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Tesla on track to follow Apple’s footsteps as a software-based service provider

(Photo: Andres GE)

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As the Full Self-Driving beta continues to roll out to more Tesla owners, the EV automaker’s value as a tech stock seems to becoming more evident to some people in Wall Street. In a research note published last week, Morgan Stanley’s Adam Jonas stated that Tesla seemed to be following Apple’s playbook and becoming a software-based service provider in the future. 

Jonas explained that Apple CEO Tim Cook made his mark in the company by growing the tech giant’s revenues through software-based services. The Morgan Stanley analyst believes Tesla will follow a similar path in the future. 

“Tesla is on the verge of a profound model shift from selling cars (volume x price) to generating high-margin, recurring software and services revenue,” he wrote in his November 18 note. 

Jonas expanded on his theory, adding: “Services transformed the narrative on Apple from a stock that used to be perceived as a cyclical hardware stock fully valued at 15x earnings to one where target multiples increasingly approach 30x+ today.

“It is becoming clearer that, like many other technology firms, Tesla is using its growing fleet of hardware in services to ‘turn on’ new revenue opportunities…services that are far-reaching, high-margin, regularly recurring, and services that ultimately improve the user experience and stickiness of the platform,” the Morgan Stanley research note said.

Long-time Tesla bulls will not be surprised by Jonas’ new perspective of Tesla functioning like a tech giant. TSLA bulls have argued for a long time that the company should not be perceived as an automaker alone, especially considering its Tesla Energy division or the fact that the company makes its own chips and develops software, like Full Self-Driving (FSD). 

For example, Business Insider calculated that FSD’s $10,000 price tag was about 20% of the Model 3 Long Range’s cost. Morgan Stanley estimated Tesla could earn close to 100% profit margin if customers added FSD to their Model 3 LR purchase.

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When considered a tech company, TSLA’s upcoming inclusion into the S&P 500 index and its $544 billion market cap makes more sense. It also explains why Tesla owners are very loyal to the company. Offering an array of services can attract new users to Tesla, like it does for Apple. It could also generate strong loyalty to a brand, which explains why Apple users find it difficult to leave the company’s ecosystem.

Maria--aka "M"-- is an experienced writer and book editor. She's written about several topics including health, tech, and politics. As a book editor, she's worked with authors who write Sci-Fi, Romance, and Dark Fantasy. M loves hearing from TESLARATI readers. If you have any tips or article ideas, contact her at maria@teslarati.com or via X, @Writer_01001101.

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Tesla hints its already prepping for Cybercab fleet orders

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Tesla Cybercab fleet spotted at Gigafactory Texas [Credit: Joe Tegtmeyer)

Tesla has quietly opened a public interest form for companies that want to buy fleets of its purpose-built Cybercab robotaxis, marking the first official channel for commercial purchases of the two-seat autonomous vehicle. The form went live on September 3, the same day Tesla hosted an invite-only Cybercab launch event in Austin, Texas.

Tesla titled the page “Help Us Build Our Robotaxi Network.” Applicants provide name, email, phone number, company name, and deployment region. They then select one or more categories: Cybercab fleet vehicle purchasing, mobility hubs and infrastructure, event collaboration, or other. Tesla says a representative will follow up with those who express commercial interest.

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Until now, the company had no public ordering path for the vehicle, which was first shown as a concept at the October 2024 “We, Robot” event.

The Cybercab is designed from the ground up for unsupervised operation. It has no steering wheel and no pedals.

Regulatory filings list a 48-kilowatt-hour battery, a single 219-horsepower front motor, a curb weight of 3,113 pounds, and an EPA-adjusted range near 290 to 300 miles. Tesla has already registered dozens of the vehicles with Texas authorities and has been testing them on public streets around Austin.

Tesla Cybercab sightings broaden well outside of Austin with autonomy in focus

The company’s existing Robotaxi service, which currently uses modified Model Y vehicles in parts of Texas and Florida, is expected to add Cybercabs as production ramps up at Gigafactory Texas.

The form signals that Tesla is preparing to treat the Cybercab as more than an in-house fleet asset. Investors and operators have discussed buying groups of the vehicles and placing them on Tesla’s ride-hailing network, with Tesla taking a platform fee. High-profile figures have publicly stated plans to acquire fleets if Tesla allows third-party ownership.

