SBMUpdated 23 Oct 2026
Early version, updated weekly. Every claim is dated and sourced. Think something is wrong? Dispute it.
Map / 2. Rides / Selling the finished work

Driverless rides

R2 RidesSelling the finished workLearning loopRisingScaling
Placement: a judgment drawn from the evidence, open to correction (dispute it).

The model

Definition
A company operates a fleet of vehicles with no human driver and charges riders a fare per trip, the same transactional unit as human-driven ride-hailing, but with the driver cost replaced by the AV stack and remote operations.
In one line
Robotaxi fleets sell rides with no driver, at the same unit as ride-hailing.
What compounds
Every mile driven improves the system, and each new city is faster to open than the last.
Who accelerates
Riders get a new option that improves with every mile; professional drivers are displaced.
What it displaces
Human-driven ride-hailing and taxis.
Stops working when
On a serious safety incident or a regulatory suspension. Announced is not delivered: Tesla's service still ran mostly with safety monitors in early 2026.

Evidence

Companies 5
Evidence items 5
Grades 2A 3B
Latest dated 2026-Q2
Counter-evidence 1

The three labels

2. Rides · loop gain positive. Each step of the curve makes its own loop stronger.

Selling the finished work · money lands in the outcome, not the tool or the hours.

Learning loop · use, data, better product, more use.

Same rung and family

Named companies 5 companies · grade per item

CompanyClaimDateGrSource
Waymo
United States · scaleup · best B
Providing about 500,000 paid robotaxi rides per week across 10 U.S. cities (Phoenix, San Francisco, Los Angeles, Austin, Atlanta, Miami, Dallas, Houston, San Antonio, Orlando), up from 50,000 weekly trips in May 20242026-03-27BTechCrunch
Baidu Apollo Go
China · public · best A
Expanded to 28 cities globally, including fully driverless commercial operations launched in Dubai, open-road testing in London with Uber and Lyft, and first Hong Kong autonomous testing permits, plus Switzerland testing with PostBus2026-Q2ABaidu IR (Q2 2026 results release)
WeRide
China (Middle East operations) · public · best A
WeRide and Uber to deploy at least 1,200 robotaxis across Abu Dhabi, Dubai and Riyadh, expected to be complete as soon as 2027; WeRide states it already operates more than 200 robotaxis in the region2026-02-06AWeRide investor relations
Tesla Robotaxi
United States · public · best B
Roughly 200 vehicles total across Austin and the Bay Area combined as of February 2026, up from ~10 at June 2025 launch and 32 in December 2025; announced 'unsupervised' rides on January 22, 2026 then those disappeared from tracking within a week; service availability measured at only 19% of operating hours in the prior 48 hours2026-02-16BElectrek
Zoox (Amazon)
United States · incumbent · best B
Began charging for driverless rides in Las Vegas from August 10-11, 2026, after a period of free public rides2026-08-11BFox5 Vegas

Counter-evidence Reversals, failures and disputes

Tesla's Austin/Bay Area robotaxi service still runs mostly with in-car safety monitors nearly eight months after launch, with only a handful of unsupervised vehicles briefly appearing then vanishing from public tracking, and just 19% operating-hours availability2026-02-16Electrek

Sources 5

TechCrunch techcrunch.com · 2026-03-27
Baidu IR (Q2 2026 results release) ir.baidu.com · 2026-Q2
WeRide investor relations ir.weride.ai · 2026-02-06
Electrek electrek.co · 2026-02-16
Fox5 Vegas fox5vegas.com · 2026-08-11