Tesla has 780 million miles of driving data, and adds another million every 10 hours

I get smarter with every mile.
I get smarter with every mile.
Image: Tesla
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Tesla’s customers are also test drivers amassing an unprecedented dataset that the company hopes to use to design its self-driving cars. And it hopes to do this before other car companies test their own self-driving technology with paying customers. So far, the strategy seems to be working.

Sterling Anderson, director of Tesla’s Autopilot program, told MIT Technology Review’s EmTech Digital conference this week that the company had recorded data from Tesla drivers who covered 780 million miles in the last 18 months. The company’s Autopilot program, launched in 2014, is not fully autonomous, but it uses a suite of ultrasonic sensors, radar and cameras to steer, change lanes and avoid collisions, and has been described as the predecessor to the full automation Tesla says it will release in 2018.

Tesla added sensors, radar cameras to its cars in 2014 to power its Autopilot feature.
Tesla added sensors, radar cameras to its cars in 2014 to power its Autopilot feature.

Tesla’s rate of data collection is climbing fast. The company is adding another million miles worth of data every 10 hours, according to Anderson, almost double the figure Tesla CEO Elon Musk cited last October.

Tesla’s Autopilot feature still ranks on the low-end of autonomy (one of Volvo’s engineers called Autopilot an “unsupervised wannabe“). But Musk has been taking an incremental approach. His priority seems to be getting as many Tesla cars on the road as possible, streaming back data. “When one car learns something, the whole fleet learns. This fleet learning is quite a powerful network effect,” Musk said in a press call last year. “Any car company who doesn’t do this will not be able to have a good autonomous driving system.”

Volvo is planning to roll out its own self-driving test in 2017. BMW, Mercedes, GM and others are readying programs as well. But most players appear years away from reaching scale. Even Google, which launched its self-driving program in 2009, has only amassed just over 1.5 million miles on the road through its self-driving program, although admittedly it has taken the more challenging approach of building fully autonomous vehicles. Google augments its testing program by running new features against the entire simulated driving history of its 55-car fleet, and logs more than 3 million simulated miles per day without leaving the lab.

Tesla claims its strategy has taken it from the back of the pack to the forefront of self-driving technology. Given that almost every car company is now in this race, and you can even obtain kits to outfit existing vehicles, Tesla needs to be there. “The ability to pull high-resolution data from these vehicles and to update the vehicles over the air is a significant part of what’s allowed us in 18 months to go from very behind the curve, to what is today one of the more advanced autonomous or semi-autonomous driving features,” Anderson said.