Tesla's robotaxi math: 476 registered, 8 carrying riders, one sworn deadline

UBS says AI has replaced deliveries as the driver of Tesla's stock. The only independent public count of the product shows eight robotaxis carrying riders in Austin, and the sworn federal answer is due 30 September.

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Vincent JiangVincent Jiang · 3 min read
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The Tesla Cybercab, a gold two-seat car with no steering wheel and upward-swinging doors, on a stage at its unveiling event
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Tesla's wheel-free Cybercab at its unveiling. NHTSA wants a Tesla officer to attest under oath by 30 September how a car with no pedals meets the foot-brake rule.

Eight cars, fifteen months in

Eight Tesla robotaxis were seen carrying riders in Austin in the seven days to 22 September, according to community tracker data, roughly the fleet's size when the service opened in June 2025 1. The 3 September Cybercab launch pushed unique active vehicles past 100 for about a week; once the influencers went home, the count fell with them 1.

Eight robotaxis carried riders this week; 179 were seen at all this month

  • Estimate
0 vehicles50 vehicles100 vehicles150 vehicles200 vehiclesCarrying riders, launch week (100+)100 vehiclesSeen at all, past 30 days179 vehiclesCarrying riders, past 7 days8 vehiclesBack at the June 2025 launch count
Data
Value
Carrying riders, launch week (100+) (estimate)100 vehicles
Seen at all, past 30 days179 vehicles
Carrying riders, past 7 days8 vehicles
Window basis through 22 September 2026: unique Austin vehicles per tracker window, each bar's window stated in its label; the launch-week bar is the early-September peak, reported only as 'past 100' and drawn at 100. Source: Electrek, Robotaxi Tracker data.1

The paper fleet grows anyway

Texas DMV records list 476 autonomous VINs registered to Tesla, 409 Model Ys and 67 Cybercabs, up 285 in thirty days 1. Trackers have matched 265 of those VINs to license plates seen on the road at any point, and 179 within the past month 1. A registration is a VIN in a database, not a car giving rides 1.

211 of the 476 registered Texas robotaxi VINs have never been seen on the road

0 VINs100 VINs200 VINs300 VINs400 VINs500 VINsRegistered with Texas DMV476 VINsUp 285 in thirty daysEver matched to plates on road265 VINsNever matched on road211 VINs
Data
Value
Registered with Texas DMV476 VINs
Ever matched to plates on road265 VINs
Never matched on road211 VINs
Stock basis as of 22 September 2026: Texas DMV autonomous-vehicle registrations are a point-in-time count; plate matches are cumulative through the same date. Never-matched is 476 minus 265. Source: Electrek, Robotaxi Tracker data.1

The narrative camp owns the stock

Musk told China Media Group the wheel-free Cybercab is "operating commercially in Texas right now," with Florida and Nevada next and California "probably by middle of next year" 2. Tesla's AI vice president Ashok Elluswamy has promised 24/7 service "around next month," and the company counts more than a million unsupervised miles on its Model Y fleet 3.

The banks price that story, not the cars. UBS says AI has replaced delivery data as the stock's core driver, yet rates the shares Neutral with a $385 target and minus 8.4 percent expected excess return 4. Barclays, also Neutral, found FSD on more than 55 percent of North American second-quarter deliveries, far above the 20-to-30 percent guided 5.

The oath lands two days before the print

NHTSA's Special Order requires a Tesla officer to attest under oath by 30 September how a car with no pedals satisfies the rule that service brakes be activated by a foot control, with reported civil exposure up to $139 million; The Inference covered the order in full on 25 September 67. It does not pause the Austin service, but it puts Tesla's certification logic on the record with an officer's name attached 6.

That record meets the delivery print two days later. UBS already folds Cybercab registrations into its 2 October count on a base it calls "still small" 4; a sworn answer that limits how many wheel-free cars may carry passengers would keep it small. Europe moved the other way, pushing the EU-wide FSD vote to December at the earliest, with seven countries recognizing the Dutch approval so far 8.

2 October reads both ledgers

Tesla posts third-quarter deliveries on 2 October, about 470,000 per UBS and 475,000 per Barclays 45. The exposed party is the shareholder holding TSLA for the physical-AI story, who carries the gap between the two ledgers into that print. The DMV counts VINs, the tracker counts cars, and only one of those numbers has to survive an oath.

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