Two of the world’s most closely watched autonomous vehicle programs could not be more different from each other. Waymo has spent years building a geofenced fleet service using cameras, LiDAR and centimetre-accurate maps, operated exclusively through a ride-hailing platform in a small number of carefully selected US cities. Tesla is developing the Cybercab — a two-seat autonomous vehicle with no steering wheel, no pedals and no LiDAR sensor — aimed at a dramatically different model for how self-driving transport scales globally. Both approaches are attracting serious attention from Australian consumers and regulators. Here is what the differences actually mean.
How Waymo One Works
Waymo’s approach to autonomous driving combines multiple sensor types — primarily cameras and LiDAR — with high-definition maps built centimetre by centimetre before a vehicle ever carries a paying passenger. The system operates within defined service areas where it has established complete environmental data. Before launching in any new city, Waymo’s vehicles spend months in manual mapping mode, building the detailed three-dimensional picture of streets, intersections, lane markings and kerb geometry that the autonomous system relies on to navigate.
This approach is deliberately conservative and geographically bounded. Waymo does not offer driverless rides outside its mapped service zones. Passengers in Phoenix, San Francisco, Los Angeles, Austin and Atlanta can hail a Waymo One vehicle through the Waymo app and travel fully autonomously within designated areas. The company has published extensive safety data showing 92 per cent fewer serious injury crashes compared to average human drivers across more than 170 million miles of autonomous operation. Waymo’s approach to proving safety is incremental, city by city, with published data at each stage.
How Tesla’s Cybercab Approach Works
Tesla’s approach begins from an entirely different premise. The company believes that a system trained on real-world visual data from millions of vehicles — all of which use cameras rather than LiDAR — can learn to drive anywhere a human driver can go, without pre-built HD maps and without geographic restrictions. Tesla’s Full Self-Driving software is trained using data collected continuously from the company’s global consumer vehicle fleet, creating a learning loop that improves as more vehicles accumulate more miles.
The Cybercab is designed as an autonomous-only vehicle: it has no steering wheel and no pedals, and passengers cannot override the system. It charges wirelessly through inductive pads rather than plug-in connectors, reducing the infrastructure required for fleet operations. Tesla has indicated a target price under US$30,000 for the Cybercab — substantially less than a conventional new passenger vehicle in Australia — and has positioned it as a vehicle that could be operated by individual owners as part of a networked ride-hailing fleet when not in personal use. Tesla’s Cybercab entered production in 2026, with commercial operations beginning in the United States.
The Sensor Debate — LiDAR vs Cameras
The most fundamental technical difference between the two approaches is whether a vehicle uses LiDAR. LiDAR (Light Detection and Ranging) creates a precise three-dimensional map of a vehicle’s surroundings using laser pulses, producing detailed depth information that cameras alone cannot generate with equivalent precision. Waymo’s vehicles carry multiple LiDAR units alongside their camera arrays, and the company argues that this sensor redundancy is essential for the safety margins required in a driverless commercial service.
Tesla has publicly argued that LiDAR is unnecessary — that a sufficiently powerful camera-based system, trained on enough real-world data, can produce equivalent or superior results at a fraction of the hardware cost. The camera-only approach significantly reduces vehicle cost and does not depend on pre-built LiDAR maps, meaning it scales to new locations more rapidly. Understanding the sensor technology behind each approach matters because it shapes what operating conditions each system handles well and where each faces greater challenges.
Different Business Models for Different Markets
The commercial models behind these two technologies are as different as the hardware. Waymo operates a fleet service: the company owns its vehicles and provides rides to passengers on a per-trip or membership basis. No consumer buys a Waymo vehicle. The service is available in specific cities, for specific journey types, within geofenced areas.
Tesla’s model has historically involved selling vehicles to consumers who own and operate them. The Cybercab is expected to operate in networked fleets — whether owner-operated, fleet-operated or via a Tesla-managed network — with a consumer ownership pathway that has no equivalent in Waymo’s commercial model. This structural difference has significant implications for how liability, insurance and regulatory oversight would apply to each service in Australia, where insurance frameworks for autonomous vehicles are still under active development.
What Right-Hand Drive Means for Australia
Australia drives on the left side of the road, which means all vehicles sold here must be configured for right-hand drive — with the steering wheel on the right side of the car. Tesla already sells right-hand drive versions of the Model 3, Model Y, Model S and Model X in Australia, demonstrating that the company can produce and certify vehicles for left-hand traffic markets. The Cybercab, however, has been shown only in left-hand drive configuration. Whether and when Tesla will produce a right-hand drive Cybercab for markets including Australia, the United Kingdom and Japan remains to be announced.
Waymo faces the same challenge. Its current US operations use left-hand drive vehicles. The company has been conducting mapping and manual operations in London — one of the world’s largest left-hand traffic cities — with autonomous rides in London planned for 2026. That work directly demonstrates whether Waymo’s approach can be adapted for the road environment that Australians drive in, and its outcome will be closely watched by Australian transport authorities.
The Australian Regulatory Picture
Australian Design Rules set the baseline safety requirements for all vehicles sold in this country, including requirements for driver controls. A vehicle with no steering wheel and no pedals does not currently meet standard ADR requirements and would require specific approval under existing exemptions frameworks or under new automated vehicle legislation. Australia’s National Transport Commission is developing the regulatory framework that will govern how automated vehicles operate here — and that framework will need to explicitly address how vehicles like the Cybercab are classified, certified and approved for public road use.
Both Tesla and Waymo would need to engage with Australian state and territory road authorities as well as the NTC before operating autonomous vehicles commercially in this market. Australia’s approach to AV regulation has been methodical and evidence-based. Waymo’s published safety record — 92 per cent fewer serious injury crashes, 92 per cent fewer pedestrian crash injuries compared to human drivers — provides a substantial international evidence base for regulators to draw on. Tesla’s equivalent safety data for fully autonomous operation without any driver present is not yet published at comparable scale, which will be a consideration for Australian regulatory assessment.
What It Means for Australian Consumers and Timelines
The two approaches are likely to arrive in Australia at different times and in different forms. Waymo’s city-by-city model — where the company builds regulatory relationships, maps urban areas and launches within defined zones — aligns well with how Australian governments typically assess new transport technologies. The timeline for autonomous vehicles on Australian roads is shaped by regulatory readiness and infrastructure investment as much as by operator capability, and Waymo’s methodical international expansion mirrors the pathway that Australian regulators are most likely to find familiar.
Tesla’s path to Australian robotaxi operations is less predictable but potentially faster once the barriers are cleared. A right-hand drive Cybercab combined with Tesla’s existing Australian sales network, service infrastructure and strong consumer brand recognition could enable a significant market presence once the regulatory framework accommodates the vehicle’s design. A consumer ownership model also means that Tesla vehicles with autonomous capability could arrive in Australian driveways progressively as FSD software matures, rather than requiring a single commercial launch decision. The Australian cities most prepared for autonomous vehicles — Sydney, Melbourne and Brisbane — are precisely the dense urban environments where both models find their strongest commercial case.
For Australians paying attention to how autonomous transport develops, the Tesla versus Waymo divide represents more than a technology debate. It is a question of which approach to trust, how regulators choose to frame safety evidence and what kind of autonomous transport industry Australia wants to build. Both approaches are serious, both are advancing and both are heading — eventually — this way.
