89 companies tracked, 18 with documented incidents. Ranked by RobotRisk index; tick marks category median where nonzero.
The category's only entity on record, Kodiak, contributes a single low-severity regulatory filing covering three minor manual-mode contact incidents. There is no recorded autonomous-mode failure, recall, or crash in this dataset for the category. The available data shows no concentration or dominant failure mode beyond routine, low-severity manual-operation contact events disclosed to a regulator. On the evidence given, the category's record is sparse and regulator-driven rather than press-driven.
| Company | RobotRisk index (0-100) | Category percentile | Band | Incidents |
|---|---|---|---|---|
| Waymo | 94.7 |
100% | Critical | 1167 |
| Tesla | 63.5 |
99% | High | 65 |
| May Mobility | 41.1 |
98% | Elevated | 16 |
| Cruise | 40.5 |
97% | Elevated | 10 |
| Zoox | 39.0 |
96% | Elevated | 13 |
| Motional | 37.1 |
94% | Elevated | 11 |
| Aurora | 33.6 |
93% | Elevated | 8 |
| Baidu Apollo Go | 31.6 |
92% | Elevated | 4 |
| Nuro | 27.7 |
91% | Elevated | 5 |
| Pony.AI | 24.2 |
90% | Elevated | 4 |
| Avride | 21.1 |
89% | Elevated | 2 |
| Stack AV | 18.4 |
88% | Elevated | 2 |
| WeRide | 15.6 |
86% | Elevated | 2 |
| Beep | 13.2 |
85% | Low | 1 |
| EasyMile | 10.8 |
84% | Low | 1 |
| Neolix | 10.5 |
83% | Low | 1 |
| Kodiak | 3.6 |
82% | Low | 1 |
| BlackBerry QNX | 3.3 |
81% | Low | 1 |
| Atlas Energy Solutions | 0.0 |
0% | None documented | 0 |
| AutoMo | 0.0 |
0% | None documented | 0 |
| AutoX | 0.0 |
0% | None documented | 0 |
| Bot Auto | 0.0 |
0% | None documented | 0 |
| Einride | 0.0 |
0% | None documented | 0 |
| Gatik | 0.0 |
0% | None documented | 0 |
| Helm.ai | 0.0 |
0% | None documented | 0 |
| Lucid | 0.0 |
0% | None documented | 0 |
| Mercedes-Benz R&D NA | 0.0 |
0% | None documented | 0 |
| Mobileye | 0.0 |
0% | None documented | 0 |
| MOIA (Volkswagen) | 0.0 |
0% | None documented | 0 |
| Momenta | 0.0 |
0% | None documented | 0 |
| Plus | 0.0 |
0% | None documented | 0 |
| Ryan Transportation | 0.0 |
0% | None documented | 0 |
| Tensor | 0.0 |
0% | None documented | 0 |
| Torc | 0.0 |
0% | None documented | 0 |
| Waabi | 0.0 |
0% | None documented | 0 |
| Wayve | 0.0 |
0% | None documented | 0 |
| DiDi Autonomous Driving | 0.0 |
0% | None documented | 0 |
| DeepRoute.ai | 0.0 |
0% | None documented | 0 |
| Qcraft | 0.0 |
0% | None documented | 0 |
| UISEE | 0.0 |
0% | None documented | 0 |
| Idriverplus | 0.0 |
0% | Not yet assessed | 0 |
| Nullmax | 0.0 |
0% | None documented | 0 |
| SenseTime (SenseAuto) | 0.0 |
0% | None documented | 0 |
| Trunk Tech | 0.0 |
0% | None documented | 0 |
| Inceptio Technology | 0.0 |
0% | None documented | 0 |
| Tier IV | 0.0 |
0% | None documented | 0 |
| BOLDLY | 0.0 |
0% | None documented | 0 |
| 42dot | 0.0 |
0% | None documented | 0 |
| StradVision | 0.0 |
0% | None documented | 0 |
| Hyundai Mobis | 0.0 |
0% | None documented | 0 |
| HL Klemove | 0.0 |
0% | None documented | 0 |
| Flux Auto | 0.0 |
0% | None documented | 0 |
| Imagry | 0.0 |
0% | None documented | 0 |
| Cognata | 0.0 |
0% | None documented | 0 |
| Foretellix | 0.0 |
0% | None documented | 0 |
| Ottopia | 0.0 |
0% | None documented | 0 |
| DriveU.auto | 0.0 |
0% | None documented | 0 |
| Oxa | 0.0 |
0% | None documented | 0 |
| StreetDrone | 0.0 |
0% | None documented | 0 |
| Fusion Processing | 0.0 |
0% | None documented | 0 |
| rFpro | 0.0 |
0% | None documented | 0 |
| Valeo | 0.0 |
0% | None documented | 0 |
| Holon | 0.0 |
0% | None documented | 0 |
| Vay | 0.0 |
0% | None documented | 0 |
| Kopernikus Automotive | 0.0 |
0% | None documented | 0 |
| Continental | 0.0 |
0% | None documented | 0 |
| Bosch | 0.0 |
0% | None documented | 0 |
| ZF Group | 0.0 |
0% | None documented | 0 |
| Auve Tech | 0.0 |
0% | None documented | 0 |
| Sensible 4 | 0.0 |
0% | None documented | 0 |
| Zenseact | 0.0 |
0% | None documented | 0 |
| Embotech | 0.0 |
0% | None documented | 0 |
| NXP Semiconductors | 0.0 |
0% | None documented | 0 |
| Applied EV | 0.0 |
0% | None documented | 0 |
| Seeing Machines | 0.0 |
0% | None documented | 0 |
| Magna International | 0.0 |
0% | None documented | 0 |
| Qualcomm | 0.0 |
0% | None documented | 0 |
| Ambarella | 0.0 |
0% | None documented | 0 |
| Aptiv | 0.0 |
0% | None documented | 0 |
| Perceptive Automata | 0.0 |
0% | None documented | 0 |
| Phantom Auto | 0.0 |
0% | None documented | 0 |
| Pronto.ai | 0.0 |
0% | None documented | 0 |
| Robotic Research | 0.0 |
0% | None documented | 0 |
| Perrone Robotics | 0.0 |
0% | None documented | 0 |
| Glydways | 0.0 |
0% | None documented | 0 |
| Halo.Car | 0.0 |
0% | None documented | 0 |
| Parallel Domain | 0.0 |
0% | None documented | 0 |
| Netradyne | 0.0 |
0% | None documented | 0 |
| Lytx | 0.0 |
0% | None documented | 0 |