Texas Just Forced Transparency — And the Numbers Are Ugly for Tesla

A new Texas law went into effect May 28, 2026, requiring every autonomous vehicle operator in the state to register with the Texas Department of Motor Vehicles and disclose fleet size and safety data. The state launched a public-facing tracker the same day. The result: the first hard, government-sourced fleet count in the robotaxi race — no PR spin, no self-reported press releases.

The numbers, according to TechCrunch and CNBC, are decisive.

Waymo: 577 registered autonomous vehicles in Texas. Tesla: 42. That's a chasm.

Tesla's Level 4 Problem Is Bigger Than the Fleet Size

Texas's new law requires operators to self-certify their vehicles meet SAE Level 4 autonomy standards. Level 4 means the car can drive itself in normal conditions with NO human on board.

Waymo has always classified its vehicles as Level 4. That's their entire business model.

Tesla is a different story. As CNBC reported, Tesla has historically told federal regulators that its vehicles feature Level 2 driver assistance systems — meaning a human still needs to be ready to take over. Tesla has NOT explained publicly how it self-certified any of its 42 Texas vehicles as Level 4 under this new law. Tesla did not respond to CNBC's request for comment.

Tesla is running a commercial robotaxi service on public roads, and nobody — not regulators, not the press, not riders — has a clear answer on what legal and technical standard those vehicles actually meet.

17 Incidents in 10 Months

According to records filed with the National Highway Traffic Safety Administration and reported by CNBC, Tesla's Austin robotaxi fleet logged 17 known incidents between July 2025 and April 2026. Two involved minor injuries. One required hospitalization.

Incidents happen, and the sample size is small. Waymo has had its own rough patches, including suspending freeway operations in Los Angeles, Miami, Phoenix, and San Francisco to fix construction zone behavior issues, and pausing service in Atlanta and San Antonio due to flooding problems.

But Tesla's incident count combined with its unexplained Level 4 self-certification raises serious regulatory questions.

The Rest of the Field

Beyond the Waymo-Tesla headline, the Texas data reveals a fuller competitive picture. According to TechCrunch:

• Avride: 317 vehicles — that's a legitimate second place, larger than most people realize
• Nuro: 47 vehicles — not commercial yet
• Amazon's Zoox: 35 vehicles — also not operating commercially
• MOIA (Volkswagen subsidiary): 12 electric autonomous microbuses

On the trucking side, Aurora — which launched commercial driverless trucking in April 2025 — has 91 self-driving trucks registered, ahead of Kodiak AI (33) and Waabi (13). Gatik AI has 64 mid-sized autonomous trucks in the state.

The autonomous trucking race is moving quickly. Aurora is publicly traded and already running commercial driverless freight.

What the Data Actually Shows

Most outlets frame this as a two-horse race between Waymo and Tesla. Avride's 317-vehicle Texas presence makes it a real third player — one that's getting almost zero national attention.

The USA Today piece from March 2026 still referenced Zoox as a major competitive threat, but the actual DMV data shows Zoox has just 35 vehicles in Texas and is NOT operating commercially. Market projection articles citing the global AV market hitting $214 billion by 2030 provide useful context, but current operational reality is different.

The PatentPC analysis touts Tesla's 4 million FSD-equipped vehicles as a data advantage. That's a fair long-term argument. But FSD vehicles are NOT the same as Level 4 robotaxis, and treating that fleet as equivalent to Waymo's commercial operation obscures where things actually stand now.

Where This Leaves Regular People

If you're in Texas and considering a robotaxi ride, Waymo is the only operator with a proven commercial track record and a fleet that reflects serious investment. Tesla's service exists, but with 42 vehicles, unclear Level 4 certification, and 17 documented incidents, it's functionally still in early rollout mode.

Texas just gave the country something valuable: a public, government-sourced scoreboard for an industry that has been allowed to self-report its own progress for too long. Every state should do this. Sunlight matters, and the AV industry has been operating in the dark long enough.