Gemma 4 E4B (Reasoning) vs Muse Spark 1.1 (Xhigh)
Which is better for the money: Gemma 4 E4B (Reasoning) by Google or Muse Spark 1.1 (Xhigh) by Meta? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-24.
Trade-off
Verdict
Depends on your budget
Muse Spark 1.1 (Xhigh) scores 24.8 points higher (33.7 vs 8.9) but costs 118× as much to run the benchmark ($1737 vs $14.7; premium vs budget cost classes). They are not alternatives at one budget: pick Muse Spark 1.1 (Xhigh) when you need intelligence above 8.9, and Gemma 4 E4B (Reasoning) when 8.9 is enough.
| Metric | Gemma 4 E4B (Reasoning) | Muse Spark 1.1 (Xhigh) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 8.9 | 33.7 | +278.7% Muse Spark 1.1 (Xhigh) is 3.8× more intelligent |
| Total AA cost (lower is better) | $14.68 | $1,737.18 | +11733.7% Muse Spark 1.1 (Xhigh) is 118× more expensive |
| End-to-end time (lower is better) | 57.75s | 19.50s | −66.2% Muse Spark 1.1 (Xhigh) is 66.2% faster |
| Price per 1M tokens (in / out) | $0.02 / $0.10 | $1.25 / $4.25 | |
| Input modalities | Text, Image, Speech, Video | Text, Image, Speech, Video |
Muse Spark 1.1 (Xhigh) vs Gemma 4 E4B (Reasoning): 278.7% more intelligence, 11733.7% more cost to run the AA benchmark, and 66.2% faster end-to-end.
Today's Pareto frontier
Against the frontier
- Gemma 4 E4B (Reasoning) is off the frontier: at the same or lower cost, GPT-6 Luna (Low) scores 21.50 for $10.6.
- Muse Spark 1.1 (Xhigh) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Max) scores 51.80 for $1082.
Gemma 4 E4B (Reasoning)Muse Spark 1.1 (Xhigh)Today's Pareto frontierOpen-weights frontierEvery other model
Matchup
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