Converging AI and Human Roles
Transport & Field

How Robotaxi Companies Make Money: Own Fleets, Ride-Hail Partners and Selling the Driver, by the Numbers

Robotaxi companies earn money in four different ways, and most of them publish few of the numbers. This compares what each model is, who owns the car, who runs the app, and which financial figures Waymo, Pony.ai, WeRide, Baidu, Tesla and Zoox have actually disclosed, with "not disclosed" where that is the finding.

Pony.ai revenue by line, first half of 2026 (USD millions; total $70.5M)
Intelligent solutions$26.3M
Robotruck services$23.5M
Robotaxi services$20.6M
Source: Pony.ai interim results (Form 6-K), August 2026. Company-stated.
Chart: Pony.ai's three revenue lines in the first half of 2026; robotaxi services were 29.3% of its revenue. Bar widths are relative to Intelligent solutions ($26.3M).

As of · Companies' own filings and releases, with news reports where labelled secondary

Robotaxi business models compared, with the figures each company has disclosed, as of November 3, 2026
Model Example How it works, as stated Evidence grade Money figures disclosed Source
Own app, partner-run fleet Waymo (Phoenix, Miami, London) Waymo keeps the rider app and the Waymo Driver; Moove handles fleet operations, facilities and charging In production No per-ride or per-city revenue disclosed 8
Driving system on a ride-hail platform Waymo on Uber (Austin, Atlanta) Riders opt in; the Waymo ride is offered at the same price as the Uber product requested; XL, Share and Premier are excluded. Uber's page does not say who owns the fleet; launch coverage says Uber handles depot work through Moove, now rebranding to Avomo In production Revenue share and fees not disclosed 6, 7
Driving system on a ride-hail platform Waymo on Lyft (Nashville) Flexdrive, Lyft's fleet arm, manages a single fleet dispatched across both apps; matching on Lyft is at no additional cost to the rider In production Financial terms not disclosed 9
Driving system on a ride-hail platform Pony.ai and WeRide with Uber and others "Joint deployment": partners may contribute vehicle funding and local fleet operations, with economics shared under each arrangement; Pony.ai says Uber has contracted deployment of more than 2,000 robotaxis in five European cities In production Revenue shares not disclosed 11, 13
Fleet owned by a third party Element Fleet Management (Toronto, for Waymo) "End-to-end fleet management"; Waymo targets first riders in 2028 Vendor claim Not disclosed 10
Selling vehicles and software Pony.ai "Intelligent solutions", mainly ADC hardware shipments plus software licensing, was USD26.3 million of USD70.5 million H1 2026 revenue In production Gross margin 16.9%; net loss USD98.9 million (H1 2026) 11
Selling vehicles and software WeRide Product revenue RMB112.8 million against service revenue RMB233.1 million in H1 2026; Q1 product revenue was attributed to "robotaxi and other L4 vehicle sales" In production Gross margin 36.6%; EBITDA -RMB667.0 million (H1 2026) 13, 14
Selling vehicles and software Baidu Apollo Go Baidu's annual report says it may pursue asset-light approaches and "may sell our robotaxi vehicles to third parties"; it warns robotaxi operation "may make it difficult to achieve sustained and stable profits" Vendor claim Apollo Go revenue, fares and vehicle cost not disclosed 15
Consumer driver-assist software (Level 2) Tesla FSD (Supervised) A subscription for owners' own cars, not a robotaxi service; 1.74 million active subscriptions at Q3 2026; a mixed pool of deferred revenue (connectivity, FSD, free Supercharging) was $4.08 billion at September 30, 2026 In production Subscription price reported as $99 a month by Carscoops (secondary); FSD revenue not disclosed 17, 18, 19

Each row is stated by the company or partner named, and none is an independent audit. "In production" means the company says the arrangement is running; the Element and Baidu rows are plans or risk-factor wording, so they are graded as vendor claims. Per-ride revenue, cost per ride and margin are not disclosed by Waymo, Baidu, Tesla or Zoox, and we do not estimate them. The companies' fleets and revenue lines differ, so the figures are not comparable across rows. How the grades work.

The analysis

Who owns the car, who runs the app

A robotaxi ride involves three jobs: the driving system, the vehicles and depots, and the rider app with its payments. The models differ in who does which. Waymo keeps the app and the driver software and, in Phoenix, Miami and London, hands fleet operations, facilities and charging to Moove.8 On Uber in Austin and Atlanta, Waymo rides are offered at the same price as the Uber product the rider requested, riders opt in, and only some Uber products are eligible; Uber’s page does not say who owns the fleet, and the arrangement for depot work comes from launch coverage, not a company page.67 In Nashville, Lyft’s Flexdrive manages one fleet that is dispatched across both apps.9 Pony.ai describes “joint deployment”, in which partners may fund vehicles and run local fleets and share the economics, without disclosing the shares.11

