Release notes for Tesla’s holiday software update were shared earlier this month, including the addition of the High Fidelity Park Assist feature. Some have since shared footage of the feature in action, showing how it works in parking lots and garages as users evaluate its usefulness when trying to park.
Tesla’s holiday update release notes were shared on X earlier this month, where the company first mentioned the new High Fidelity Park Assist mode. Tesla owner Ryan Hoffman, along with others, have shared videos of the feature on X, including one taken in a Supercharger lot on Saturday.
As can be seen in the video, the activated High Fidelity Park Assist mode shows a similar view to the highly requested Birds Eye 360-degree visualization. Hoffman says he drives a 2023 Model 3 RWD with HW3 and the Ryzen chip, meaning the car doesn’t have Ultrasonic Sensors (USS) and utilizes just Tesla Vision.
The video is taken at a Supercharger station, where Hoffman backs into a charging spot. Behind the visualization of the car, you can see an orange and yellow zone, signifying the vehicle’s close proximity to the charging pile. The top-down visualization shows that it recognizes the charging stalls as well as the parking lines on the ground, making it easy to back into the spot without the car ending up crooked.
He also shared a short video of what it looks like to back into the spot, including the actual rear camera’s video footage and the High Fidelity Park Assist view, and calling the feature a “game changer” for parking.
-->Here’s a short video of what it looked like to reverse into the spot. The lines for each parking spot are very handy… it’s a game changer for parking. pic.twitter.com/47BDBbXw7z
— Ryan Hoffman (@tekmaven) December 16, 2023
Others have shared similar footage of High Fidelity Park Assist, as many have wondered how exactly the feature is activated when being used in a parking lot. According to X user EVBaymax, the feature appears to engage when there is a clearly defined object in front of or around the car, and when users shift into reverse in a parking lot. Still, the current version seems to lack the ability to engage when driving forward, although it probably should have this ability.
In his videos of the feature, you can see the visualization switch on from the regular Autopilot view when reversing in the parking lot, and he also says that speeding up to around 15-20 mph makes the visualization disappear again. He goes on to call the feature “surprisingly accurate” and “definitely helpful,” and he also includes footage using it in a darker, in-garage environment.
Here’s what the switch from Autopilot visualizations to High-Fidelity Park Assist looks like in a parking lot pic.twitter.com/xtx8BylI0W
— kEV (@EVBaymax) December 16, 2023
You can see in the above videos that the feature still requires some prodding to work as desired, though once it’s engaged, it looks to be pretty useful. It does, however, appear to fill the need that many have requested with Birds Eye, 360-degree views, as the top-down visualizer makes it especially easy to see where the vehicle is in relation to other cars, parking lines, and more when parking.
Tesla CEO Elon Musk recently said that the company’s cars will eventually offer a convenient “Tap to Park” feature, in which the vehicle will identify open parking spots and let drivers select on-screen which to use, then letting the driver get out and allow the car to park itself in the selected space. Still, many are awaiting updates like Tesla’s Actually Smart Summon and the automaker only reintroduced its Vision-based Park Assist earlier this year.
Tesla Model 3 Highland owner’s manual confirms Auto Shift out of Park feature
What are your thoughts? Let me know at zach@teslarati.com, find me on X at @zacharyvisconti, or send your tips to us at tips@teslarati.com.
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News
Tesla Model 3 named New Zealand’s best passenger car of 2025
Tesla flipped the switch on Full Self-Driving (Supervised) in September, turning every Model 3 and Model Y into New Zealand’s most advanced production car overnight.
The refreshed Tesla Model 3 has won the DRIVEN Car Guide AA Insurance NZ Car of the Year 2025 award in the Passenger Car category, beating all traditional and electric rivals.
Judges praised the all-electric sedan’s driving dynamics, value-packed EV tech, and the game-changing addition of Full Self-Driving (Supervised) that went live in New Zealand this September.
Why the Model 3 clinched the crown
DRIVEN admitted they were late to the “Highland” party because the updated sedan arrived in New Zealand as a 2024 model, just before the new Model Y stole the headlines. Yet two things forced a re-evaluation this year.
First, experiencing the new Model Y reminded testers how many big upgrades originated in the Model 3, such as the smoother ride, quieter cabin, ventilated seats, rear touchscreen, and stalk-less minimalist interior. Second, and far more importantly, Tesla flipped the switch on Full Self-Driving (Supervised) in September, turning every Model 3 and Model Y into New Zealand’s most advanced production car overnight.
FSD changes everything for Kiwi buyers
The publication called the entry-level rear-wheel-drive version “good to drive and represents a lot of EV technology for the money,” but highlighted that FSD elevates it into another league. “Make no mistake, despite the ‘Supervised’ bit in the name that requires you to remain ready to take control, it’s autonomous and very capable in some surprisingly tricky scenarios,” the review stated.
