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Tesla Motors Service Centers Make a Pit Stop
Before I mention the pit crew like experience, I do want to mention that one of the most awesome parts of the Tesla service experience is the offer to valet your car at home.
Tesla Motor service center. (Source: Tesla Motors)
During the earnings conference call with Elon Musk and team in early August, Musk mentioned that Tesla Motors service centers are implementing a Formula One pit crew approach for Model S owners here in the U.S and in China.
In August, Musk said:
“So we actually bring the car and we kind of hit with a pit crew, like a Formula One pit crew. So instead of having one person per bay, the car gets slowly worked on over several days, it actually comes in and a team attacks it, and we’re constantly improving the tools and the metrics to say, how can we get the car perfect as fast as possible. We actually bring in people from Formula One to help with the training on this. And I think there’s a real opportunity to revolutionize the way service works.”
So how is Tesla Motors new Formula One approach working and what has the service center experience been, in general, for the young automaker?
Recently, I interviewed Model S 85 owner, David Zygmont, about his trips to Tesla Motors service centers over the last two years, the Model S service package and has he seen this Formula One approach in action. The slightly edited interview is below:
Grant Gerke: What actually made you decide to buy the service package, which includes 4 service visits in four years or 50,000 miles?
David Zygmont: So being an early adopter, being a really early product for a really young company, I think it was pretty realistic that there would be some need for service and I had hoped like, ‘Wouldn’t it be great if this all electric car would be really maintenance free, free of some real critical headaches.’ However, I should really expect some software glitches, right? I mean this car runs software for everything and I was expecting there to be quite a number of those initially.
So, I feel like there is still a bunch of inconsistencies regarding when to bring in the car. Some service centers report that you really only need to come every 12 months and some say you still need to do it every 12,500 miles. My service center in Highland Park, Ill., says it’s every 12,500 miles.
And, there’s no ambiguity in the contract as it ends at 50,000 miles or four years, whichever you reach soonest. So, I’m going to get maximum value because I’m almost at 20,000 to 25,000 miles a year, somewhere in that range. I need to do it every 12,500 to get maximum value of this, I’ve already been three times for a service checkup.
Grant Gerke: What’s your service center experience been like, so far?
David Zygmont: I’ve had a pretty long relationship, a number of visits with Tesla service and for the most part, the people are really great. I really like working with people, especially the group that I worked with over the last nine to twelve months.
However, they don’t really share a lot in terms of documentation with these annual checkups. When you look at the paperwork, it says: We did an annual service and the parts used are batteries for the fobs and wipers for your windshield.
And I was like, “Okay, great.” That’s my $600?
Some of those visits have also included a number of other line items that I feel like some would happen whether I have the annual service or not because some of them were kind of classified as these service bulletins, which I think is very standard industry practice to say: hey, when your car is in, if we see this as a concern, because your VIN is labeled as… it may have this concern. So they look and if they see the concern, they fix it, and I’ve been very appreciative.
Other non-scheduled service center visits have included parts replaced and they’ve all been driven by some sort of failure and/or observation on my part that says this doesn’t feel right, and Tesla Motors has said either: We agree and made the repairs or they’ve said no to and I totally think that’s reasonable. An example would be Tesla considers it a wear issue, but some would also consider a design issue about why the wear is happening.
Also, I think the service center communication systems and behaviors that’s been implemented as a team have greatly evolved. Early on, I had services where I didn’t hear for three days and I’m like: what’s happened to my car?
But now it’s just amazing service as I receive multiple text message updates per day when they have my car. All my recent service has been same-day stuff and they’ve done it really quickly, maybe that’s reflective of their Formula 1 approach.
David Zygmont’s Model S at Crater Lake last summer. (Source: David Zygmont)
Grant Gerke: Speaking of Formula One, what about this pit crew approach? Any signs of it in recent visits?
David Zygmont: Before I mention the pit crew like experience, I do want to mention that one of the most awesome parts of the Tesla service experience is the offer to valet your car at home. So, it entails the service center coming to your house and bringing a Model S loaner and leaving it with you. Then they bring it back all fixed, serviced and whatever that’s been done with it. No one else does that. So, I just want to quickly make mention of that.
