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How many Tesla Service Centers will be needed once Model 3 arrives?
This week on Teslanomics, Ben Sullins drills into the data supporting the number of Tesla vehicles sold over time and the growth rate of Tesla Service Centers, in an effort to better understand how Model 3 could impact the quality and speed of service Tesla is able to provide moving forward.
Ben took crowd sourced data published at the Tesla Motors Club forum which included the number of service centers added by Tesla each quarter, plus the number of Tesla vehicles sold by quarter for each region, and dropped it into a spreadsheet for analysis. By overlaying the quantity of Tesla Service Centers over the number of fleet vehicles added over time, Ben was able to analyze the rate of growth, for each, and determine how they compared relative to one another.
Breaking down the data by region revealed that Tesla had been matching up new Service Center installations with vehicles sales. First, the two growth metrics have historically matched up very closely. This makes sense since Tesla has customer reservation data, insight to sales and deliveries, and can better understand where Service Centers are needed. Tesla is well aware of the impending flood of Model 3 vehicles to come, and continues to scale out construction of its Service Center teams.
Finally, Tesla continues to break the mold of traditional automotive manufacturing by looking beyond physical service centers. Tesla has had the mobile Ranger Service team available for years, performing minor repairs in customer garages, workplace parking lots, and similar remote locations.
Looking towards the future, Tesla plans to utilize its Ranger Service for as many repairs as possible. According to Tesla, 80% of services are so minor in nature that they can be performed remotely.
“Ahead of the Model 3 launch, we are re-engineering and expanding our operations as we anticipate the needs of a much larger family of Tesla owners. In service, since more than 80% of our repairs are so minor that they can be done remotely, we are expanding our mobile repair service that allows Tesla to make vehicle repairs at an owner’s home or office. In February, we opened a 168,000 square foot vehicle delivery center in Hong Kong; and we plan to accelerate expansion of the Supercharger network this year, starting with doubling our number of North American Supercharger locations in 2017.”
To get a better understanding of whether this is all smoke and mirrors, or if there truly is substance behind the curtain, Ben drilled into the number of Tesla service job postings which he also plotted by region. The map shows quite a broad distribution of jobs across the globe.
Whether or not Tesla will be able to deliver quality service, and at a reasonable price ahead of Model 3 production, is anyone’s guess. But, so far, analysis by Teslanomics seems to point to a successful ramp up of service offerings to come.
Check out the full video below and let us know what you think about Tesla’s ability to service the masses after Model 3 comes online.
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Tesla gathers Cybercab fleet in Gigafactory Texas
Images and video of the Cybercab fleet were shared by longtime Giga Texas observer Joe Tegtmeyer in posts on social media platform X.
Tesla appears to be assembling a growing number of Cybercabs at Gigafactory Texas as preparations continue for the vehicle’s mass production. Recent footage shared online has shown over 30 Cybercabs being transported by trucks or staged near testing areas at the facility.
The images and video were shared by longtime Giga Texas observer and drone operator Joe Tegtmeyer in posts on social media platform X.
Interestingly enough, Tegtmeyer noted that many of the Cybercabs being loaded onto transport trucks were still equipped with steering wheels. This suggests that the vehicles are likely testing units rather than the final driverless configuration expected for the company’s Robotaxi service.
The vehicles could potentially be headed to testing sites across the United States as Tesla prepares to expand its Robotaxi fleet.
Additional footage captured at Gigafactory Texas also showed the Cybercab’s side and rear camera washer system operating as vehicles were being loaded onto transport trucks.
The growing number of Cybercabs at Giga Texas comes amidst the company’s announcement that the first production Cybercab has been produced at the facility. Full Cybercab production is expected to begin in April.
The vehicle is expected to play a central role in Tesla’s Robotaxi ambitions as the company looks to expand autonomous ride-hailing operations beyond its early deployments using Model Y vehicles.
Tesla has also linked Cybercab production to its proposed Unboxed manufacturing process, which assembles large vehicle modules separately before integrating them. The approach is intended to reduce production costs and accelerate output.