What is disclosed about money

Waymo has disclosed how it is financed, not what a ride earns: a $16 billion round at a $126 billion post-money valuation in February 2026, and a $5 billion term loan closed on October 8, 2026, its first debt financing.13 Alphabet’s quarterly filing describes the loan as senior secured, maturing October 2032, at Term SOFR plus 5.25%, and not guaranteed by Alphabet.2 Alphabet reports only an “Other Bets” segment, which is not Waymo alone: $372 million of revenue and a $2,047 million operating loss in the third quarter of 2026.4 The one published fare is for Las Vegas: a base rate of $9.49 plus $1.23 a mile and $0.45 a minute, with demand, tolls and promotions also moving the price; Waymo’s help page publishes no rate for other cities.5 Zoox received a commercial exemption from NHTSA allowing up to 2,500 exempted vehicles in any 12 months, and the Las Vegas Sun reported it would start charging on August 10, 2026 without disclosing fares.2021

The Chinese operators report revenue but not per-ride economics. Pony.ai had robotaxi services revenue of USD20.6 million in the first half of 2026, 29.3% of its USD70.5 million total, a 16.9% gross margin and a net loss of USD98.9 million; it says robotaxi breakeven at the city level was reached in Guangzhou in November 2025 and Shenzhen in February 2026, with no per-vehicle figure; its May 2026 release says fares after discounts are above entry-level ride-hailing, without giving fares.1112 WeRide reported RMB345.9 million of revenue, a 36.6% gross margin and an EBITDA loss of RMB667.0 million, with robotaxi revenue not split out, and says only that per-vehicle unit economics “continued to improve”.13 Baidu does not report Apollo Go revenue as a separate line, and neither its annual report nor its second-quarter release gives a vehicle cost or breakeven statement.1516

Selling the driver, and a different product

Some companies earn from selling parts of the system. Pony.ai’s largest line, “intelligent solutions”, is mainly hardware shipments plus software licensing,11 and WeRide’s product revenue, which it ties to robotaxi and other L4 vehicle sales, was RMB20.5 million in the first quarter.14 Baidu’s annual report says it may sell its robotaxi vehicles to third parties in future.15 Tesla is a different case: its FSD (Supervised) subscription, with 1.74 million active subscribers at the third quarter of 2026, is a Level 2 driver-assistance product that needs a driver, and its filings give no robotaxi paid-miles, fares or revenue.1718 We keep it apart from the robotaxi rows above, and the platform companies are no clearer: Uber’s and Lyft’s filings give no autonomous-trip counts or revenue share, and Lyft says it no longer develops its own driving technology.2223

What this means for taxi drivers, by the numbers

The share of the fare that goes to the driver is what a robotaxi model removes, but none of these companies reports taxi driver numbers or fare splits, and exposure is not job loss. The models also add work: fleet operations, depots, charging, cleaning and remote assistance, described in robotaxis and the taxi driver’s job. For where each service runs, see robotaxi services by city and status. No winner is declared here: the numbers above show what is disclosed and, as importantly, what is not.

Sources

  1. Waymo (primary), Waymo closes $5 billion debt financing, October 8, 2026.
  2. Alphabet (primary), Form 10-Q for the quarter ended September 30, 2026, filed October 29, 2026.
  3. Waymo (primary), Waymo raises $16 billion investment round, February 2, 2026.
  4. Alphabet (primary), Q3 2026 earnings release (Other Bets), October 28, 2026.
  5. Waymo Help (primary), Trip pricing (undated page, opened November 2, 2026).
  6. Uber (primary), Waymo on Uber in Atlanta, July 24, 2026.
  7. TechCrunch (secondary), Uber users in Austin are getting matched with Waymo robotaxis, March 4, 2025.
  8. Waymo (primary), Next stop: Miami, December 5, 2024.
  9. Lyft (primary), Waymo rides now available on the Lyft app in Nashville, September 9, 2026.
  10. Waymo (primary), Waymo in Toronto, October 16, 2026.
  11. Pony.ai (primary), Interim results (Form 6-K, Exhibit 99.2), August 2026.
  12. Pony.ai (primary), First quarter 2026 results (Form 6-K, Exhibit 99.1), May 26, 2026.
  13. WeRide (primary), Interim results (Form 6-K), August 12, 2026.
  14. WeRide (primary), First quarter 2026 results release, May 13, 2026.
  15. Baidu (primary), Form 20-F for fiscal year 2025.
  16. Baidu (primary), Second quarter 2026 results (Form 6-K, Exhibit 99.1), August 18, 2026.
  17. Tesla (primary), Q3 2026 shareholder update (Form 8-K, Exhibit 99.1), October 21, 2026.
  18. Tesla (primary), Form 10-Q for the quarter ended September 30, 2026, filed October 22, 2026.
  19. Carscoops (secondary), You’ll need a subscription to go hands-free in a Tesla, January 14, 2026.
  20. NHTSA (Federal Register) (primary), Notice 2026-15485: grant of exemption to Zoox, July 31, 2026 (read at govinfo.gov).
  21. Las Vegas Sun (secondary), Free rides no more: Zoox robotaxi service to begin charging, August 6, 2026.
  22. Uber (primary), Form 10-Q for the quarter ended June 30, 2026, filed August 5, 2026.
  23. Lyft (primary), Form 10-Q for the quarter ended June 30, 2026, filed August 7, 2026.