But sometimes it actually works better in my day if I could just exchange with (a car) the service center on my way to work. Recently, I was waiting to pick up my car after some service and a car had just come off of a flatbed in front of the Highland Park shop. I watched as a pit crew went to work on that car immediately. It was four service guys–four technicians–and someone was in the driver seat with their laptop in front of them, plugged in on the side port of the Model S. Other team members had covers off, under the hood and they pulled some covers to access some different parts in the front area.
It was really clear that this was like all hands on deck, let’s triage this real fast. I thought that was pretty cool.
What about everyone else? What were some of your expectations for Tesla Motors service centers?
I want to thank Dave for his time and be sure to check out my podcast with Dave Zygmont’s road warrior adventures in his Model S 85 across the supercharger network, “Podcast | Dial-in a Model S Road Trip with These Tips.“
Tesla has taken home the “Overall Loyalty to Make” award from S&P Global Mobility for the fourth consecutive year, reinforcing Tesla owners’ willingness to come back. The 2025 awards are based on S&P Global Mobility’s analysis of 13.6 million new retail vehicle registrations in the U.S. from October 2024 through September 2025. The complete list of 2025 winners includes General Motors for Overall Loyalty to Manufacturer, Tesla for Overall Loyalty to Make, Chevrolet Equinox for Overall Loyalty to Model, Mini for Most Improved Make Loyalty, Subaru for Overall Loyalty to Dealer, and Tesla again for both Ethnic Market Loyalty to Make and Highest Conquest Percentage.
Tesla’s streak in this category started in 2022, and the brand has now won the Highest Conquest Percentage award for six straight years, meaning it keeps pulling buyers away from other brands at a rate no competitor has matched. Tesla’s retention among Asian households reached 63.6% and among Hispanic households 61.9%, rates that significantly outpace national averages for those groups. That breadth of appeal across demographics adds a layer of significance to a win that some might dismiss as routine.
The timing matters too. After several consecutive quarters of decline, Tesla’s share of U.S. EV sales jumped to 59% in Q4 2025. That rebound, arriving just as competitors were flooding the market with new models and incentives, suggests Tesla’s loyalty numbers are not simply the result of limited alternatives. Buyers are still choosing it when they have plenty of other options.
What keeps Tesla owners coming back has a lot to do with the and convenience of charging. The Supercharger network is the most straightforward example. With over 65,000 Superchargers globally, it remains the largest and most reliable fast-charging network in the world, and owners who have built their routines around it face a real practical cost when considering a switch. Competitors have made progress, but the consistency, speed, and availability of Tesla’s network is still the benchmark the rest of the industry is chasing. Then there is the software side. Tesla has built a model where the car you own today is functionally different from the car you bought two years ago, through over-the-air updates that add continuous game-changing improvements such as Full Self-Driving that has moved from a driver-assist feature to an increasingly capable autonomous system. For many Tesla owners, leaving the brand means starting over with a car that will not get meaningfully better over time, and that is a trade-off fewer and fewer are willing to make.
Tesla Robotaxi services in Austin have been operating since last Summer, but Tesla has admittedly been delayed in its expansion of the geofence, fleet size, and other details in a bid to prioritize safety as new technology rolls out.
But those barriers are being broken with new guardrails being removed from the program.
Tesla has achieved a significant advancement in its autonomous ride-hailing program. As of May 4, the Robotaxi fleet in Austin, Texas, has begun operating unsupervised during evening hours for the first time. This expansion moves beyond previous limitations that restricted unsupervised service to daylight hours, typically ending in mid-afternoon.
Tesla Robotaxi in Austin is operating unsupervised in the evenings for the first time today.
Previously in Austin, unsupervised operation ended mid-afternoon
— Robotaxi Tracker (@RtaxiTracker) May 4, 2026
The change brings Austin in line with operations in Dallas and Houston. Those cities have supported evening unsupervised runs since their initial launches in April, and both recently received additions of new unsupervised vehicles to their fleets. This coordinated progress across Texas strengthens Tesla’s regional presence and provides a broader testing ground for the technology.
This milestone carries substantial weight in the development of autonomous vehicles. Extending operations into low-light conditions meaningfully expands the Robotaxi’s operational design domain (ODD)—the specific environments and scenarios in which the system is approved to operate safely without human intervention.
