Kimi K2.7 Code vs Muse Spark 1.2 (xhigh)
Which is better for the money: Kimi K2.7 Code by Kimi or Muse Spark 1.2 (xhigh) by Meta? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-09-22.
Trade-off
Verdict
Depends on your budget
Muse Spark 1.2 (xhigh) scores 13.8 points higher (39.6 vs 25.8) but costs 1.4× as much to run the benchmark ($1385 vs $993; both premium class). Pick Muse Spark 1.2 (xhigh) when the extra intelligence is worth the premium, otherwise Kimi K2.7 Code.
| Metric | Kimi K2.7 Code | Muse Spark 1.2 (xhigh) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 25.8 | 39.6 | +53.5% Muse Spark 1.2 (xhigh) is 53.5% more intelligent |
| Total AA cost (lower is better) | $992.88 | $1,385.40 | +39.5% Muse Spark 1.2 (xhigh) is 39.5% more expensive |
| End-to-end time (lower is better) | 47.33s | 30.67s | −35.2% Muse Spark 1.2 (xhigh) is 35.2% faster |
| Price per 1M tokens (in / out) | $0.95 / $4.00 | $1.25 / $4.25 | |
| Input modalities | Text, Image, Video | Text, Image, Speech, Video |
Muse Spark 1.2 (xhigh) vs Kimi K2.7 Code: 53.5% more intelligence, 39.5% more cost to run the AA benchmark, and 35.2% faster end-to-end.
Today's Pareto frontier
Against the frontier
- Kimi K2.7 Code is off the frontier: at the same or lower cost, MiMo-V2.6-Pro scores 46.30 for $207.
- Muse Spark 1.2 (xhigh) is off the frontier: at the same or lower cost, MiMo-V2.6-Pro scores 46.30 for $207.
Kimi K2.7 CodeMuse Spark 1.2 (xhigh)Today's Pareto frontierOpen-weights frontierEvery other model
Matchup
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