Tesla's New 'Tap to Park' Autopark Feature [Updated With Video]

Tesla is launching its improved Autopark feature

Not a Tesla App

Tesla has released the much-anticipated new Autopark feature that is expected to be based on the new neural networks that power FSD Beta v12.

Teslas have had Autopark capability for several years, although it has several shortcomings, besides not being available to any recent vehicles that do not include ultrasonic sensors (USS).

This refined version of Autopark is available as part of update 2024.2.11, although the update appears to be limited to employees at this time.

This new iteration of Autopark is expected to be a big improvement over the previous version. According to Musk, it contains “major improvements” over the previous version.

Video

Update: The first video of the new Autopark feature is now available thanks to X user Space Cat, who drives a Model Y with Enhanced Autopilot and without ultrasonic sensors. In the video below you can see the new parking visuals and how easily the vehicle detects parking spots, something the current Autopark feature struggles with.

The driver can pick from any of the highlighted spots. It’s impressive how the vehicle shifts to drive or reverse depending on what’s needed. This appears to be similar behavior to what we’ll see in FSD, according to Tesla’s Autopilot director.

Tesla made the process to initial Autopark easy with this release. The vehicle automatically displays available parking spots and defaults to one nearby. All the driver has to do is stop the vehicle and tap ‘Start’ on the screen to start Autopark. There’s no need to tap a button to have the vehicle detect parking spots or even to select a particular spot, unless you have a preference.

Tesla autopark for vision only non-USS Model Y! At long last! So far I'm pretty impressed. It's way better than the old autopark.@AndyZeGerman @28delayslater pic.twitter.com/Hi25l7T1XL

— Space Cat 🐈🚀 (@raderje) March 24, 2024

Tap a Parking Spot and Exit the Vehicle?

Musk has been talking about the new ‘Tap to Park’ feature for several months. In December 2023, Musk said "We are working on a feature where the car identifies probable viable parking spaces. You tap on one, exit the vehicle and it parks there."

The release notes in this version don't mention the ability to exit the vehicle before the vehicle starts parking, although it sounds like that's Tesla's goal for this feature. This first iteration could be Tesla's MVP (Minimal Viable Product) that they'd like to ship and they'll slowly add on features as the feature is refined.

There are several hints beyond Musk's comment that Tesla will eventually support tapping a parking spot on the screen and allow the driver to exit the vehicle while the car parks itself.

A look under the hood at Tesla's recent app update showed that Tesla is building Autopark features into the app, hinting that you may even be able to initiate Autopark directly from your phone in the future.

This is very similar to what you can already do with Summon on vehicles with USS. From your device, you can wake up the vehicle and have it drive a short distance to you. It's not far-fetched to think that Tesla has sights on being able to do this in reverse.

Available to Vehicles Without USS

Tesla has been delivering vehicles without USS, Autopark, and Smart Summon for over a year now. This updated feature is expected to have improved vision to make up for the lack of USS. A similar situation occurred with Park Assist, where vehicles without USS could no longer show distances to objects when parking.

Tesla then introduced High-Fidelity Park Assist in the holiday update and surprised everyone with what they were able to accomplish. Instead of just displaying distances to objects, Tesla created 3D models of surrounding objects and colored them based on the vehicle's proximity.

High-Fidelity Park Assist is still limited to vehicles without USS, but we know Tesla is working on adding the feature to vehicles that include ultrasonic sensors as well. It's not clear whether the new Autopark may also only be rolled out to vehicles without USS, or if it'll be available to all vehicles at the same time.

Autopark is part of Tesla’s Enhance Autopilot (EAP) suite, so only users with EAP or FSD are expected to receive the feature when it rolls out.

Improved Visuals and Selection

The image Tesla released shows an improvement in Autopark visuals. The current iteration of Autopark only shows one parking spot at once, and it's difficult to even have that come up on the screen.

This new version appears to be a drastic improvement, not only outlining a parking spot on the display but also displaying various parking spots at once - including parallel spaces.

According to the release notes, the parking spots will appear any time you're driving slowly through a parking lot, although the exact speed isn't specified.

Improved Autopark

Musk previously talked about a vast improvement in the new Autopark, which he called Tap to Park. This new Autopark is expected to be based on the same neural networks that power FSD Beta v12, which has been a drastic improvement over FSD Beta v11.4.9. We should see a much improved Autopark experience when this feature becomes available to Tesla owners.

Although the previous version of Autopark worked, it was difficult to have it detect a parking spot and display it on the screen. It often also parked very slowly, making it less almost useless if there were other vehicles around. However, the result was usually quite good, with the vehicle parking safely and well between the parking lines. We expect the two shortcomings of the current Autopark to be drastically improved in this latest revision.

Public Roll Out / Release Date

Just a few days ago, Musk revealed that Tesla would release a new version of Summon (Actually Smart Summon) and a new Autopark feature with "major improvements" next month (April).

It's surprising to see this feature added to update 2024.2.11 when Tesla is already rolling out 2024.8.4. This leads us to believe that this update may be currently in a testing phase with employees and is not yet ready to go to a public release.

When Tesla is ready to ship this feature to owners, we'll likely see it introduced in a revision to 2024.8, or even the next major update, which could be 2024.12.

Either way, it looks like we'll be getting it fairly soon, and if the new Autopark has anywhere near the improvements in Tesla's FSD Beta v12.3, then we're in for a real treat.

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Imagining Tesla’s Robotaxi Network Charging Stations

Not a Tesla App

It was a rainy April 1st when a news-searching author went on a delve into the depths of April Fools to find fact from falsehood. And while we found a lot of fantastic jokes, we also found some good ideas.

