News
Tesla’s scores in ‘OTA Report Card’ proves that not all vehicle software are created equal
Amidst the emergence of connected cars, the idea of over-the-air updates has become more and more mainstream. This is due in no small part to the rise of Tesla, which has made its mark in the auto segment by rolling out cars that could be improved over time through over-the-air updates that are downloaded through the internet. And now that electric cars are becoming more prolific, traditional automakers are also dipping their feet on in-vehicle software.
However, as Loup Ventures pointed out in a recent report, not all over-the-air (OTA) updates are created equal. The firm recently shared an “OTA Report Card” showing its rankings of vehicle software, and unsurprisingly, Tesla tops the list with an “A” grade. The firm lauded Tesla for using its OTA upgrade capabilities to improve its vehicles’ performance features, such as its battery range, braking, and driver-assist functions.
While other carmakers like Mercedes-Benz, Volkswagen, and Toyota received low scores in Loup Ventures’ OTA Report Card, the firm noted that the rankings do not even show the full extent of legacy auto’s shortcomings in software. This is because most automakers simply use OTA updates to improve a car’s infotainment system, which, according to the firm, does not add material value to the vehicle.
Thanks to this, the firm noted that Tesla has a three to five-year lead on the industry when it comes to offering meaningful software updates. This, together with Tesla’s existing and potentially widening lead in driver-assist systems, allows the company to become a leader in vehicle tech. This could represent a potential for increased profitability as well, with Loup Ventures estimating that Tesla would recognize about $1.1billion in deferred software revenue next year and about $1.5 billion in 2022.
“We estimate Tesla will recognize $1.1B in deferred software revenue in 2021, increasing to $1.5B in 2022, and representing material high-margin revenue for Tesla that should loosely mirror operating income contributions. To put this into perspective, GM’s operating income in 2019 was $5.4B and Ford’s was $574m. In other words, Tesla’s deferred revenue next year can account for about 20% of GM’s operating income today and 200% of Ford’s,” the financial firm wrote.
Tesla’s software, particularly its Autopilot and Full Self-Driving system, is still a work in progress. Nevertheless, the constant improvements to the software-based functions make both Autopilot and FSD a lot more dynamic compared to their competitors on the market. And this, ultimately, is one of the reasons why Tesla will likely maintain its “A” grade in Loup Ventures’ “OTA Report Card” for some time to come.
Elon Musk
Tesla posts updated FSD safety stats as owners surpass 8 billion miles
Tesla shared the milestone as adoption of the system accelerates across several markets.
Tesla has posted updated safety stats for Full Self-Driving Supervised. The results were shared by the electric vehicle maker as FSD Supervised users passed more than 8 billion cumulative miles.
Tesla shared the milestone in a post on its official X account.
“Tesla owners have now driven >8 billion miles on FSD Supervised,” the company wrote in its post on X. Tesla also included a graphic showing FSD Supervised’s miles driven before a collision, which far exceeds that of the United States average.
The growth curve of FSD Supervised’s cumulative miles over the past five years has been notable. As noted in data shared by Tesla watcher Sawyer Merritt, annual FSD (Supervised) miles have increased from roughly 6 million in 2021 to 80 million in 2022, 670 million in 2023, 2.25 billion in 2024, and 4.25 billion in 2025. In just the first 50 days of 2026, Tesla owners logged another 1 billion miles.
At the current pace, the fleet is trending towards hitting about 10 billion FSD Supervised miles this year. The increase has been driven by Tesla’s growing vehicle fleet, periodic free trials, and expanding Robotaxi operations, among others.
Tesla also recently updated the safety data for FSD Supervised on its website, covering North America across all road types over the latest 12-month period.
As per Tesla’s figures, vehicles operating with FSD Supervised engaged recorded one major collision every 5,300,676 miles. In comparison, Teslas driven manually with Active Safety systems recorded one major collision every 2,175,763 miles, while Teslas driven manually without Active Safety recorded one major collision every 855,132 miles. The U.S. average during the same period was one major collision every 660,164 miles.
During the measured period, Tesla reported 830 total major collisions with FSD (Supervised) engaged, compared to 16,131 collisions for Teslas driven manually with Active Safety and 250 collisions for Teslas driven manually without Active Safety. Total miles logged exceeded 4.39 billion miles for FSD (Supervised) during the same timeframe.
Elon Musk
The Boring Company’s Music City Loop gains unanimous approval
After eight months of negotiations, MNAA board members voted unanimously on Feb. 18 to move forward with the project.
The Metro Nashville Airport Authority (MNAA) has approved a 40-year agreement with Elon Musk’s The Boring Company to build the Music City Loop, a tunnel system linking Nashville International Airport to downtown.
After eight months of negotiations, MNAA board members voted unanimously on Feb. 18 to move forward with the project. Under the terms, The Boring Company will pay the airport authority an annual $300,000 licensing fee for the use of roughly 933,000 square feet of airport property, with a 3% annual increase.
Over 40 years, that totals to approximately $34 million, with two optional five-year extensions that could extend the term to 50 years, as per a report from The Tennesean.
The Boring Company celebrated the Music City Loop’s approval in a post on its official X account. “The Metropolitan Nashville Airport Authority has unanimously (7-0) approved a Music City Loop connection/station. Thanks so much to @Fly_Nashville for the great partnership,” the tunneling startup wrote in its post.
Once operational, the Music City Loop is expected to generate a $5 fee per airport pickup and drop-off, similar to rideshare charges. Airport officials estimate more than $300 million in operational revenue over the agreement’s duration, though this projection is deemed conservative.
“This is a significant benefit to the airport authority because we’re receiving a new way for our passengers to arrive downtown at zero capital investment from us. We don’t have to fund the operations and maintenance of that. TBC, The Boring Co., will do that for us,” MNAA President and CEO Doug Kreulen said.
The project has drawn both backing and criticism. Business leaders cited economic benefits and improved mobility between downtown and the airport. “Hospitality isn’t just an amenity. It’s an economic engine,” Strategic Hospitality’s Max Goldberg said.
Opponents, including state lawmakers, raised questions about environmental impacts, worker safety, and long-term risks. Sen. Heidi Campbell said, “Safety depends on rules applied evenly without exception… You’re not just evaluating a tunnel. You’re evaluating a risk, structural risk, legal risk, reputational risk and financial risk.”
Elon Musk
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.
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.
Tesla owners have now driven >8 billion miles on FSD Supervisedhttps://t.co/0d66ihRQTa pic.twitter.com/TXz9DqOQ8q
— Tesla (@Tesla) February 18, 2026
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.
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.
Tesla posts updated FSD safety stats as owners surpass 8 billion miles
The Boring Company’s Music City Loop gains unanimous approval
