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Tesla is getting faster with its Hardware 3 retrofits

(Credit: Tesla Joy/Twitter)

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It appears that Tesla is getting faster with its Hardware 3 retrofits, with recent reports from the electric car community suggesting that the upgrade could now take as short as a few hours. This suggests a notable improvement in the turnaround times for HW3 upgrades, especially since previous anecdotes from Tesla owners indicated that the process could take as long as a few days.

Elon Musk has noted that Hardware 3 retrofits will be available for electric cars equipped with HW2 and HW2.5, and whose owners purchased the company’s Full Self-Driving suite. The CEO has also mentioned in the past that retrofits should not take too long, and that Tesla’s mobile service fleet should be able to accomplish the upgrade without any difficulties. 

Initial accounts of Hardware 3 retrofits suggested that this was indeed the case. A Tesla Model X P100D owner who runs the Electric Dreams YouTube channel reported back in December that his HW3 retrofit only took a few hours, thanks to a member of Tesla’s Mobile Service team coming over to his home to perform the upgrade. In the case of the Model X owner, the mobile service technician started the retrofit in the morning and completed the upgrade by night. 

As Tesla started ramping its Hardware 3 retrofits, it quickly became evident that not all owners will experience the same convenience as related by the Electric Dreams host. Tesla Model 3 owner and enthusiast Tesla Joy, for example, noted that her vehicle’s upgrade ended up taking over five days. This was highly inconvenient, particularly as it resulted in the Model 3 being stuck in the Service Center during New Year’s. 

https://twitter.com/gwestr/status/1227057986046058496?s=20

Similar complaints from fellow Model 3 owners suggested that Joy’s experience was not an isolated case. Fellow Model 3 owner Greg Wester, for one, claimed that his Service Center advised him that his HW3 retrofit will take a whole week to complete because of the “disassembly and troubleshooting” that will be involved. Similar to Joy, Wester was given Uber vouchers due to the absence of loaner vehicles. 

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More recent reports from Tesla owners suggest that Hardware 3 retrofits are now far quicker and more efficient. Tesla owner-enthusiast Tesla Raj recently shared that his Model 3, which was dropped off at a Service Center at 8:30 am, will be fully upgraded by 3:30 pm on the same day. Other Tesla owners commenting on Raj’s tweet shared similar stories, with some stating that their retrofits were also completed within the same day. Even vehicles that had to be left overnight for the retrofit were ready to get back on the road the following day. 

Overall, it appears that Tesla is now at a point where its HW3 retrofit process is getting quicker turnaround times. Recent anecdotes from electric car enthusiast @stillstainless noted that the Tesla Lynnwood WA Service Center was actually able to complete a HW3 upgrade in just 2 hours 20 minutes. During this time, the vehicle’s owner reportedly just opted to wait, instead of acquiring a loaner vehicle. 

Elon Musk has suggesting in the past that the HW3 retrofit will be a quick, simple process that could be performed by mobile service technicians without any issue. Based on the most recent reports from the Tesla community, it appears that the electric car maker is getting closer to Elon Musk’s estimates. This bodes well for Tesla’s push into the autonomous driving market, especially since Hardware 3 is an important part of the full self-driving puzzle that the company is trying to solve.

Simon is an experienced automotive reporter with a passion for electric cars and clean energy. Fascinated by the world envisioned by Elon Musk, he hopes to make it to Mars (at least as a tourist) someday. For stories or tips--or even to just say a simple hello--send a message to his email, simon@teslarati.com or his handle on X, @ResidentSponge.

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Tesla’s northernmost Supercharger in North America opens

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Credit: Tesla

Tesla has opened its northernmost Supercharger in Fairbanks, Alaska, with eight V4 stalls located in one of the most frigid cities in the U.S.

Located just 196 miles from the Arctic Circle, Fairbanks’s average temperature for the week was around -12 degrees Fahrenheit. However, there are plenty of Tesla owners in Alaska who have been waiting for more charging options out in public.

There are only 36 total Supercharger stalls in Alaska, despite being the largest state in the U.S.

Eight Superchargers were added to Fairbanks, which will eventually be a 48-stall station. Tesla announced its activation today:

The base price per kWh is $0.43 at the Fairbanks Supercharger. Thanks to its V4 capabilities, it can charge at speeds up to 325 kW.

Despite being the northernmost Supercharger in North America, it is not even in the Top 5 northernmost Superchargers globally, because Alaska is south of Norway. The northernmost Supercharger is in Honningsvåg, Norway. All of the Top 5 are in the Scandanavian country.

Tesla’s Supercharger expansion in 2025 has been impressive, and although it experienced some early-quarter slowdowns due to V3-to-V4 hardware transitions, it has been the company’s strongest year for deployments.

Through the three quarters of 2025, the company has added 7,753 stations and 73,817 stalls across the world, a 16 percent increase in stations and an 18 percent increase in stalls compared to last year.

Tesla is on track to add over 12,000 stalls for the full year, achieving an average of one new stall every hour, an impressive statistic.

Recently, the company wrapped up construction at its Supercharger Oasis in Lost Hills, California, a 168-stall Supercharger that Tesla Solar Panels completely power. It is the largest Supercharger in the world.