-->At NZ$11,400, FSD is far from cheap, but Tesla also offers FSD (Supervised) on a $159 monthly subscription, making the tech accessible without the full upfront investment. That’s a game-changer, as it allows users to access the company’s most advanced system without forking over a huge amount of money.
News
Tesla starts rolling out FSD V14.2.1 to AI4 vehicles including Cybertruck
FSD V14.2.1 was released just about a week after the initial FSD V14.2 update was rolled out.
It appears that the Tesla AI team burned the midnight oil, allowing them to release FSD V14.2.1 on Thanksgiving. The update has been reported by Tesla owners with AI4 vehicles, as well as Cybertruck owners.
For the Tesla AI team, at least, it appears that work really does not stop.
FSD V14.2.1
Initial posts about FSD V14.2.1 were shared by Tesla owners on social media platform X. As per the Tesla owners, V14.2.1 appears to be a point update that’s designed to polish the features and capacities that have been available in FSD V14. A look at the release notes for FSD V14.2.1, however, shows that an extra line has been added.
“Camera visibility can lead to increased attention monitoring sensitivity.”
Whether this could lead to more drivers being alerted to pay attention to the roads more remains to be seen. This would likely become evident as soon as the first batch of videos from Tesla owners who received V14.21 start sharing their first drive impressions of the update. Despite the update being released on Thanksgiving, it would not be surprising if first impressions videos of FSD V14.2.1 are shared today, just the same.
-->Rapid FSD releases
What is rather interesting and impressive is the fact that FSD V14.2.1 was released just about a week after the initial FSD V14.2 update was rolled out. This bodes well for Tesla’s FSD users, especially since CEO Elon Musk has stated in the past that the V14.2 series will be for “widespread use.”
FSD V14 has so far received numerous positive reviews from Tesla owners, with numerous drivers noting that the system now drives better than most human drivers because it is cautious, confident, and considerate at the same time. The only question now, really, is if the V14.2 series does make it to the company’s wide FSD fleet, which is still populated by numerous HW3 vehicles.
News
Waymo rider data hints that Tesla’s Cybercab strategy might be the smartest, after all
These observations all but validate Tesla’s controversial two-seat Cybercab strategy, which has caught a lot of criticism since it was unveiled last year.
Toyota Connected Europe designer Karim Dia Toubajie has highlighted a particular trend that became evident in Waymo’s Q3 2025 occupancy stats. As it turned out, 90% of the trips taken by the driverless taxis carried two or fewer passengers.
These observations all but validate Tesla’s controversial two-seat Cybercab strategy, which has caught a lot of criticism since it was unveiled last year.
Toyota designer observes a trend
Karim Dia Toubajie, Lead Product Designer (Sustainable Mobility) at Toyota Connected Europe, analyzed Waymo’s latest California Public Utilities Commission filings and posted the results on LinkedIn this week.
“90% of robotaxi trips have 2 or less passengers, so why are we using 5-seater vehicles?” Toubajie asked. He continued: “90% of trips have 2 or less people, 75% of trips have 1 or less people.” He accompanied his comments with a graphic showing Waymo’s occupancy rates, which showed 71% of trips having one passenger, 15% of trips having two passengers, 6% of trips having three passengers, 5% of trips having zero passengers, and only 3% of trips having four passengers.
The data excludes operational trips like depot runs or charging, though Toubajie pointed out that most of the time, Waymo’s massive self-driving taxis are really just transporting 1 or 2 people, at times even no passengers at all. “This means that most of the time, the vehicle being used significantly outweighs the needs of the trip,” the Toyota designer wrote in his post.
-->Cybercab suddenly looks perfectly sized
Toubajie gave a nod to Tesla’s approach. “The Tesla Cybercab announced in 2024, is a 2-seater robotaxi with a 50kWh battery but I still believe this is on the larger side of what’s required for most trips,” he wrote.
With Waymo’s own numbers now proving 90% of demand fits two seats or fewer, the wheel-less, lidar-free Cybercab now looks like the smartest play in the room. The Cybercab is designed to be easy to produce, with CEO Elon Musk commenting that its product line would resemble a consumer electronics factory more than an automotive plant. This means that the Cybercab could saturate the roads quickly once it is deployed.
While the Cybercab will likely take the lion’s share of Tesla’s ride-hailing passengers, the Model 3 sedan and Model Y crossover would be perfect for the remaining 9% of riders who require larger vehicles. This should be easy to implement for Tesla, as the Model Y and Model 3 are both mass-market vehicles.
Tesla Model 3 named New Zealand’s best passenger car of 2025
Tesla starts rolling out FSD V14.2.1 to AI4 vehicles including Cybertruck
