Robotaxi Tracker Europeby Mutz Intelligence

ROBOTAXI ECONOMICS

What does a robotaxi ride really cost?

A robotaxi only makes money if its cost per paid kilometre is below what riders pay. This page explains the main cost drivers and lets you test your own assumptions.

Read this first: the calculator defaults are illustrative assumptions, not reported figures. No operator in Europe publishes its full unit costs. Only the values marked as sourced in a preset come from a cited source. Change any input to match your own view.

All values are illustrative assumptions, not sourced figures.

Vehicle cost incl. sensors
Purchase price of one robotaxi including the self-driving hardware.
$
Vehicle life
Straight-line depreciation period, no resale value.
years
Distance per vehicle per year
Utilisation: total km driven per vehicle per year, paid and empty.
km
Share of km with a paying rider
The rest is empty driving to pick-ups, charging and depots.
%
Energy per km
Electricity cost per km driven.
$
Maintenance, tyres, cleaning per km
Running costs that scale with distance.
$
Insurance per vehicle per year
Third-party and fleet cover.
$
Depot, charging, software, overhead per vehicle per year
Fixed costs allocated to each vehicle.
$
Safety driver on board (1 = yes, 0 = no)
Today's European services mostly still carry one.
Safety driver cost per hour
Fully loaded wage cost.
$
Operating hours per vehicle per year
Hours the vehicle is in service (needs a driver or remote cover).
h
Remote operator cost per hour
Fully loaded cost of a remote assistance operator.
$
Vehicles per remote operator
How many vehicles one remote operator supervises at a time.
×
Fare per paid km
Average revenue per km with a rider, after platform fees.
$
$0.42
Cost per km driven
$0.71
Cost per paid km
$0.71
Break-even fare per paid km
$23,733
Margin per vehicle per year

Annual cost per vehicle: $33,867

Vehicle depreciation$6,000 · 18%
Energy$2,400 · 7%
Maintenance & cleaning$4,800 · 14%
Insurance$4,000 · 12%
Depot, software, overhead$6,000 · 18%
Safety driver$0 · 0%
Remote operations$10,667 · 31%

Revenue per vehicle per year: $57,600 (48,000 paid km × $1.20). Excludes taxes, financing costs, R&D and platform commissions unless you include them in the inputs.

The five levers that matter

  • Utilisation. Fixed costs (vehicle, insurance, depot, software) are spread over every kilometre. A car that drives twice as far per year roughly halves its fixed cost per km.
  • Paid share. Empty kilometres to pick-ups and chargers cost money but earn nothing. Cost per paid km is the number to compare with fares.
  • Safety drivers. A driver on board for every operating hour usually outweighs every other cost. Removing the driver is the main step-change in robotaxi economics, and in Europe most services still carry one or need remote supervision.
  • Remote operator ratio. Driverless fleets still need remote assistance. One operator for 3 vehicles and one for 30 give very different costs per km.
  • Vehicle cost. Lower vehicle prices help, but in a mature fleet depreciation is only one part of the cost. Forbes (Oct 2025) argued that it matters less than often assumed.

How the calculator works

Annual cost per vehicle = depreciation (vehicle cost ÷ life) + energy and maintenance (per km × km per year) + insurance + overhead + safety driver (hourly cost × operating hours, if on board) + remote operations (hourly cost × operating hours ÷ vehicles per operator). Cost per paid km = annual cost ÷ (km per year × paid share). Break-even fare = cost per paid km. Financing, taxes, R&D, platform commissions and accidents are excluded unless you add them to overhead.

Assumptions and sources

Default inputs are round illustrative numbers chosen to show the mechanics. They are not estimates of any company's costs. The sources below provide context and the few reported figures used in presets.

  1. Forbes (Brad Templeton): How much does it matter how much your robotaxi costs to build? · 2025-10-31
    Used for: Context: how much vehicle cost matters relative to other costs
  2. Forbes (Brad Templeton): Baidu launches new $28,000 robotaxi in Wuhan · 2024-05-14
    Used for: Vehicle cost in the low-cost preset
  3. CarNewsChina: Baidu launches 6th generation robotaxi · 2024-05-15
    Used for: Second source for the RT6 cost
  4. ARK Invest: ARK contributes its financial autonomous taxi model to GitHub
    Used for: An open cost-per-mile model you can compare against
  5. Bloomberg: Europe's first robotaxi service is underway at €1.99 a ride · 2026-05-06
    Used for: A real European fare data point (Verne, Zagreb; launch pricing)
  6. GOV.UK: Self-driving vehicle pilot scheme, information for applicants · 2026-03-31
    Used for: Why safety drivers and remote supervision are still required in many deployments
Coming soonSpreadsheet model + PDF · $39

Robotaxi Unit-Economics Model

The full model as a spreadsheet with scenario tabs, sensitivity tables and a PDF guide. Every assumption labelled, every sourced value linked.

Gumroad (coming soon) →