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Tesla hints toward Premium Robotaxi offering with Model S testing

Why Tesla has chosen to use a couple of Model S units must have a reason; the company is calculated in its engineering and data collection efforts, so this is definitely more than “we just felt like giving our drivers a change of scenery.”

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Credit: Sawyer Merritt | X

Tesla Model S vehicles were spotted performing validation testing with LiDAR rigs in California today, a pretty big switch-up compared to what we are used to seeing on the roads.

Tesla utilizes the Model Y crossover for its Robotaxi fleet. It is adequately sized, the most popular vehicle in its lineup, and is suitable for a wide variety of applications. It provides enough luxury for a single rider, but enough room for several passengers, if needed.

However, the testing has seemingly expanded to one of Tesla’s premium flagship offerings, as the Model S was spotted with the validation equipment that is seen entirely with Model Y vehicles. We have written several articles on Robotaxi testing mules being spotted across the United States, but this is a first:

Why Tesla has chosen to use a couple of Model S units must have a reason; the company is calculated in its engineering and data collection efforts, so this is definitely more than “we just felt like giving our drivers a change of scenery.”

It seems to hint that Tesla could add a premium, more luxury offering to its Robotaxi platform eventually. Think about it: Uber has Uber Black, Lyft has Lyft Black. These vehicles and services are associated with a more premium cost as they combine luxury models with more catered transportation options.

Tesla could be testing the waters here, and it could be thinking of adding the Model S to its fleet of ride-hailing vehicles.

Reluctant to remove the Model S from its production plans completely despite its low volume contributions to the overall mission of transitioning the world to sustainable energy, the flagship sedan has always meant something. CEO Elon Musk referred to it, along with its sibling Model X, as continuing on production lines due to “sentimental reasons.”

However, its purpose might have been expanded to justify keeping it around, and why not? It is a cozy, premium offering, and it would be great for those who want a little more luxury and are willing to pay a few extra dollars.

Of course, none of this is even close to confirmed. However, it is reasonable to speculate that the Model S could be a potential addition to the Robotaxi fleet. It’s capable of all the same things the Model Y is, but with more luxuriousness, and it could be the perfect addition to the futuristic fleet.

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Rivian unveils self-driving chip and autonomy plans to compete with Tesla

Rivian, a mainstay in the world of electric vehicle startups, said it plans to roll out an Autonomy+ subscription and one-time purchase program, priced at $49.99 per month and $2,500 up front, respectively, for access to its self-driving suite.

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Credit: Rivian

Rivian unveiled its self-driving chip and autonomy plans to compete with Tesla and others at its AI and Autonomy Day on Thursday in Palo Alto, California.

Rivian, a mainstay in the world of electric vehicle startups, said it plans to roll out an Autonomy+ subscription and one-time purchase program, priced at $49.99 per month and $2,500 up front, respectively, for access to its self-driving suite.

CEO RJ Scaringe said it will learn and become more confident and robust as more miles are driven and it gathers more data. This is what Tesla uses through a neural network, as it uses deep learning to improve with every mile traveled.

He said:

“I couldn’t be more excited for the work our teams are driving in autonomy and AI. Our updated hardware platform, which includes our in-house 1600 sparse TOPS inference chip, will enable us to achieve dramatic progress in self-driving to ultimately deliver on our goal of delivering L4. This represents an inflection point for the ownership experience – ultimately being able to give customers their time back when in the car.”

At first, Rivian plans to offer the service to personally-owned vehicles, and not operate as a ride-hailing service. However, ride-sharing is in the plans for the future, he said:

“While our initial focus will be on personally owned vehicles, which today represent a vast majority of the miles to the United States, this also enables us to pursue opportunities in the rideshare space.”

The Hardware

Rivian is not using a vision-only approach as Tesla does, and instead will rely on 11 cameras, five radar sensors, and a single LiDAR that will face forward.

It is also developing a chip in-house, which will be manufactured by TSMC, a supplier of Tesla’s as well. The chip will be known as RAP1 and will be about 50 times as powerful as the chip that is currently in Rivian vehicles. It will also do more than 800 trillion calculations every second.

RAP1 powers the Autonomy Compute Module 3, known as ACM3, which is Rivian’s third-generation autonomy computer.

ACM3 specs include:

  • 1600 sparse INT8 TOPS (Trillion Operations Per Second).
  • The processing power of 5 billion pixels per second.
  • RAP1 features RivLink, a low-latency interconnect technology allowing chips to be connected to multiply processing power, making it inherently extensible.
  • RAP1 is enabled by an in-house developed AI compiler and platform software

As far as LiDAR, Rivian plans to use it in forthcoming R2 cars to enable SAE Level 4 automated driving, which would allow people to sit in the back and, according to the agency’s ratings, “will not require you to take over driving.”

More Details

Rivian said it will also roll out advancements to the second-generation R1 vehicles in the near term with the addition of UHF, or Universal Hands-Free, which will be available on over 3.5 million miles of roadway in the U.S. and Canada.

Rivian will now join the competitive ranks with Tesla, Waymo, Zoox, and others, who are all in the race for autonomy.

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