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Does the Tesla Network have any serious self-driving competitors?

BIOS-groep's Model X taxi fleet at the Amsterdam Schiphol airport in the Netherlands. [Credit: Tesla]

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Elon Musk has made it clear that the Tesla Network’s potential is no joke.

“The fundamental utility of your vehicle will increase by a factor of 5,” he told the audience during Tesla’s Investor Autonomy Day earlier this year. Then, during a broad investor call in May, he reportedly said that self-driving would give Tesla a $500 billion dollar market cap with vehicles worth up to $250,000 in the next few years thanks to their Robotaxi capabilities. Each car will be capable of doing about 100 hours of self-driving hours of work per week to their owners’ benefit. Musk’s even more astounding prediction was that Tesla’s Full Self-Driving chip and real-time development data being fed by current vehicles on the road will lead to some 1 million Robotaxi-capable Tesla cars by next year.

Of course, Tesla isn’t the only company vying for autonomous taxi riders. Is there anything Tesla Network competitors are supposed to do that gives them a competitive edge? I’ve become curious recently and decided to have a look. These kinds of questions can’t be left unanswered, you know!

Waymo is probably one of the most well known Robotaxi companies making headway in the self-driving arena. Their vehicle program aims to “help…people run errands, commute to work…[and]…drop off kids at school,” among other things shown on the company’s website. I’m seeing lots of family focus in their marketing, and Waymo’s pitch even includes giving elderly and disabled people more mobility options. It’s all very ‘feel good’ and great, but not quite distinct from what Tesla aims to do with the Robotaxi. I mean, just owning a Tesla will provide those capabilities, and if you don’t own one, you can rent one to do all those tasks just the same.

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Next, there’s Uber, whose self-driving cars are part of the company’s ultimate goal of becoming the “one-stop shop for the movement of people and powering local commerce around the world,” according to its CEO Dara Khosrowshahi. Actually, Uber is totally banking on the Robotaxi concept for survival. Former CEO Travis Kalanick made some comments to that effect in 2016. “What would happen if…we weren’t part of the autonomy thing? Then the future passes us by, basically, in a very expeditious and efficient way,” he told Business Insider in an interview.

Uber is definitely taking aim at a similar audience as the Tesla Network, or the ride-hailers anyway. The biggest difference between the two companies, however, is the assumption by Uber that people will gradually move away from vehicle ownership altogether, including the people it currently pays to drive other people around. Drivers are expensive! So, Uber hopes to get rid of them in favor of a fleet of company-owned autonomous vehicles.

Tesla’s autonomous driving vision sensors. | Image: Tesla

Elon Musk has argued that this semi-traditional one owner, one gazillion cars approach is unwieldy. Also, if a certain percentage of those riders are financially capable of owning an autonomous car, why would they pay Uber to constantly hitch rides when their own car could do the same thing and earn that money for themselves? Well, that’s the point of the Tesla Network. If people are taking privately-owned self-driving cars from place to place via a company like Uber, why wouldn’t they be a private owner themselves if given access to a connective network?

Lyft is more or less in the same boat as Uber on this, but with a twist. They’ve recently begun offering Waymo rides via their app in Phoenix, Arizona, which is a pretty cool development for the future of Robotaxis. It does have a similarity with the Tesla Network in that Waymo’s vehicles are privately owned by someone other than the ride sharing app provider. If, say, Tesla owners could put their cars onto the Lyft app for service, there would be a one-to-one similarity with the Tesla Network. That doesn’t look like it’s Lyft’s preferred approach, though, as the company is developing its own self-driving system. Perhaps there will be a mixed approach? I’m sure Tesla will take note of competing connectivity apps and have incentives to purchase a Tesla for Robotaxi duties over other self-driving cars.

Tesla does, of course, intend to compete directly with Uber and Lyft in ways outside of private owners on its network. “Tesla will for sure operate its own ride-hailing service. We’ll compete directly with Uber and Lyft, obviously. There will be a company-owned fleet where there aren’t enough customer cars to be rented out. So if we find in a particular metro (where) there aren’t enough customers who are willing to add their car to the shared fleet, that’s where we’d supplant with the company-owned fleet,” Elon Musk said during the company’s Q3 call in 2018.

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Waymo’s fully self-driving Chrysler Pacifica Hybrid minivan on public roads. | Image: Waymo

GM Cruise might be building vehicles that could be competitive in something akin to the Tesla Network. Their cars are purpose-built to be self-driven, similar to how Tesla’s cars are built electric from the ground up, and it looks like there could be individual ownership instead of only company ownership. There’s a big disadvantage for GM Cruise, though. They’re not Tesla.

Musk’s famous goal with the company was to build an amazing car that just happened to be electric, and he’s succeeded on an incredible scale which has been recognized by test agencies and auto publications time and time again. I’d argue that GM will have to have something either much more appealing or much less expensive than a Tesla if they want to eventually compete with a future Tesla Network of private owners. Otherwise, they’re in the boat with Uber and Lyft and competing with millions of Robotaxi-capable… Teslas.