Musk has also noted that the Cybercab’s ramp will likely begin slowly due to the number of new components and manufacturing steps involved. However, he stated that once the process matures, Cybercab production could scale quickly.
Elon Musk
Elon Musk’s xAI, creator of Grok and Grokipedia, celebrates its third birthday
xAI Memphis highlighted several of its milestones over the years in its celebratory post.
Elon Musk’s artificial intelligence startup xAI has marked its third anniversary. The update was shared in a post from the xAI Memphis account on social media platform X.
xAI Memphis highlighted several of its milestones over the years in its celebratory post.
As per xAI, it has built three massive data centers in the city, launched a coherent cluster of 330,000 GBs, created over 3,000 jobs, and paid over $30 million in taxes to local communities.
xAI’s Memphis operation has become a key part of the company’s infrastructure as the company works to train and deploy its Grok artificial intelligence models. Elon Musk has been quite optimistic about Grok’s potential, noting in the past that the large language model might have a shot at achieving artificial general intelligence (AGI).
xAI’s Memphis’ crown jewel is its Colossus supercomputer cluster. The project was announced in 2024 and has since become the home of one of the world’s largest AI compute facilities. The first phase of Colossus reached its initial 100,000 GPU operational milestone in just 122 days, or just about four months.
Industry figures such as Nvidia CEO Jensen Huang have praised the facility, noting that projects of similar scale typically take two to four years to complete.
xAI has cited Memphis’ central location, skilled workforce, and industrial infrastructure as key reasons for selecting the city as the home of its AI training operations. The company has also emphasized plans to expand the site further as it scales compute capacity for Grok and future AI models.
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Tesla Sweden’s Megapack Supercharger near Arlanda continues to aggravate IF Metall union
The charging site, located in Arlandastad outside Stockholm, appears to be operating despite ongoing union blockade measures tied to Tesla’s labor dispute in the country.
Tesla Sweden’s Megapack-powered Supercharger station near Arlanda Airport has continued to aggravate Swedish labor union IF Metall. The charging site, located in Arlandastad outside Stockholm, appears to be operating despite ongoing union blockade measures tied to Tesla’s labor dispute in the country.
Comments about the site were shared by IF Metall representatives in remarks to Swedish publication CarUp.
The Arlandastad location includes eight Tesla Superchargers powered by a Megapack battery system. Unlike traditional charging stations that rely on direct grid connections, the site uses a large battery installation to store electricity and power the chargers.
According to the Swedish publication, the setup allowed the station to come online despite sympathy measures from Sweden’s electricians’ union, which has attempted to prevent companies from cooperating with Tesla as part of the broader labor conflict.
IF Metall press manager Jesper Pettersson indicated that the union was not aware that the Superchargers had already been connected and activated.
“We do not know the details around this. But it is further proof of how Tesla systematically finds loopholes to circumvent the sympathy measures through active strikebreaking. Every time this happens it gives us reason to sharpen our conflict measures,” Pettersson said.
Union representatives also noted that the Megapack appears to be charged using electrical cables routed through nearby terrain, though the exact power source remains under review.
The Megapack-powered site has then prompted questions from Swedish labor unions about how electricity is being supplied to the system.
IF Metall has submitted a report to Sweden’s Energy Market Inspectorate asking the regulator to review whether the electricity supply arrangement complies with national regulations. The Megapack is reportedly charged using electricity from a local company, though the provider has not been publicly identified.
Peter Lydell, an ombudsman at IF Metall, previously stated that Swedish law limits electricity trading to companies with proper authorization.
“The legislation states that only companies that engage in electricity trading may supply electricity to other parties. You may not supply electricity without a permit, then you are engaging in illegal electricity trading. That is why we have reported this…
“This is about a company that helps Tesla circumvent the conflict measures that exist. It is clear that it is troublesome and it can also have consequences,” Lydell said.
IF Metall and Tesla Sweden’s conflict has been going on for over two years now.