Muse Spark 1.2 (Xhigh) vs Qwen3.5 122B A10B (Reasoning)
Which is better for the money: Muse Spark 1.2 (Xhigh) by Meta or Qwen3.5 122B A10B (Reasoning) by Alibaba? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-26.
Trade-off
Verdict
Depends on your budget
Muse Spark 1.2 (Xhigh) scores 24.0 points higher (39.6 vs 15.6) but costs 2.1× as much to run the benchmark ($1385 vs $661; both premium class). Pick Muse Spark 1.2 (Xhigh) when the extra intelligence is worth the premium, otherwise Qwen3.5 122B A10B (Reasoning).
| Metric | Muse Spark 1.2 (Xhigh) | Qwen3.5 122B A10B (Reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 39.6 | 15.6 | −60.6% Qwen3.5 122B A10B (Re… is 60.6% less intelligent |
| Total AA cost (lower is better) | $1,385.40 | $661.29 | −52.3% Qwen3.5 122B A10B (Re… is 52.3% cheaper |
| End-to-end time (lower is better) | 20.76s | 21.22s | +2.2% Qwen3.5 122B A10B (Re… is 2.2% slower |
| Price per 1M tokens (in / out) | $1.25 / $4.25 | $0.40 / $3.20 | |
| Input modalities | Text, Image, Speech, Video | Text, Image |
Qwen3.5 122B A10B (Reasoning) vs Muse Spark 1.2 (Xhigh): 60.6% less intelligence, 52.3% less cost to run the AA benchmark, and 2.2% slower end-to-end.
Today's Pareto frontier
Against the frontier
- Muse Spark 1.2 (Xhigh) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Max) scores 51.80 for $1082.
- Qwen3.5 122B A10B (Reasoning) is off the frontier: at the same or lower cost, GPT-6.1 Sol (High) scores 50.20 for $521.
Muse Spark 1.2 (Xhigh)Qwen3.5 122B A10B (Reasoning)Today's Pareto frontierOpen-weights frontierEvery other model
Matchup
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