Muse Spark 1.3 (Xhigh) vs Qwen3 Coder Next
Which is better for the money: Muse Spark 1.3 (Xhigh) by Meta or Qwen3 Coder Next by Alibaba? 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 35.9 points higher (45.1 vs 9.2) but costs 4.1× as much to run the benchmark ($1655 vs $405; premium vs mid-range cost classes). They are not alternatives at one budget: pick Muse Spark 1.3 (Xhigh) when you need intelligence above 9.2, and Qwen3 Coder Next when 9.2 is enough.
| Metric | Muse Spark 1.3 (Xhigh) | Qwen3 Coder Next | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 45.1 | 9.2 | −79.6% Qwen3 Coder Next is 79.6% less intelligent |
| Total AA cost (lower is better) | $1,655.27 | $405.10 | −75.5% Qwen3 Coder Next is 75.5% cheaper |
| End-to-end time (lower is better) | 29.05s | 6.20s | −78.7% Qwen3 Coder Next is 78.7% faster |
| Price per 1M tokens (in / out) | $1.25 / $4.25 | $0.31 / $1.00 | |
| Input modalities | Text, Image, Video | Text |
Qwen3 Coder Next vs Muse Spark 1.3 (Xhigh): 79.6% less intelligence, 75.5% less cost to run the AA benchmark, and 78.7% faster 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 Coder Next is off the frontier: at the same or lower cost, GPT-6.1 Sol (Medium) scores 47.80 for $361.
Muse Spark 1.3 (Xhigh)Qwen3 Coder NextToday's Pareto frontierOpen-weights frontierEvery other model
Matchup
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