Answer
What competes with Serve Gen 3?
The sidewalk models that compete with Serve Gen 3 from Serve Robotics, ranked by verified deployment count on the DEPLOY registry. Serve Gen 3 itself has 15 verified deployments.
| # | Model | Maker | Environment | Maturity | Deployments |
|---|---|---|---|---|---|
| 1 | Starship Bot | Starship Technologies | sidewalk | commercial | 41 |
| 2 | Kiwibot 4.0 | Kiwibot | sidewalk | commercial | 16 |
| 3 | Avride delivery robot | Avride | sidewalk | commercial | 15 |
| 4 | Coco Bot | Coco Robotics | sidewalk | commercial | 12 |
| 5 | Starship Delivery Robot | Starship Technologies | sidewalk | research | 9 |
| 6 | Dax ADA | Daxbot | sidewalk | commercial | 7 |
| 7 | Cartken Courier | Cartken | sidewalk | commercial | 6 |
| 8 | Coco Delivery Robot | Coco Robotics | sidewalk | commercial | 6 |
| 9 | Serve Robot | Serve Robotics | sidewalk | commercial | 4 |
| 10 | JD Autonomous Delivery Robot | JD Logistics | outdoor | production | 3 |
| 11 | Neubie | Neubility | sidewalk | production | 3 |
| 12 | YAPE | Yape | sidewalk | commercial | 3 |
| 13 | Amazon Scout | Amazon | sidewalk | commercial | 2 |
| 14 | Beastro | Kitchen Robotics | indoor | commercial | 2 |
| 15 | Circus Autonomous Kitchen System | Circus Group | indoor | commercial | 2 |
Rebuilt every 15 minutes. Competitor set: same form_factor, reviewStatus=reviewed, top 15 by verified deployment count. This page only renders for models with at least 3 verified deployments and 3 same-segment peers; thinner models fall to a 404 rather than an empty ranking. See the full Serve Gen 3 record for specs, brains, incidents, and supply chain.