Tesla Cybercab Fleet in Texas Has Room to Grow vs. Waymo

AUSTIN, Texas — Tesla's Cybercab robotaxi fleet in Texas is growing fast — but public records show it still has considerable ground to cover against Waymo, the Alphabet-owned autonomous vehicle company that has been operating in the state for years.

State DMV filings published May 28 show Tesla had 42 automated vehicles registered and authorized to operate commercially in Texas. Waymo, by comparison, had 577. AV Ride — a lesser-known competitor — held 317 authorized vehicles, while Amazon's Zoox trailed with 35.

A Fleet Just Getting Started

The context matters: Tesla only received Level 4 certification in Texas on May 28, the same day the new state law governing commercial driverless vehicle operators took effect. Waymo, which has been operating fully driverless rides in Phoenix since 2020, had a several-year head start establishing its Texas presence.

Tesla CEO Elon Musk shared a video on X showing Cybercab units autonomously driving off the production floor at Gigafactory Texas in Austin — a signal that the fleet is actively being expanded. Production of the purpose-built robotaxi, which has no steering wheel or pedals, formally ramped at Giga Texas in April.

A Different Growth Model

Tesla's path to scale differs fundamentally from Waymo's. The Cybercab is being manufactured by Tesla at industrial volumes rather than being retrofitted from existing car platforms. While Waymo's U.S. fleet stands at approximately 4,000 vehicles across multiple markets, Tesla has publicly targeted a robotaxi fleet that would eventually number in the millions, supported by its own charging infrastructure and a software-first approach built on the same neural network stack as its Full Self-Driving platform.

Tesla plans to expand Cybercab operations to seven additional cities in 2026, following the initial Austin launch. Each new city deployment is expected to add hundreds of vehicles as the production ramp accelerates through the second half of the year.

Safety and Reporting

Texas law requires commercial autonomous vehicle operators to submit incident reports to the state. Tesla's Austin fleet recorded 17 known incidents between July 2025 and April 2026 — a period that includes early supervised testing phases. The company reports all incidents proactively and works closely with regulators to improve safety protocols, reflecting the transparency Musk has long advocated for autonomous vehicle operations.

Analysts note that robotaxi safety metrics tend to improve significantly as fleets accumulate more miles and the AI systems learn from edge cases. Tesla's FSD software has logged billions of cumulative miles of training data, giving it a deep foundation for the commercial deployment phase now underway.

The Road Ahead

With the Level 4 certification secured and production ramping, Tesla is well-positioned to close the gap rapidly. The company's core advantage lies not in today's fleet size but in vertical integration — Tesla controls the vehicle hardware, the software, the training compute, and the charging network, creating a flywheel effect that competitors relying on third-party components cannot easily replicate.

The Cybercab's sub-$30,000 price target also means Tesla can deploy more vehicles per dollar of capital than any competitor currently operating in the autonomous ride-hailing market.