Muse Spark 1.2 (Xhigh) vs Ring-2.6-1T
Which is better for the money: Muse Spark 1.2 (Xhigh) by Meta or Ring-2.6-1T by InclusionAI? 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 1.2 (Xhigh) scores 23.0 points higher (39.6 vs 16.6) but costs 2.4× as much to run the benchmark ($1385 vs $576; both premium class). Pick Muse Spark 1.2 (Xhigh) when the extra intelligence is worth the premium, otherwise Ring-2.6-1T.
| Metric | Muse Spark 1.2 (Xhigh) | Ring-2.6-1T | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 39.6 | 16.6 | −58.1% Ring-2.6-1T is 58.1% less intelligent |
| Total AA cost (lower is better) | $1,385.40 | $575.60 | −58.5% Ring-2.6-1T is 58.5% cheaper |
| End-to-end time (lower is better) | 22.03s | 24.04s | +9.1% Ring-2.6-1T is 9.1% slower |
| Price per 1M tokens (in / out) | $1.25 / $4.25 | $0.30 / $2.50 | |
| Input modalities | Text, Image, Speech, Video | Text |
Ring-2.6-1T vs Muse Spark 1.2 (Xhigh): 58.1% less intelligence, 58.5% less cost to run the AA benchmark, and 9.1% slower end-to-end.
Today's Pareto frontier
Against the frontier
- Muse Spark 1.2 (Xhigh) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Max) scores 51.80 for $1082.
- Ring-2.6-1T is off the frontier: at the same or lower cost, GPT-6.1 Sol (High) scores 50.20 for $521.
Muse Spark 1.2 (Xhigh)Ring-2.6-1TToday'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-1-2/ring-2-6-1t · Markdown: /api/v1/compare/muse-spark-1-2/ring-2-6-1t?format=md · llms.txt · agent skill