The Moat Index
Compare moats, side by side.
Two to four companies, scored on the same four filters from their SEC filings — so the comparison is apples to apples. The method is fully public.
| Measure | MVIS | AEYE | XMTR | QUBT |
|---|---|---|---|---|
| Moat Score (0–100) | 25 | 26 (highest) | 26 (highest) | 25 |
| Pricing power | 31 | 70 (highest) | 38 | 35 |
| Returns on capital | 0 (highest) | 0 (highest) | 0 (highest) | 0 (highest) |
| Balance-sheet safety | 55 (highest) | 0 | 28 | 28 |
| Capital discipline | 24 | 24 | 44 (highest) | 44 (highest) |
| Margin of safety | No price data | No price data | No price data | No price data |
| Market cap | $91.1M | $81.9M | — | $1.7B |
| Moat tier | No moat | No moat | No moat | No moat |
| Filings as of | FY2025 | FY2025 | FY2025 | FY2025 |