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Tesla Semi Run On Less results really show serious BAMF performance
The Tesla Semi is proving its worth in the ongoing 2023 Run on Less Electric Depot event. In less than 48 hours, one of the Tesla Semis from PepsiCo covered a distance of 1,600 miles. As per Rocky Mountain Institute’s David Mullaney, it’s the Tesla Semi’s charging performance that is making these impressive feats possible.
When Elon Musk unveiled the Tesla Semi way back in late 2017, he made it a point to highlight that the electric Class 8 truck would be a cut above its peers. One of the slides that were shown during the event caught the eye of social media users as it stated that the Tesla Semi will feature “BAMF performance.”

“BAMF” typically means “bad *ss mother f**ker” on the internet, which is pretty much in line with Tesla’s humor. Based on the performance of the Tesla Semis at the 2023 Run on Less Electric Depot event so far, it would appear that such a description is indeed accurate for the vehicle.
PepsiCo is testing three Tesla Semi units in the 2023 Run on Less Electric Depot event. One of the trucks, Tesla Semi #3, was tracked to have done 794 miles during its second day of tests. The following day, the Class 8 all-electric truck traveled a total of 806 miles. Interestingly enough, Mullaney noted that during the nearly 48-hour period and 1,600-mile journey, Tesla Semi #3 was continuously on the move.

The Tesla Semis are not exactly running the routes with no load either. As per North American Council for Freight Efficiency (NACFE) ‘s Mike Roeth, the Tesla Semi trucks are hauling heavy loads.
“We’re tracking the beverage. It’s impressive, a fairly heavy haul at nearly 80,000 pounds. It goes to one location and drops off soda, but maybe picks up some waters, goes to another location to drop off water but pick up Gatorade. We don’t really know the payload, (but) NACFE has verified that these are fairly fully loaded when they leave and stay fairly loaded. They’re not out there gaming Run on Less,” Roeth said.
Mullaney noted that such performance is only made possible by the Tesla Semi’s battery. While Tesla has not shared the full specs of the vehicle’s battery, it is evident that the Semi can take high power charges for an extended period of time.