The new page gives those parties a direct way to register interest rather than waiting for a conventional configurator.

Whether the form leads quickly to firm purchase agreements remains unclear. Regulatory approval for widespread unsupervised operation still varies by state, and Tesla has not published pricing or delivery timelines for fleet customers. The company has previously discussed a target price near $25,000 to $30,000 per vehicle.

For now, the form is an early signal that Tesla wants partners to help scale the network rather than operate every Cybercab itself.

Pairing the launch of the Cybercab fleet form with the Austin event is no coincidence. Tesla is inviting businesses to participate in the next phase of its Robotaxi plan at the moment the production vehicle first appears in public.

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Tesla Robotaxi riders will face the best dilemma when booking a ride

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Credit: Joe Tegtmeyer | X

Tesla has updated its Robotaxi app so riders can pick which vehicle they want before they book. The latest in-app screens now show two options side by side: the two-seat Cybercab and the four-seat Model Y.

A screenshot circulating Thursday shows the change in practice. In Austin, a rider could choose a gold Cybercab for two people or a Model Y for four. Tesla’s updated description calls Cybercab “our first purpose-built autonomous vehicle,” designed for safety, accessibility, and comfort, and says the lineup is available only through the Robotaxi app.

The distinction is more than cosmetic, and it’s important to note that Robotaxi refers to the platform, while Cybercab refers to a vehicle.

Model Y Robotaxis have carried the service since it opened in Austin in mid-2025 and later expanded to Dallas, Houston, and parts of Florida. Those vehicles are converted production SUVs that still have steering wheels and pedals.

Cybercab is different. It has no driver controls, butterfly doors, a low seat height meant to work with wheelchairs, extra trunk space for assistive devices, and braille on the handles. Tesla has registered dozens of the two-seaters with Texas regulators in the days leading up to its September 3 Austin event.

Giving riders a choice lets Tesla match the vehicle to the trip. Most rides involve one or two people, which is where Cybercab is meant to be cheaper and more efficient to operate. Groups of three or four, or anyone who needs more space, can still request a Model Y.

The same app handles booking, payment, cabin settings, and, on Cybercab, features such as phone-based door opening and in-cabin voice controls.

Tesla Cybercab event gains steam ahead of massive launch

The update does not mean every city suddenly has both cars available. Cybercab support is listed for Austin first, and the purpose-built fleet is still small compared with the existing Model Y roster. Even so, the app change marks a shift from a single-vehicle pilot to a mixed fleet.

Riders can now choose between the compact, purpose-built robotaxi and the familiar SUV that launched the service.

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Tesla Cybercab sightings broaden well outside of Austin with autonomy in focus

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Credit: Tesla Robotaxi | X

Tesla Cybercab sightings are broadening far and wide, well outside of downtown Austin, Texas, with autonomy in focus as the company plans to launch the all-electric, two-seater this evening in the Lone Star State.

Tesla is set to launch Cybercab to a small group of people this evening in a dedicated event in Austin, Texas. Public details on the event are relatively slim.

However, Tesla’s focus on Cybercab falls well outside of the downtown Austin area and is expanding well across the United States as things continue to move quickly with the company’s autonomous efforts in 2026. Today, various images of Cybercab fleets in interesting locations have started to circulate.

The most notable is a fleet of at least 20 Cybercabs at Miami International Airport in Florida. Spotted last night, the fleet is expansive and is indicative of a looming release of Cybercabs once regulatory boxes are checked off.

Tesla has already been operating the Robotaxi platform in Miami for several months, but this Cybercab fleet at the airport could be joining the ride-hailing platform as approvals arrive:

Another fleet of Cybercabs was spotted at the Devon, PA showroom just outside of Philadelphia. We have seen several Cybercab units testing around the Philadelphia Metro Area, which is interesting considering Tesla does not have any active Robotaxi geofence in Pennsylvania.

Philadelphia would be an ideal location to test ride-hailing due to its dense tourist population, large, sprawling city layout, and to compete with other ride-hailing companies that operate in the city.

Expansive fleets of Cybercabs will be popping up in and around major cities throughout the rest of the year, if we were betting on it. Tesla has made it obvious that the Cybercab rollout will be aggressive and fast-paced, but within reason. Tesla is still prioritizing safety, so these testing phases will likely go on for some period of time before more members of the public are able to snag a Cybercab for a personal chariot.

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