Nighttime driving presents unique technical demands: diminished visibility, headlight glare from oncoming traffic, reduced contrast for identifying pedestrians and lane markings, and greater variability in camera sensor exposure.
Tesla’s pure vision approach, powered by neural networks trained on vast real-world datasets rather than lidar or pre-mapped routes, must handle these variables reliably. Demonstrating consistent unsupervised performance after sunset validates the robustness of the end-to-end AI stack and its ability to generalize across diverse lighting conditions.
Beyond technical validation, the expansion holds important operational and economic implications. Evening hours often coincide with peak urban demand for rides, including commutes, dining, and entertainment outings.
Enabling service during these periods increases daily vehicle utilization, allowing each Robotaxi to generate more revenue while gathering additional high-value training data. Higher utilization accelerates the virtuous cycle of data collection, model improvement, and further ODD growth.
Looking ahead, this step paves the way for more ambitious rollouts. Success in low-light environments positions Tesla to pursue near-24-hour operations, potentially integrating highways and expanding into varied weather patterns. Regulators worldwide frequently demand evidence of safe performance across day-night cycles before granting wider approvals.
Proven capability in Texas could expedite deployments in planned cities such as Phoenix, Miami, Orlando, Tampa, and Las Vegas during the first half of 2026.
Tesla confirms Robotaxi expansion plans with new cities and aggressive timeline
Moreover, scaling evening service supports Tesla’s long-term vision of a high-efficiency robotaxi network. Greater fleet productivity lowers the cost per mile, making autonomous mobility more accessible and competitive against traditional ride-hailing.
As the company iterates on software updates informed by nighttime data, reliability is expected to compound rapidly, unlocking denser urban coverage and longer-distance trips.
In summary, the introduction of an unsupervised evening Robotaxi service in Austin represents more than an incremental schedule adjustment. It signals a critical maturation of the underlying technology and sets the foundation for broader geographic and temporal expansion.
With Texas operations gaining momentum, Tesla is steadily advancing toward transforming urban transportation at scale.
Cybertruck
Tesla Cybercab just rolled through Miami inside a glass box
Tesla paraded a Cybercab in a glass display at Miami’s F1 Grand Prix event this week.
Tesla set up an “Autonomy Pop-Up” at Lummus Park in Miami Beach from April 29 through May 3, 2026, embedded within the official F1 Miami Grand Prix Fan Fest. The centerpiece was a Cybertruck towing the Cybercab inside a glass display case marked “Future is Autonomous,” rolling through the beachfront crowd.
Miami is on Tesla’s confirmed list of cities for robotaxi expansion in the first half of 2026, making the promotion a strategic promotion that lays groundwork in a target market.
This was not Tesla’s first time using Miami as a showcase city. In December 2025, Tesla hosted “The Future of Autonomy Visualized” at its Miami Design District showroom, coinciding with Art Basel Miami Beach. That event featured the Cybercab prototype and Optimus robots interacting with attendees. The F1 pop-up this week marks Tesla’s return to Miami and follows a pattern Tesla has been running since early 2026. Just two weeks before Miami, Tesla stationed Optimus at the Tesla Boston Boylston Street showroom on April 19 and 20, directly on the final stretch of the Boston Marathon, letting tens of thousands of runners and spectators meet the robot for free, generating massive earned media at zero advertising cost.
Tesla is sending its humanoid Optimus robot to the Boston Marathon
Tesla has confirmed plans to expand its robotaxi service to seven cities in the first half of 2026, including Dallas, Houston, Phoenix, Miami, Orlando, Tampa, and Las Vegas, building on the unsupervised service already running in Austin. Musk has said he expects robotaxis to cover between a quarter and half of the United States by end of year. On the production side, Musk told shareholders that the Cybercab manufacturing process could eventually produce up to 5 million vehicles per year, targeting a cycle time of one unit every ten seconds. Scaling robotaxis to 10 million operational units over the next ten years is a key condition of his compensation package, alongside selling 20 million passenger vehicles.
As for the Cybercab’s price, Musk has said buyers will be able to purchase one for under $30,000, with an average operating cost around $0.20 per mile. Whether those numbers hold through full production remains to be seen.
Cybercab at F1 Fan Fest in Miami
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Tesla owners keep coming back for more
Tesla Robotaxi service in Austin achieves monumental new accomplishment