What about chip companies that are developing self-driving solutions? Any good ideas there?

NVIDIA looks to be developing super amazing computing hardware and software for automotive brands to license for their own vehicles rather than developing in-house. Considering the expenditure a self-made system requires, this isn’t surprising, and even Tesla (i.e., Musk) was criticized for deciding to go this route for the Full Self-Driving computer. NVIDIA’s partners, however, look to be interested in owner-initiated self-driving rather than a money making capability in and of itself, i.e., regular drivers using their cars for regular things. Aurora, too, is developing their own autonomous driving system with the intention of licensing it to other partners in the hopes that their product will become the “nerve center” of self-driving vehicles, but nothing that gives their Robotaxi capabilities a nudge over Tesla.

It goes without saying that the software and technology needs to build a successful AI are significant, and a car maker will probably save a lot of money using someone else’s system initially. Perhaps those companies could use Aurora’s or NVIDIA’s system to keep themselves in the running or catch them up for a while where they’ve fallen behind consumer demand. There’s just one problem, though, for legacy auto companies doing the catching up – they’re not all electric.

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In his Autonomy Day remarks, Musk wasn’t very kind about Tesla’s gas-guzzling brethren and their Robotaxi hopes. Any non-electric venture will not be competitive, he said flatly. Considering Tesla’s battery upgrades giving them a 1 million mile life cycle and the lower cost of plugging in for juice vs. filling up, this makes sense even without a deep analysis (although Musk has done plenty of that for sure).

Between Robotaxi competitors not making the case for single-party ownership of self-driving fleets and the low cost of electric vehicle taxis, Musk certainly seems to be right about the whole “buying any car besides a Tesla is like buying a horse” thing. I’m not seeing the case for another brand’s strategy having more benefit than the Tesla Network for those who own Tesla vehicles.

How about you?

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Accidental computer geek, fascinated by most history and the multiplanetary future on its way. Quite keen on the democratization of space. | It's pronounced day-sha, but I answer to almost any variation thereof.

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Elon Musk

NASA sends humans to the Moon for the first time since 1972 – Here’s what’s next

NASA’s Artemis II launched four astronauts toward the Moon on the first crewed lunar mission since 1972.

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NASA’s Space Launch System rocket launches carrying the Orion spacecraft with NASA astronauts Reid Wiseman, commander; Victor Glover, pilot; Christina Koch, mission specialist; and CSA (Canadian Space Agency) astronaut Jeremy Hansen, mission specialist on NASA’s Artemis II mission, Wednesday, April 1, 2026, from Operations and Support Building II at NASA’s Kennedy Space Center in Florida. NASA’s Artemis II mission will take Wiseman, Glover, Koch, and Hansen on a 10-day journey around the Moon and back aboard SLS rocket and Orion spacecraft launched at 6:35pm EDT from Launch Complex 39B. (NASA/Bill Ingalls)

NASA launched four astronauts toward the Moon on April 1, 2026, marking the first crewed lunar mission since Apollo 17 in December 1972. The Artemis II mission lifted off from Kennedy Space Center aboard the Space Launch System rocket at 6:35 p.m. EDT, sending commander Reid Wiseman, pilot Victor Glover, mission specialist Christina Koch, and Canadian astronaut Jeremy Hansen on a 10-day journey around the far side of the Moon and back.

The mission does not include a lunar landing. It is a test flight designed to validate the Orion spacecraft’s life support systems, navigation, and communications in deep space with a crew aboard for the first time. If the crew reaches the planned distance of 252,000 miles from Earth, they will set a new record for the farthest any human has ever traveled, surpassing even the Apollo 13 distance record.

Elon Musk pivots SpaceX plans to Moon base before Mars

As Teslarati reported, SpaceX holds a central role in what comes next. The Starship Human Landing System is under contract to carry astronauts to the lunar surface for Artemis IV, now targeting 2028, after NASA restructured its mission sequence due to delays in Starship’s orbital refueling demonstration. Before any Moon landing happens, SpaceX must prove it can transfer propellant between two Starships in orbit, something no rocket program has done at this scale.

The last time humans left Earth’s orbit was 53 years ago. Gene Cernan and Harrison Schmitt of Apollo 17 were the final people to walk on the Moon, a record that stands to this day. Elon Musk has long argued that returning is not optional. “It’s been now almost half a century since humans were last on the Moon,” Musk said. “That’s too long, we need to get back there and have a permanent base on the Moon.”

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The Artemis program involves 60 countries signed onto the Artemis Accords, and this mission sets several firsts beyond distance. Glover becomes the first person of color to travel beyond low Earth orbit, Koch the first woman, and Hansen the first non-American astronaut to reach the Moon’s vicinity. According to NASA’s live mission updates, the spacecraft’s solar arrays deployed successfully after liftoff and the crew completed a proximity operations demonstration within the first hours of flight.

