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Tesla’s manufacturing advantage lies in legacy auto’s stranded assets

Tesla Model 3 production line in Gigafactory 3, Shanghai, China. (Credit: Tesla)

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Tesla’s focus on manufacturing has solved a vast number of issues that the electric automaker has encountered in its first few years of mass-scale vehicle production. With only two operational vehicle production facilities and several more on the way, Tesla’s biggest advantage in production doesn’t necessarily come down to efficiencies and solving bottlenecks. Instead, it has to do with something completely out of its control: Legacy Auto’s stranded assets.

Large vehicle manufacturers have pumped out millions of vehicles per year in sometimes between 50 and 100, sometimes more, global facilities. Volkswagen, for example, has 136 production plants across the world. This massive production operation lead to 9.3 million VW cars being delivered in 2020, a slight decrease from the nearly 11 million in 2019. However, the COVID-19 pandemic surely wiped away some of its productivity and sales.

But Volkswagen is also in limbo, much like many other automakers. Despite being one of the world’s top brands, a decline is on the way if the German company can’t figure out its electric car software issues. Even if it does, it still has 136 production plants and only a few of them build electric cars. However, all of the company’s plants will need to be transitioned into EV production facilities, a far cry away from the current gas-powered powertrains it currently builds at 98% of its properties.

It’s not just Volkswagen

Mercedes-Benz has 93 locations in 17 countries. BMW has 31 facilities in 15 countries. Ford has 65 plants all across the world.

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These plants have been everything to the world’s largest car brands for decades. While the automotive industry has been powered on petrol for 99% of the auto industry’s history, EVs are slowly but surely making their way into the picture. Eventually, with so many plants for the legacy automakers, they will all build electric powertrains. But unfortunately, what has been a strength for so many car companies in the past will soon become a burden as EVs take over market share, become more appealing and more sought after by consumers, and gas cars are few and far between because electrification has taken over. The biggest, most successful, most popular badges on vehicles worldwide will soon have a serious problem on their hands if they do not think about a plan to transition these facilities into EV manufacturing plants.

Time is of the essence

Volkswagen did complete ICE production at its Zwickau plant in Mosel, Germany, in June 2020. After the company announced that the final gas-powered engine had rolled off production lines at the plant, it then came down to training all technicians, assembly workers, and production engineers on how to deal with electric powertrains.

The company stated that 20,500 total days of training time would be given to those who hold jobs at Zwickau, giving the employees no reservations about the direction the German automaker was headed toward. The entire process of transitioning the plant took six to eight months.

This is great, but when a company has 136 plants, that’s a lot of time, many people to train, and a lot of money to spend. Eventually, the plants that have pumped out billions of dollars worth of ICE cars will be rendered useless unless companies begin to update their hardware, train the employees, and prepare for an electric future.

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Is delaying EV projects a result of stranded assets?

Companies are smart; there are plenty of reasons why these car companies have long been at the top of the industry. Knowing that the trillions of dollars that they have pumped into building a global powerhouse of production facilities could all be a waste as ICE cars are slowly being phased out is alarming, but perhaps this is why so many companies have avoided focusing on EVs: the thought of modifying so many plants is terrifying.

Nevertheless, it will need to be done eventually. But right now, especially in such a trying economic time, manufacturers are trying to save their faces and their balance sheets by keeping this narrative that EVs are not that important, that gas cars will still dominate, and that consumers should continue to buy petrol-powered machines. Manufacturers continue to push consumers in a direction, even if they know it doesn’t align with climate issues or sustainability because they know that their plants will need major updating. This takes time and money, and car companies don’t have a lot of that.

Tesla Model Y loses another rival after BMW cancels iX3’s US launch

For these legacy automakers, it makes more sense to push gas cars onto consumers and set aside any notions of an EV being a better option, simply because they haven’t made one that is worth a damn…yet.

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How is this Tesla’s Advantage?

Tesla is sitting in a prime position to dominate the EV sector for years to come. It is no secret that the company’s vehicles are the highest quality electric cars on the planet; range and performance and contributed to this for several years. However, EVs are the way of the future, and while Tesla has to build new plants to build EVs, it isn’t building them at the massive scale that ICE manufacturers are building their cars. EVs are still a relatively small portion of the worldwide automotive market, and Tesla’s growth is on par with the industry as a whole, mostly because they are controlling it for the time being.

Tesla won’t have to build 136 plants. It won’t have to transition old factories that are pumping out useless powertrains. It will have to build more, but that won’t halt production altogether, especially considering the two factories it has now are handling demand without much of an issue.

