Muse Spark 1.3 (Xhigh) vs Qwen3.5 397B A17B (Reasoning)
Which is better for the money: Muse Spark 1.3 (Xhigh) by Meta or Qwen3.5 397B A17B (Reasoning) by Alibaba? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-27.
Trade-off
Verdict
Depends on your budget
Muse Spark 1.3 (Xhigh) scores 26.7 points higher (45.1 vs 18.4) but costs 1.5× as much to run the benchmark ($1433 vs $941; both premium class). Pick Muse Spark 1.3 (Xhigh) when the extra intelligence is worth the premium, otherwise Qwen3.5 397B A17B (Reasoning).
| Metric | Muse Spark 1.3 (Xhigh) | Qwen3.5 397B A17B (Reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 45.1 | 18.4 | −59.2% Qwen3.5 397B A17B (Re… is 59.2% less intelligent |
| Total AA cost (lower is better) | $1,433.35 | $940.97 | −34.4% Qwen3.5 397B A17B (Re… is 34.4% cheaper |
| End-to-end time (lower is better) | 27.32s | 65.32s | +139.1% Qwen3.5 397B A17B (Re… is 139.1% slower |
| Price per 1M tokens (in / out) | $1.25 / $4.25 | $0.60 / $3.60 | |
| Input modalities | Text, Image, Video | Text, Image |
Qwen3.5 397B A17B (Reasoning) vs Muse Spark 1.3 (Xhigh): 59.2% less intelligence, 34.4% less cost to run the AA benchmark, and 139.1% slower end-to-end.
Today's Pareto frontier
Against the frontier
- 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.
- Qwen3.5 397B A17B (Reasoning) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Xhigh) scores 51.00 for $662.
Muse Spark 1.3 (Xhigh)Qwen3.5 397B A17B (Reasoning)Today's Pareto frontierOpen-weights frontierEvery other model
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/muse-spark-1-3-xhigh/qwen3-5-397b-a17b · Markdown: /api/v1/compare/muse-spark-1-3-xhigh/qwen3-5-397b-a17b?format=md · llms.txt · agent skill