Tesla's Robotaxis are already crashing in Austin, data points to gaps in self-driving system

Skye Jacobs

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The big picture: The NHTSA has not indicated whether it plans to investigate Tesla's Robotaxi crashes beyond the current reporting framework, but recent crash incidents in Austin add new pressure on the automaker as it transitions from supervised self-driving to full autonomy. For now, Tesla's most advanced vehicles continue to drive with a human safety monitor close at hand – required by law, and, at least for the moment, still necessary in practice.

Tesla's autonomous vehicle program is facing fresh scrutiny following a series of crashes involving the company's new Robotaxi fleet in Austin, Texas – an early test market for what Tesla hopes will become its driverless transportation network.

According to data released by the NHTSA, Tesla's Robotaxis have been involved in four crashes since September, all occurring within months of the service's launch in late June. The most recent incident took place in a parking lot when one of the company's fully autonomous vehicles collided with a fixed object. Property damage was reported, though details beyond that remain limited.

Under federal law, manufacturers operating vehicles with advanced driver-assistance (ADAS) or automated driving systems (ADS) must notify regulators of any crash involving those technologies within five days of learning of it. The reports are part of a longstanding NHTSA mandate meant to track emerging safety issues as automakers push further into self-driving technology.

Tesla has historically only reported incidents related to its Level 2 systems – such as Autopilot and Full Self-Driving – which still require a human driver to remain active behind the wheel. But the company's new Robotaxi service in Austin represents a step further into automation.

The program operates under Level 4 classification, where the vehicle performs all driving functions within a defined area. Even so, Texas regulations still require a human safety monitor to remain inside the car. These monitors, supplied with a kill switch, can override the system if the vehicle fails to respond appropriately.

The NHTSA's standing general order on autonomous systems mandates that Tesla and other automakers disclose details about ADS-related crashes, including where and how they occur.

Independent analyses of those disclosures suggest Tesla provides far less detail than other companies. Electrek noted that Tesla heavily redacts its incident reports, offering almost no insight into the nature or severity of most accidents. Waymo, by contrast, releases more complete data sets on its operations.

Tesla told investors during its recent quarterly call that its Austin Robotaxi fleet has covered approximately 250,000 miles since entering service. Based on the four reported crashes, that equals roughly one crash for every 62,500 miles traveled. While Tesla has not released figures showing how often safety monitors have had to intervene, the company says its vehicles remain under "active human supervision" during this stage of testing.

By comparison, NHTSA records show Waymo's vehicles have been involved in 1,267 crashes over a far larger footprint – about 125 million driverless miles nationwide. That equates to one reported crash every 98,600 miles. Unlike Tesla's Robotaxis, Waymo's vehicles operate without a human driver on board to take control in the event of a malfunction.

The difference in crash frequency underscores the varying levels of autonomy and transparency among companies developing driverless systems. Waymo has been testing and deploying fully autonomous vehicles for several years across multiple US cities, while Tesla's Robotaxi program is still in its early pilot phase, limited to Austin. Regulators and industry observers say the discrepancy highlights just how uneven the field of autonomous driving remains, even as the technology inches closer to commercial scale.

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Yet Waymonworked flawlessly for me when I was in San Fran earlier this year. Lots of their problems comes from Tesla being stubborn about only using vehicle cameras for self driving data, it's a fixable problem
 
Your 15-minute city Robotaxi will drop you off at the perimeter of Dystopia: the city where all citizens are chipped in order to buy or sell, and are continually tracked and traced thanks to their IoT network they themselves helped the government install in their lives through wearables and S.M.A.R.T devices. That’ll be 33 Carbon Credits, sir. Thank you for using our services, please come again.
 
Your 15-minute city Robotaxi will drop you off at the perimeter of Dystopia: the city where all citizens are chipped in order to buy or sell, and are continually tracked and traced thanks to their IoT network they themselves helped the government install in their lives through wearables and S.M.A.R.T devices. That’ll be 33 Carbon Credits, sir. Thank you for using our services, please come again.
This is the whole point of electric vehicles: 15 minute cities and a dystopia that not even the great seer Orwell could have forseen.
 
