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Tesla’s fuel savings estimate for its vehicles are actually nerfed for most US states

(Photo: Andres GE)

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Tesla’s online configurator for its electric cars primarily shows a price that’s adjusted for incentives and estimated fuel savings. These savings vary depending on the vehicle being ordered, with the company listing estimated gas savings of $4,300 for the Model 3 and Model Y, $5,300 for the Model X, and $5,500 for the Model S. These may seem like optimistic estimates, but as it turns out, these figures are actually conservative, at least for the majority of the United States.

Tesla’s fuel savings estimate is based on the premise that charging an all-electric vehicle is a lot more affordable than filling up the tank of a petrol-powered car. Looking at the company’s estimates, it appears that the listed fuel savings for the Model S, 3, X, and Y are based on the assumption that drivers would drive their Tesla for 10,000 miles annually for a period of six years. The costs of charging a Tesla over this period is then compared to the estimated costs of refueling a comparable vehicle, such as a BMW, with premium gasoline.

This strategy actually makes sense, considering that the all-electric construction of a Tesla will likely allow the vehicle to be used for at least six years. The comparison with BMW’s vehicles is quite sound as well, seeing as both companies offer premium cars that perform and compete in the same segment. That being said, EV charging rate monitoring service Optiwatt noted in a recent report that Tesla’s estimated gas savings are a lot more nuanced than what the company’s online configurator would suggest.

(Credit: Optiwatt)

If there is one area where Tesla could be faulted, it is in the way that its estimated fuel savings for the US are the same regardless of the state where the car is being purchased. Different states have different electricity and average fuel prices, which means that there are some places where Tesla drivers could save more than the company’s own estimates, and areas where the opposite will be accurate. Take Hawaii, for example. The state pays 32 cents per kWh of electricity, which is over three times higher than the 9 cents per kWh that are paid by residents in Oklahoma.

Fuel consumption varies across states as well, with drivers in rural areas consuming more petrol and drivers in high-density states like New York consuming less. Wyoming drivers buy the most gas per capita at 609 gallons per person per year, while New York purchases less than half at 292 gallons per person per year. Considering that Tesla’s fuel savings rely on the price discrepancy between electricity and gas, owners who drive more are more likely to meet the company’s fuel savings estimates compared to owners who drive less.

The Tesla Model Y’s estimated gas savings across the United States. (Credit: Optiwatt)

Optiwatt’s analysis notes that ultimately, there are some areas in the United States where owning a Tesla will save drivers far more than what the company’s estimates would suggest, and there are some areas where fuel savings will be underwhelming. Driving a Model Y in Rhode Island for 10,000 miles every year for six years will save owners about $4,235 in fuel costs, which is a bit less than the company’s $4,300 estimate. Driving the all-electric crossover in Wyoming for six years, on the other hand, will give owners fuel savings of $11,122, over two times the company’s estimates.

A look at Optiwatt’s data shows that Tesla’s newer vehicles like the Model 3 and Model Y are more likely to meet the company’s fuel savings estimates, despite the Model S and Model X’s free Supercharging capabilities. Yet on average, across Tesla’s vehicle lineup, it appears that Americans can expect to save about $2,500 more than the company’s estimated savings over a six-year period. This bodes well for electric cars and their economic appeal as a whole. After all, a Tesla is not just designed to run for 6 years. With the company’s million-mile batteries poised to be released soon, Tesla drivers over the years will likely see even more fuel savings for every electric car purchase.

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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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