Tesla’s plants are going to be assets for centuries to come. Meanwhile, other automakers have focused on the global scaling of their vehicle fleets, only realizing that their strategically placed production plants will all be useless in a few years unless companies begin transitioning their once high-powered manufacturing facilities to EV-based production lines.

What do you think? Leave a comment down below. Got a tip? Email us at tips@teslarati.com or reach out to me at joey@teslarati.com

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Joey has been a journalist covering electric mobility at TESLARATI since August 2019. In his spare time, Joey is playing golf, watching MMA, or cheering on any of his favorite sports teams, including the Baltimore Ravens and Orioles, Miami Heat, Washington Capitals, and Penn State Nittany Lions. You can get in touch with joey at joey@teslarati.com. He is also on X @KlenderJoey. If you're looking for great Tesla accessories, check out shop.teslarati.com

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Tesla announces crazy new Full Self-Driving milestone

The number of miles traveled has contextual significance for two reasons: one being the milestone itself, and another being Tesla’s continuing progress toward 10 billion miles of training data to achieve what CEO Elon Musk says will be the threshold needed to achieve unsupervised self-driving.

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Credit: Tesla

Tesla has announced a crazy new Full Self-Driving milestone, as it has officially confirmed drivers have surpassed over 8 billion miles traveled using the Full Self-Driving (Supervised) suite for semi-autonomous travel.

The FSD (Supervised) suite is one of the most robust on the market, and is among the safest from a data perspective available to the public.

On Wednesday, Tesla confirmed in a post on X that it has officially surpassed the 8 billion-mile mark, just a few months after reaching 7 billion cumulative miles, which was announced on December 27, 2025.

The number of miles traveled has contextual significance for two reasons: one being the milestone itself, and another being Tesla’s continuing progress toward 10 billion miles of training data to achieve what CEO Elon Musk says will be the threshold needed to achieve unsupervised self-driving.

The milestone itself is significant, especially considering Tesla has continued to gain valuable data from every mile traveled. However, the pace at which it is gathering these miles is getting faster.

Secondly, in January, Musk said the company would need “roughly 10 billion miles of training data” to achieve safe and unsupervised self-driving. “Reality has a super long tail of complexity,” Musk said.

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Training data primarily means the fleet’s accumulated real-world miles that Tesla uses to train and improve its end-to-end AI models. This data captures the “long tail” — extremely rare, complex, or unpredictable situations that simulations alone cannot fully replicate at scale.

This is not the same as the total miles driven on Full Self-Driving, which is the 8 billion miles milestone that is being celebrated here.

The FSD-supervised miles contribute heavily to the training data, but the 10 billion figure is an estimate of the cumulative real-world exposure needed overall to push the system to human-level reliability.

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Tesla Cybercab production begins: The end of car ownership as we know it?

While this could unlock unprecedented mobility abundance — cheaper rides, reduced congestion, freed-up urban space, and massive environmental gains — it risks massive job displacement in ride-hailing, taxi services, and related sectors, forcing society to confront whether the benefits of AI-driven autonomy will outweigh the human costs.

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Credit: Tesla | X

The first Tesla Cybercab rolled off of production lines at Gigafactory Texas yesterday, and it is more than just a simple manufacturing milestone for the company — it’s the opening salvo in a profound economic transformation.

Priced at under $30,000 with volume production slated for April, the steering-wheel-free, pedal-less Robotaxi-geared vehicle promises to make personal car ownership optional for many, slashing transportation costs to as little as $0.20 per mile through shared fleets and high utilization.

While this could unlock unprecedented mobility abundance — cheaper rides, reduced congestion, freed-up urban space, and massive environmental gains — it risks massive job displacement in ride-hailing, taxi services, and related sectors, forcing society to confront whether the benefits of AI-driven autonomy will outweigh the human costs.

Let’s examine the positives and negatives of what the Cybercab could mean for passenger transportation and vehicle ownership as we know it.

The Promise – A Radical Shift in Transportation Economics

Tesla has geared every portion of the Cybercab to be cheaper and more efficient. Even its design — a compact, two-seater, optimized for fleets and ride-sharing, the development of inductive charging, around 300 miles of range on a small battery, half the parts of the Model 3, and revolutionary “unboxed” manufacturing — is all geared toward rapid production.

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Operating at a fraction of what today’s rideshare prices are, the Cybercab enables on-demand autonomy for a variety of people in a variety of situations.

