Cybercab operating costs explained

Cybercab operating cost is not a single cost-per-mile claim. Some expenses grow with total vehicle miles, some recur even in a weak month, some are capital investments, and some appear as unavailable earning time rather than an invoice. Combining them carelessly can hide risk or charge the same item twice.

CabOS treats energy, mileage-based maintenance, and tires as variable drivers. Insurance, overhead, subscriptions, and facility access can remain fixed. Charging equipment and installation are startup capital with a modeled useful life. Cleaning and intervention can include both cash expense and owner labor.

A charging plan needs a compatible energy source, the price paid for energy, charging losses, travel to the charger, queue and charging time, possible human handling, and any site or network charges. A low local utility rate alone does not prove that a private site is feasible or cheaper.

CabOS distinguishes battery-side energy from electricity purchased at the meter. Charging losses increase billed energy only when the efficiency input does not already include them. Private-site demand charges and infrastructure depreciation are explicit; infrastructure capex is not also repeated as a monthly cash expense.

Maintenance and tire wear generally follow the vehicle’s total use, not only paid passenger miles. Pickup, repositioning, travel to charging or cleaning, and depot travel therefore affect the economics twice: they consume operating resources and bring the mileage retirement limit closer.

Cost per paid mile can rise sharply when the occupied-mile share falls. That does not mean empty miles were added as a second mileage category after total miles were calculated. CabOS derives total commercial miles once from paid miles and the deadhead share, then applies mileage-linked costs to that reconciled total.

Cleaning, charging, maintenance, weather pauses, and recovery events can reduce available service time. If the forecast already reduces paid work for that unavailable time, CabOS does not also subtract gross “lost revenue” as a cash expense. For comparing service choices, forgone contribution may still be shown as an explanatory economic impact.

Bundled services need similar discipline. If an assumed platform bundle includes insurance, cleaning, or intervention, the corresponding owner-paid line is excluded. Unknown services remain visible assumptions instead of silently becoming free.

No public calculator can replace a compatible charging proposal, commercial insurance quote, maintenance terms, or the final network agreement. CabOS is useful for identifying which quote matters most and how far a real quote can move the plan.

As operating data becomes available, projected costs should be compared with actual invoices, charging records, mileage, and downtime. Until then, the calculator labels its modeled inputs as planning assumptions and keeps them editable.