So, with a shoutout to MarcoRP on X, whose April Fool’s Joke gave us a good run for our money for a couple of minutes, we thought to ourselves - what would a Cybercab Charging Station / Cleaning Hub really look like?

Cybercab Wireless Charging Sites

Now, before continuing, we’d like to point out that the image up top is a joke from Marco - it isn’t an accurate or real site map submission from Tesla. However, it gave us the impetus to think critically about what is required for a Robotaxi fleet, based primarily on the Cybercab, to be able to service a city.

Requirements

Tesla will likely need to charge a small fleet of Cybercabs at a single time and in a single place. That means that the site needs to be large enough to cover a major metro area while also still being compact enough to not cost too much money to build out.

In addition, we need to factor in charge times. The Cybercab is likely to launch with a battery around 50 kWh, which will result in a range of approximately 300 miles. With that much range, the average Cybercab may not need to charge more than once or at all during daytime shifts, so instead, most of the vehicles will charge overnight.

MarcoRP

Math and Charge Times

The overnight charging means that most of these vehicles could be charged slowly. When we did some back-of-the-napkin math last year, we determined that Tesla’s wireless charger will likely peak around 17 kWh (for comparison, Tesla’s Wall Connector at 32 amps charges at about 7 kWh). If we scale Tesla’s wireless charger down slightly to 10 kWh, accounting for some energy loss and the potential size of the site, that means a Cybercab will be able to charge in about 5 hours.

Tesla’s upcoming V4 Supercharger unit can currently handle 1.5MW per cabinet, but this slower-speed charging is A/C, not DC, which means there is a step-down loss of about 3-5%. Let’s make that a comfortable 10% for any other overages, but we can estimate around 1.35MW of power. That 1.3MW will easily handle charging up to 100 Cybercabs at once - all wirelessly, using Tesla’s unique beam-forming and beam-steering technology to keep efficiency high at every single stall.

Within about 5 hours, a whole fleet of 100 Cybercabs could be charged overnight when electricity rates are cheaper and still be out in time for the morning commute.

While this is all just hypothetical, it really does make sense that Tesla will be establishing these sites that won’t require much space or a ton of energy.

Tesla recently curtained off a large section of the parking garage at Giga Texas, as well as some of their chargers on the eastern end of the facility, leading us to believe they may just be testing this at scale internally.

There’s a lot to look forward to with Tesla’s V4 Supercharger deployment coming this year and with Robotaxi launching in just a couple of months.

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Tesla Announces 2025 Q1 Numbers: Lower Than Expected, but the Worst May Be Over

Not a Tesla App

Tesla released its Q1 2025 delivery and production numbers this morning, reporting 336,681 vehicles delivered and 362,615 produced—marking the company’s weakest quarter since 2022. Deliveries declined 13% year-over-year and fell well short of Wall Street estimates, which ranged from 360,000 to 370,000. Some analysts had forecast as many as 407,000 units.

Despite the shortfall, Tesla stock is actually up about 4% this morning, not only suggesting the market had already priced in weaker performance, but that this may be seen as the low point for the company. Tesla began delivering its refreshed Model Y in March, and production across all four Gigafactories was impacted by several weeks of downtime as Tesla retooled lines to accommodate the newer model. However, there’s no doubt that there is some brand impact from Elon Musk.

Comparing Numbers

Most of the deliveries—323,800 units—came from the Model 3 and Model Y lineup, while the “Other Models” category (including the Cybertruck, Model S, and Model X) accounted for 12,881 deliveries. That’s a 31% drop for Model 3/Y and a sharper 45% drop for the Other Models category compared to the previous quarter. However, comparing it to a more applicable Q1 2024, these numbers are only down about 13% for the Model 3/Y and down about 24% for the Model S/X and Cybertruck.

In terms of production, Tesla built 345,454 Model 3/Y vehicles and 17,161 from its “Other Models” line. The company attributed the production drop to the Model Y changeover but said the ramp is “going well.” This still leaves a large gap between production and delivery numbers, although they may not be as large as many had feared.

Cybertruck

One major weak point in Tesla’s numbers seems to be Cybertruck deliveries. While Tesla previously expected the Cybertruck to sell more than 250k units per year, we’re already seeing a decline in numbers. This is likely due to several factors, including the higher-than-expected price point of the truck, the unavailability of the RWD model, and the Cybertruck’s polarizing design, which may attract unwanted attention right now.

While the Cybertruck was ramping up production in 2024, making the lower numbers reasonable, the deliveries for Q1 2025 dropped drastically compared to the previous quarter. Cybertruck deliveries are estimated to be in the 5- 6k unit range for the quarter.

The good news to take away here is that the Single Motor variant of the Cybertruck appears to be nearing release. The price of the RWD version is expected to be about $60k USD before any incentives.

Q1 Earnings Call

Tesla announced their quarterly numbers this morning and posted on social media that they’ll live stream their Earnings Call on April 22nd.

This post was later edited to change “Q1 Earnings Call” to “Q1 Company Update.” It’s not clear whether there’s any significance in this change, but it could mean that Tesla has more to announce during the call.

The Company Update will occur on April 22nd at 2:30 PM PT / 5:30 PM ET. The standard Q&A session with executives and Musk is expected to follow the release of additional financial results for the quarter.

Tesla is set to launch its long-awaited Robotaxi service in June, and a cheaper, mass-market model is also planned for this year. With delivery numbers coming in soft and the refreshed Model Y just hitting the road, all eyes will be on forward-looking commentary during the update.

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