Tesla ups Robotaxi fare price to another comical figure with service area expansion

It could also be the way people escape expensive and risky car ownership. Buying a vehicle requires expensive monthly commitments, including insurance and a payment if financed. It also immediately depreciates.

However, Cybercab could unlock potential profitability for owning a car by adding it to the Robotaxi network, enabling passive income. Cities could have parking lots repurposed into parks or housing, and emissions would drop as shared electric vehicles would outnumber gas cars (in time).

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The first step of Tesla’s massive production efforts for the Cybercab could lead to millions of units annually, turning transportation into a utility like electricity — always available, cheap, and safe.

The Dark Side – Job Losses and Industry Upheaval

With Robotaxi and Cybercab, they present the same negatives as broadening AI — there’s a direct threat to the economy.

Uber, Lyft, and traditional taxis will rely on human drivers. Robotaxi will eliminate that labor cost, potentially displacing millions of jobs globally. In the U.S. alone, ride-hailing accounts for billions of miles of travel each year.

There are also potential ripple effects, as suppliers, mechanics, insurance adjusters, and even public transit could see reduced demand as shared autonomy grows. Past automation waves show job creation lags behind destruction, especially for lower-skilled workers.

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Gig workers, like those who are seeking flexible income, face the brunt of this. Displaced drivers may struggle to retrain amid broader AI job shifts, as 2025 estimates bring between 50,000 and 300,000 layoffs tied to artificial intelligence.

It could also bring major changes to the overall competitive landscape. While Waymo and Uber have partnered, Tesla’s scale and lower costs could trigger a price war, squeezing incumbents and accelerating consolidation.

Balancing Act – Who Wins and Who Loses

There are two sides to this story, as there are with every other one.

The winners are consumers, Tesla investors, cities, and the environment. Consumers will see lower costs and safer mobility, while potentially alleviating themselves of awkward small talk in ride-sharing applications, a bigger complaint than one might think.

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Elon Musk confirms Tesla Cybercab pricing and consumer release date

Tesla investors will be obvious winners, as the launch of self-driving rideshare programs on the company’s behalf will likely swell the company’s valuation and increase its share price.

Cities will have less traffic and parking needs, giving more room for housing or retail needs. Meanwhile, the environment will benefit from fewer tailpipes and more efficient fleets.

A Call for Thoughtful Transition

The Cybercab’s production debut forces us to weigh innovation against equity.

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If Tesla delivers on its timeline and autonomy proves reliable, it could herald an era of abundant, affordable mobility that redefines urban life. But without proactive policies — retraining, safety nets, phased deployment — this revolution risks widening inequality and leaving millions behind.

The real question isn’t whether the Cybercab will disrupt — it’s already starting — it’s whether society is prepared for the economic earthquake it unleashes.

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Tesla Model 3 wins Edmunds’ Best EV of 2026 award

The publication rated the Model 3 at an 8.1 out of 10, and with its most recent upgrades and changes, Edmunds says, “This is the best Model 3 yet.”

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Credit: Tesla

The Tesla Model 3 has won Edmunds‘ Top Rated Electric Car of 2026 award, beating out several other highly-rated and exceptional EV offerings from various manufacturers.

This is the second consecutive year the Model 3 beat out other cars like the Model Y, Audi A6 Sportback E-tron, and the BMW i5.

The car, which is Tesla’s second-best-selling vehicle behind the popular Model Y crossover, has been in the company’s lineup for nearly a decade. It offers essentially everything consumers could want from an EV, including range, a quality interior, performance, and Tesla’s Full Self-Driving suite, which is one of the best in the world.

The publication rated the Model 3 at an 8.1 out of 10, and with its most recent upgrades and changes, Edmunds says, “This is the best Model 3 yet.”

In its Top Rated EVs piece on its website, it said about the Model 3:

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“The Tesla Model 3 might be the best value electric car you can buy, combining an Edmunds Rating of 8.1 out of 10, a starting price of $43,880, and an Edmunds-tested range of 338 miles. This is the best Model 3 yet. It is impressively well-rounded thanks to improved build quality, ride comfort, and a compelling combination of efficiency, performance, and value.”

Additionally, Jonathan Elfalan, Edmunds’ Director of Vehicle Testing, said:

“The Model 3 offers just about the perfect combination of everything — speed, range, comfort, space, tech, accessibility, and convenience. It’s a no-brainer if you want a sensible EV.”

The Model 3 is the perfect balance of performance and practicality. With the numerous advantages that an EV offers, the Model 3 also comes in at an affordable $36,990 for its Rear-Wheel Drive trim level.

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