Artemis II is step one. The Moon landing and the permanent lunar base come later. But after more than five decades, humans are heading back.

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Elon Musk

Tesla Optimus Gen 3 is coming to the Tesla Diner with new ambitions

Tesla’s Optimus robot left the Hollywood Diner within months of opening. Now Musk is planning its return with a bigger role and a major Gen 3 upgrade underway.

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Tesla Optimus Gen 3 [Credit: Tesla]

Tesla’s Optimus robot was one of the most talked-about features when the Tesla Diner opened on Santa Monica Boulevard in Hollywood on July 21, 2025. Dubbed “Poptimus” by Tesla fans, the Gen 2 robot stood upstairs at the retro-futuristic, drive-in theater and Tesla Supercharging station, scooping popcorn into bags and handing them to guests with a wave.

The diner itself had been years in the making. Elon Musk first floated the idea in 2018 with a tweet about building an “old-school drive-in, roller skates & rock restaurant” at a Hollywood Supercharger. What eventually opened was a unique two-story neon-lit space, with 80 EV charging stalls, and Optimus serving as a live demonstration of where Tesla’s ambitions were headed.


But Optimus did not stay long, and was gone by December 2025.

Now, the robot is set to return with a more demanding job. Musk has ambitions for Optimus to take on a food runner role in 2026, delivering meals directly to cars at the Supercharger stalls. While the latest Gen 3 Optimus is likely to initially take on its previous popcorn-serving role, it wouldn’t be out of the question for Optimus to see a quick promotion. With improved  hand dexterity that features 50 total actuators and 22 degrees of freedom per hand, and significantly more powerful processing through Tesla’s latest AI5 chip that includes Grok-powered voice interaction, Musk described Optimus at the Abundance Summit on March 12, 2026, as “by far the most advanced robot in the world, Nothing’s even close.”

That confidence is backed by a major manufacturing shift. At the Q4 2025 earnings call in January, Musk announced Tesla would discontinue the Model S and Model X and convert those Fremont production lines to build Optimus. “It’s time to basically bring the Model S and X programs to an end,” he said, calling for a pivot that reflects where the Tesla’s future lies.

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Elon Musk

The Boring Company clears final Nashville hurdle: Music City loop is full speed ahead

The Boring Company has cleared its final Nashville hurdles, putting the Music City Loop on track for 2026.

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The Boring Company has cleared one of its most significant regulatory milestones yet, securing a key easement from the Music City Center in Nashville just days ago, the latest in a series of approvals that have pushed the Music City Loop project firmly into construction reality.

On March 24, 2026, the Convention Center Authority voted to grant The Boring Company access to an easement along the west side of the Music City Center property, allowing tunneling beneath the privately owned venue. The move follows a unanimous 7-0 vote by the Metro Nashville Airport Authority on February 18, and a joint state and federal approval from the Tennessee Department of Transportation and the Federal Highway Administration on February 25. Together, these green lights have cleared the path for a roughly 10-mile underground tunnel connecting downtown Nashville to Nashville International Airport, with potential extensions into midtown along West End Avenue.

Music City Loop could highlight The Boring Company’s real disruption

Nashville was selected by The Boring Company largely because of its rapid population growth and the strain that growth has placed on surface infrastructure. Traffic has become a persistent problem for residents, convention visitors, and airport travelers alike. The Music City Loop promises an approximately 8-minute underground transit time between downtown and the Nashville International Airport (BNA), removing thousands of vehicles from surface roads daily while operating as a fully electric, zero-emissions system at no cost to taxpayers.

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The project fits squarely within a broader vision Musk has championed for years. In responding to a breakdown of the Loop’s construction costs, Musk posted on X: “Tunnels are so underrated.” The comment reflected a longstanding belief that underground transit represents one of the most cost-effective and scalable infrastructure solutions available. The Boring Company has claimed it can build 13 miles of twin tunnels in Nashville for between $240 million and $300 million total, a fraction of what comparable projects cost elsewhere in the country.

The Las Vegas Loop, The Boring Company’s first operational system, has served as a proof of concept. During the CONEXPO trade show in March 2026, the Vegas Loop transported approximately 82,000 passengers over five days at the Las Vegas Convention Center, demonstrating the system’s capacity during large-scale events. Nashville draws millions of convention visitors and tourists each year, and local business leaders have pointed to that same capacity as a major draw for supporting the project.

The Music City Loop was first announced in July 2025. Construction began within hours of the February 25 state approval, with The Boring Company’s Prufrock tunneling machine already in the ground the same evening. The first operational segment is targeted for late 2026, with the full route expected to be complete by 2029. The project represents one of the largest privately funded infrastructure efforts currently underway in the United States.

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