Independent analyses of those disclosures suggest Tesla provides far less detail than other companies. Electrek noted that Tesla heavily redacts its incident reports, offering almost no insight into the nature or severity of most accidents.
Surprise, surprise. Tesla/fElon holds off on details.
Wow!
One incident per month, and we have "Tesla's Robotaxis are already crashing in Austin". That should serve as a benchmark for objective, unbiased journalism.
Contrast Tesla's 1/month with Waymo's 20, total, in Texas and I think the article is justified.
Besides, given the fact that Tesla/fElon is light on details, I don't see anything wrong with the article. That's what good journalism is about - providing the details that companies/people refuse to provide or outright hide as in this case.
 
Yet Waymonworked flawlessly for me when I was in San Fran earlier this year. Lots of their problems comes from Tesla being stubborn about only using vehicle cameras for self driving data, it's a fixable problem
Well, a multi sensor approach is almost always the best solution. More data points generally make decision making more accurate. If any one of the sensors provides contradictory or anomalous results the autonomous vehicle can enter a safe mode until the anomaly resolves itself.

Musk won't use LIDAR until some regulatory body mandates multi sensors on autonomous cars, which I can see happening in a future admin.
 
Hmm there were 3 crashes in the first 7,000 miles (one every 2,333 mi) and now one more crash after 250,000 miles? That suggests Tesla has solved a lot of issues and now crashes 100x less. Of course it's true that there is a driving monitor in the car, so this data has a big caveat to it. But it's very good news for Tesla.
Yet Waymonworked flawlessly for me when I was in San Fran earlier this year. Lots of their problems comes from Tesla being stubborn about only using vehicle cameras for self driving data, it's a fixable problem
Yes, I'm sure your Waymo ride went great like a Tesla Robotaxi ride would, but you're not riding a Waymo or Tesla 100k miles to find out. And you're right that it is fixable; it just needs further development.
Well, a multi sensor approach is almost always the best solution. More data points generally make decision making more accurate. If any one of the sensors provides contradictory or anomalous results the autonomous vehicle can enter a safe mode until the anomaly resolves itself.

Musk won't use LIDAR until some regulatory body mandates multi sensors on autonomous cars, which I can see happening in a future admin.
If a regulatory body did that, Tesla either wouldn't operate in that market or use a dummy "multi-sensor" approach and still rely on cameras. Besides, Tesla does use more than just cameras for sensors. They also use microphones and telemetry (ie. speed, acceleration, etc). Humans do the same thing and it works fine (except that we get distracted or tired).
 
This sh!t wouldn't be happening if Teslla shareholders would just approve musk's trillion dollar pay package.

He could talk it away faster than he could carry, "the kitchen sink ", through Twitter's lobby.. (y) (Y)
 
Yet Waymonworked flawlessly for me when I was in San Fran earlier this year. Lots of their problems comes from Tesla being stubborn about only using vehicle cameras for self driving data, it's a fixable problem

3 days ago - Waymo vehicle involved in multi-car crash in Central Austin

Also, Waymo:
2021-2024 Overall: 696 reported accidents involving Waymo vehicles; data from NHTSA.
July 2024-February 2025: 38 crashes
February-August 2025: 45 crashes
Up to June 2025: 398 collisions reported

So, what flawlessly is here for you? And it's interesting why we don't hear about it on Techspot, as they report on Tesla constantly.
 
3 days ago - Waymo vehicle involved in multi-car crash in Central Austin

Also, Waymo:
2021-2024 Overall: 696 reported accidents involving Waymo vehicles; data from NHTSA.
July 2024-February 2025: 38 crashes
February-August 2025: 45 crashes
Up to June 2025: 398 collisions reported

So, what flawlessly is here for you? And it's interesting why we don't hear about it on Techspot, as they report on Tesla constantly.
And Tesla's numbers are? What about regular drivers? Have anything to compare these numbers against?
 
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