Kimi K2.7 Code vs Muse Spark 1.3 (Xhigh)
Which is better for the money: Kimi K2.7 Code by Kimi or Muse Spark 1.3 (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 1.3 (Xhigh) scores 19.3 points higher (45.1 vs 25.8) but costs 1.7× as much to run the benchmark ($1655 vs $993; both premium class). Pick Muse Spark 1.3 (Xhigh) when the extra intelligence is worth the premium, otherwise Kimi K2.7 Code.
| Metric | Kimi K2.7 Code | Muse Spark 1.3 (Xhigh) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 25.8 | 45.1 | +74.8% Muse Spark 1.3 (Xhigh) is 74.8% more intelligent |
| Total AA cost (lower is better) | $992.88 | $1,655.27 | +66.7% Muse Spark 1.3 (Xhigh) is 66.7% more expensive |
| End-to-end time (lower is better) | 46.75s | 29.94s | −36.0% Muse Spark 1.3 (Xhigh) is 36.0% faster |
| Price per 1M tokens (in / out) | $0.95 / $4.00 | $1.25 / $4.25 | |
| Input modalities | Text, Image, Video | Text, Image, Video |
Muse Spark 1.3 (Xhigh) vs Kimi K2.7 Code: 74.8% more intelligence, 66.7% more cost to run the AA benchmark, and 36.0% 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, GPT-6.1 Sol (Xhigh) scores 51.00 for $662.
- 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.
Kimi K2.7 CodeMuse Spark 1.3 (Xhigh)Today's Pareto frontierOpen-weights frontierEvery other model
Matchup
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