On October 10, Tesla's Robotaxi account said it has more than 300 Cybercabs serving Austin, up eightfold in 30 days. Tesla's head of AI software, Ashok Elluswamy, added that Dallas is next, with no date given.[1]
Those are Tesla's own numbers, posted on X and relayed by trade press. Even so, the direction is clear. Robotaxi fleets are moving from small pilots toward hundreds of vehicles in a single city.
Growth like that creates a plain operating question: where do all those vehicles get charged, cleaned and checked?
Pilot-scale servicing does not scale by itself
A fleet of a few dozen vehicles can be handled with a small team and a single site. At several hundred, the work becomes a daily routine that has to be scheduled, staffed and recorded.
Lyft's new Nashville depot is a useful public example. Flexdrive, Lyft's fleet management unit, has built an 80,000-square-foot site near the airport to charge, clean and maintain Waymo vehicles. Reports say it is designed for hundreds of vehicles, will run around the clock on three shifts and is scheduled to begin receiving vehicles on October 12.[2][3]
WSMV reports that vehicles are expected to drive themselves to the depot at least once a day, where crews inspect, clean and charge them. Waymo told the station its vehicles are designed to stay on the road at least eight hours before needing charging and service.[3] Those are one operator's design figures for one fleet. Other vehicles and other cities will differ.
Three pressure points as fleets grow
Charging time. More vehicles means more simultaneous demand for charging bays. The number of chargers matters, but so does how vehicles are sequenced so that a car is not waiting for a bay while another sits finished.
Cabin condition. Without a driver on board, a fleet needs a way to detect and report spills or left-behind items between routine checks. Waymo's Annabel Chang said vehicles are called back early when a rider leaves something behind or a car gets dirty.[3] Cleaning therefore has two parts: routine resets and incident response.
Readiness records. When hundreds of vehicles cycle through a site, the fleet team needs a clear signal about which are ready. A Moove vehicle-cleaner role describes digital status logging and vehicles that do not move until marked ready.[4]
Regulation is part of the picture
Growth is not happening in a vacuum. The same coverage notes that federal regulators at NHTSA are still examining how the Cybercab was certified.[1] The outcome could affect how fast fleets scale. Anyone planning servicing capacity should treat fleet-size announcements as signals, not guarantees.
What operators can do now
Operators don't need a finished depot network to start planning. A few questions are worth settling early:
- How many vehicles per city does the plan assume over the next 6 to 12 months, and what is the range if growth is slower?
- Which work happens at a large central site, and which could be done closer to where vehicles operate?
- What service windows does the fleet's demand pattern allow, and what must happen immediately after an incident?
- What does a vehicle need to show before it is released back to service?
- Which tasks need the operator's own technicians, and which can an outside service team handle under written procedures?
Lyft has also said it is exploring additional depot locations in Nashville as demand grows.[3] That points to a pattern worth watching: one large site may not be the whole answer.
Where Robotaxi Pit Stop fits
Robotaxi Pit Stop is developing a charging, cleaning, inspection and release service model for robotaxi fleets, with planned around-the-clock availability. We are scoping potential locations and talking with fleet operators and site owners. Our team includes Tesla Certified Installer experience in EV charging, which informs how we think about site power and charger layout.
If you plan fleet operations and want to compare notes on servicing capacity, we would like to hear from you.
Sources
[1] Not a Tesla App, Oct 10, 2026: https://www.notateslaapp.com/news/4802/tesla-now-has-300-cybercabs-in-austin-dallas-rides-next
[2] Lyft/Flexdrive Nashville depot, EVinfo.net, Oct 2, 2026: https://evinfo.net/2026/10/flexdrive-by-lyft-opens-80000-square-foot-nashville-autonomous-ev-depot/
[3] WSMV, Oct 2, 2026: https://www.wsmv.com/2026/10/02/hundreds-self-driving-cars-coming-nashville-with-new-waymo-lyft-facility/ ; Driverless.news, Oct 4, 2026: https://www.driverless.news/article/waymo-lyft-nashville-av-depot
[4] Moove, Autonomous Vehicle Cleaner role: https://careers.moove.io/jobs/8126026-autonomous-vehicle-cleaner
Independent commentary. Brand references describe public industry examples and do not imply affiliation. Operator claims are attributed, not independently audited.
Discuss your fleet