“PepsiCo’s Tesla Semi #3 just did 1600 miles in a little less than 48 hours, with the truck pretty much continually moving outside three brief but fruitful charges (along with two range extending mini charges). It’s really that charging that unlocks this. The early morning charge on Day 3 gets 75% SOC in about an hour (from 5% to 80%).
“That is remarkable. This isn’t just enabled by the 750 kW charger, but also the ability of the battery to take a high power charge for a long period of time. That ‘charge curve’ remaining very steep up to and beyond 80% SOC is what really unlocks the mileage we are seeing from this truck. In the old days, charging a battery like that would fry it in pretty short order,” Mullaney said.
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Tesla FSD fleet is nearing 7 billion total miles, including 2.5 billion city miles
As can be seen on Tesla’s official FSD webpage, vehicles equipped with the system have now navigated over 6.99 billion miles.
Tesla’s Full Self-Driving (Supervised) fleet is closing in on almost 7 billion total miles driven, as per data posted by the company on its official FSD webpage.
These figures hint at the massive scale of data fueling Tesla’s rapid FSD improvements, which have been quite notable as of late.
FSD mileage milestones
As can be seen on Tesla’s official FSD webpage, vehicles equipped with the system have now navigated over 6.99 billion miles. Tesla owner and avid FSD tester Whole Mars Catalog also shared a screenshot indicating that from the nearly 7 billion miles traveled by the FSD fleet, more than 2.5 billion miles were driven inside cities.
City miles are particularly valuable for complex urban scenarios like unprotected turns, pedestrian interactions, and traffic lights. This is also the difference-maker for FSD, as only complex solutions, such as Waymo’s self-driving taxis, operate similarly on inner-city streets. And even then, incidents such as the San Francisco blackouts have proven challenging for sensor-rich vehicles like Waymos.
Tesla’s data edge
Tesla has a number of advantages in the autonomous vehicle sector, one of which is the size of its fleet and the number of vehicles training FSD on real-world roads. Tesla’s nearly 7 billion FSD miles then allow the company to roll out updates that make its vehicles behave like they are being driven by experienced drivers, even if they are operating on their own.
So notable are Tesla’s improvements to FSD that NVIDIA Director of Robotics Jim Fan, after experiencing FSD v14, noted that the system is the first AI that passes what he described as a “Physical Turing Test.”
“Despite knowing exactly how robot learning works, I still find it magical watching the steering wheel turn by itself. First it feels surreal, next it becomes routine. Then, like the smartphone, taking it away actively hurts. This is how humanity gets rewired and glued to god-like technologies,” Fan wrote in a post on X.
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Tesla starts showing how FSD will change lives in Europe
Local officials tested the system on narrow country roads and were impressed by FSD’s smooth, human-like driving, with some calling the service a game-changer for everyday life in areas that are far from urban centers.
Tesla has launched Europe’s first public shuttle service using Full Self-Driving (Supervised) in the rural Eifelkreis Bitburg-Prüm region of Germany, demonstrating how the technology can restore independence and mobility for people who struggle with limited transport options.
Local officials tested the system on narrow country roads and were impressed by FSD’s smooth, human-like driving, with some calling the service a game-changer for everyday life in areas that are far from urban centers.
Officials see real impact on rural residents
Arzfeld Mayor Johannes Kuhl and District Administrator Andreas Kruppert personally tested the Tesla shuttle service. This allowed them to see just how well FSD navigated winding lanes and rural roads confidently. Kruppert said, “Autonomous driving sounds like science fiction to many, but we simply see here that it works totally well in rural regions too.” Kuhl, for his part, also noted that FSD “feels like a very experienced driver.”
The pilot complements the area’s “Citizen Bus” program, which provides on-demand rides for elderly residents who can no longer drive themselves. Tesla Europe shared a video of a demonstration of the service, highlighting how FSD gives people their freedom back, even in places where public transport is not as prevalent.
What the Ministry for Economic Affairs and Transport says
Rhineland-Palatinate’s Minister Daniela Schmitt supported the project, praising the collaboration that made this “first of its kind in Europe” possible. As per the ministry, the rural rollout for the service shows FSD’s potential beyond major cities, and it delivers tangible benefits like grocery runs, doctor visits, and social connections for isolated residents.
“Reliable and flexible mobility is especially vital in rural areas. With the launch of a shuttle service using self-driving vehicles (FSD supervised) by Tesla in the Eifelkreis Bitburg-Prüm, an innovative pilot project is now getting underway that complements local community bus services. It is the first project of its kind in Europe.
“The result is a real gain for rural mobility: greater accessibility, more flexibility and tangible benefits for everyday life. A strong signal for innovation, cooperation and future-oriented mobility beyond urban centers,” the ministry wrote in a LinkedIn post.
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Tesla China quietly posts Robotaxi-related job listing
Tesla China is currently seeking a Low Voltage Electrical Engineer to work on circuit board design for the company’s autonomous vehicles.
Tesla has posted a new job listing in Shanghai explicitly tied to its Robotaxi program, fueling speculation that the company is preparing to launch its dedicated autonomous ride-hailing service in China.
As noted in the listing, Tesla China is currently seeking a Low Voltage Electrical Engineer to work on circuit board design for the company’s autonomous vehicles.
Robotaxi-specific role
The listing, which was shared on social media platform X by industry watcher @tslaming, suggested that Tesla China is looking to fill the role urgently. The job listing itself specifically mentions that the person hired for the role will be working on the Low Voltage Hardware team, which would design the circuit boards that would serve as the nervous system of the Robotaxi.
Key tasks for the role, as indicated in the job listing, include collaboration with PCB layout, firmware, mechanical, program management, and validation teams, among other responsibilities. The role is based in Shanghai.
China Robotaxi launch
China represents a massive potential market for robotaxis, with its dense urban centers and supportive policies in select cities. Tesla has limited permission to roll out FSD in the country, though despite this, its vehicles have been hailed as among the best in the market when it comes to autonomous features. So far, at least, it appears that China supports Tesla’s FSD and Robotaxi rollout.
This was hinted at in November, when Tesla brought the Cybercab to the 8th China International Import Expo (CIIE) in Shanghai, marking the first time that the autonomous two-seater was brought to the Asia-Pacific region. The vehicle, despite not having a release date in China, received a significant amount of interest among the event’s attendees.