intelligent |
| Total AA cost (lower is better) | $250.37 | $1,184.90 | +373.3% Muse Spark Open (Xhig… is 4.7× more expensive |
| End-to-end time (lower is better) | 5.93s | 17.34s | +192.4% Muse Spark Open (Xhig… is 192.4% slower |
| Price per 1M tokens (in / out) | $1.25 / $2.50 | $1.25 / $4.25 | |
| Input modalities | Text, Image | Text, Image, Speech, Video |
Muse Spark Open (Xhigh) vs Grok 4.3 (Non-reasoning): 177.9% more intelligence, 373.3% more cost to run the AA benchmark, and 192.4% slower end-to-end.
Today's Pareto frontier
Against the frontier
- Grok 4.3 (Non-reasoning) is off the frontier: at the same or lower cost, MiMo-V2.6-Pro scores 46.30 for $207.
- Muse Spark Open (Xhigh) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Max) scores 51.80 for $1082.
Grok 4.3 (Non-reasoning)Muse Spark Open (Xhigh)Today's Pareto frontierOpen-weights frontierEvery other model
Matchup
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