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 2026-08-19.
Trade-off
Verdict
Depends on your budget
Muse Spark 1.2 (xhigh) scores 13.8 points higher (56.8 vs 43.0) but costs 1.2× as much to run the benchmark ($639 vs $545; 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) | 43.0 | 56.8 | +32.1% Muse Spark 1.2 (xhigh) is 32.1% more intelligent |
| Total AA cost (lower is better) | $544.58 | $639.27 | +17.4% Muse Spark 1.2 (xhigh) is 17.4% more expensive |
| End-to-end time (lower is better) | 75.91s | Not reported | — not comparable |
| Price per 1M tokens (in / out) | $0.95 / $4.00 | $1.25 / $4.25 | |
| Input modalities | Not reported | Not reported |
Muse Spark 1.2 (xhigh) vs Kimi K2.7 Code: 32.1% more intelligence, 17.4% more cost to run the AA benchmark, and end-to-end time not fully reported.
Today's Pareto frontier
Against the frontier
- Kimi K2.7 Code is off the frontier: at the same or lower cost, Gemini 3.7 Flash (high) scores 56.00 for $485.
- Muse Spark 1.2 (xhigh) is on today's frontier: nothing is both smarter and cheaper.
Kimi K2.7 CodeMuse Spark 1.2 (xhigh)Today's Pareto frontierOpen-weights frontierEvery other model
Matchup
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