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577 vs. 42: Texas Just Published the Scoreboard Waymo Wanted and Tesla Didn’t

Anderson Liam
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Texas launched a new online autonomous vehicle registration tracker on May 28, the first day a state law requiring AV companies to register their fleets with the DMV took effect, and the data it released is the clearest fleet-size accounting the public has had yet – a fact that NewsTrackerToday picked up immediately because the gap between Waymo and its named competitor is larger than any prior proxy metric had suggested. Alphabet-owned Waymo has registered 577 autonomous vehicles in Texas. Tesla, which launched a commercial robotaxi service in Austin last summer and has since said it expanded to Dallas and Houston, has registered 42. Between those two numbers sits Avride with 317 vehicles and Nuro with 47. Volkswagen’s MOIA subsidiary registered 12 autonomous microbuses. The Texas DMV tracker now gives the public a single source for fleet sizes, safety information, and deployment scope across both robotaxi and autonomous trucking operators.

The fleet-size caveat matters but does not fully neutralize the signal. Many registered vehicles are not in active commercial service: Nuro operates cargo delivery robots rather than passenger vehicles, and Zoox, which has no Texas registration listed, is in testing rather than commercial deployment. The tracker does not distinguish between vehicles in active service and those in testing. Waymo itself paused operations in some Texas cities earlier in May due to how its systems handle floods. None of that changes the basic arithmetic: Waymo had 14 times more registered autonomous vehicles in Texas than Tesla as of launch day. Tesla’s Robotaxi product, which launched in Austin with what the company described as a supervised autonomy system, has not publicly disclosed how many vehicles it operates commercially. The 42-vehicle figure is the first hard number.

Sophie Leclerc, who covers the technology sector, reads the registration gap with some important context: “Fleet size tells you deployment intent and regulatory compliance, but it’s a lagging indicator for the actual consumer experience. Waymo has been operating commercial robotaxis in San Francisco and other markets since 2020 and has accumulated years of real-world data and trust with riders. Tesla’s 42 vehicles in Texas are operating a different product – supervised autonomy with a human present who can intervene – versus Waymo’s fully driverless service. Those are genuinely different products, and I think it’s worth being careful about reading the registration numbers as a direct capability comparison, even as the commercial momentum comparison is pretty stark.” The distinction between supervised and fully driverless operation is what NewsTrackerToday documented as the interpretive layer the raw fleet figures require.

Daniel Wu places the Texas tracker in a regulatory pattern: “The history of infrastructure competition is full of cases where the first mover with the highest deployment density shapes the regulatory framework in its favor. Waymo’s 577 vehicles in Texas does not just mean more rides. It means more operational data presented to regulators, more incident reports that build the safety record, and more lobbyist credibility when the state writes the next round of AV rules. Tesla’s 42 vehicles are not competing on service quality right now. They’re competing for the right to scale in a market that Waymo is already framing.”

The autonomous trucking data in the same registry runs parallel to the robotaxi story. Aurora, the publicly traded driverless trucking company, has 91 self-driving trucks registered, representing a commercial freight operation that launched in Texas in May 2025 and has been running revenue-generating routes since. Competitor Kodiak AI has 33 trucks. Gatik, focused on mid-sized autonomous delivery vehicles, has 64. Waabi has 13. Aurora’s head start in commercial driverless trucking, which NewsTrackerToday pulled to the front as the part of the Texas registry that the robotaxi comparisons overshadow, represents a structurally different market: freight pays per route, operates on predictable corridors, and does not require the same consumer trust-building that passenger robotaxis demand.

The Texas DMV tracker did not create Waymo’s lead. It published it. For anyone following the autonomous vehicle industry through earnings calls, regulatory filings, and corporate announcements, the Waymo-Tesla gap was visible in operational metrics and geographic footprint data well before Wednesday’s disclosure. What changed on May 28 is that any Texas resident, investor, or regulator can now look up the numbers directly. The AV registration requirement that Texas put into law is the shift that News Tracker Today maps as significant beyond the first-day data: a public, standardized, regularly updated registry turns a sector that has operated largely on self-reported milestones into one with a published scoreboard. That changes how the competition looks from every seat in the room.

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