16 companies tracked, 5 with documented incidents. Ranked by RobotRisk index; tick marks category median where nonzero.
Sidewalk-delivery robotics shows 13 incidents across 5 of 16 tracked companies, a 31-percent record rate on a small population. Crash is the dominant type at 6 of 13 entries, with injury (3), disruption (2), fire (1), and shutdown (1) making up the remainder. Severity concentrates at the low-to-moderate end, with 7 of 13 entries at tier 2 and 3 at tier 1, and only 3 entries at tiers 3 and 4 combined, indicating a record weighted toward minor operational incidents. Serve Robotics, Coco Robotics, and Starship account for the bulk of named entities, consistent with these being the category's most deployed fleets.
| Company | RobotRisk index (0-100) | Category percentile | Band | Incidents |
|---|---|---|---|---|
| Serve Robotics | 26.8 |
100% | Elevated | 5 |
| Coco Robotics | 20.7 |
93% | Elevated | 4 |
| Starship | 16.9 |
87% | Elevated | 2 |
| Kiwibot | 5.8 |
80% | Low | 1 |
| Neubility | 4.9 |
73% | Low | 1 |
| Cartken | 0.0 |
0% | None documented | 0 |
| Ottonomy.IO | 0.0 |
0% | None documented | 0 |
| Refraction AI | 0.0 |
0% | None documented | 0 |
| Relay Robotics | 0.0 |
0% | None documented | 0 |
| Piaggio Fast Forward | 0.0 |
0% | None documented | 0 |
| REE Automotive | 0.0 |
0% | None documented | 0 |
| Academy of Robotics | 0.0 |
0% | None documented | 0 |
| JD Logistics | 0.0 |
0% | None documented | 0 |
| Meituan | 0.0 |
0% | None documented | 0 |
| Cainiao | 0.0 |
0% | None documented | 0 |
| Yandex | 0.0 |
0% | None documented | 0 |