Independent research portal · v1.0

Should you buy Cybercabs?

The fleet math Tesla hasn’t published. Every number sourced.

Run the numbers
Confirmed · class CThe Cybercab is real and carrying paid public riders in Austin, Texas since September 4, 2026. A two-seat robotaxi with no steering wheel or pedals.Source: InsideEVs ↗

Fleet unit economics

The financial engine is the product. A five-car robotaxi model with sliders you can actually defend. Defaults are a launch-market Base case, not Tesla guidance.

5 Vehicles · Base
Fleet gross / mo
$15,362
$3,072 per car
Operating profit / mo
$2,695
$539 per car
Economic profit / mo
$695
after depreciation
Op. yield on capex
21%
cash fleet cost
Plan A · Cash
58 mo
Payback
Plan B · Conservative
214 mo
Payback
Plan C · Levered
never
Payback
Plan C (zero-down) does not clear the note at these operating assumptions.

Inputs

Fleet
5
$30,000
$1,500
Demand
110
28
30%
5%
Revenue
$1.05
Tesla & software
30%
$150
0.165
$0.16
Operations
$600
$550
0%
0.045
$40
Capital
5
20%

Monthly P&L

Per carFleet
Paid miles292614630
Total miles (incl. empty)380419019
Gross bookings$3,072$15,362
Tesla network fee-$922-$4,608
FSD / software-$150-$750
Insurance-$600-$3,000
Depot retainer-$550-$2,750
Energy-$100-$502
Maintenance reserve-$171-$856
Misc-$40-$200
Operating profit$539$2,695
Depreciation-$400-$2,000
Economic profit$139$695
Plan A · Cash
$2,695
monthly cash flow
Cash in
$157,500
Debt service
$0
Cash-on-cash
21%
Payback
58 mo

No debt. Full residual risk. Cleanest read of the operation.

Plan B · Conservative
$175
monthly cash flow
Cash in
$37,500
Debt service
$2,520
Cash-on-cash
6%
Payback
214 mo

20% down, 9.5% APR, 60 months. Recommended comparison case.

Plan C · Levered
-$1,182
monthly cash flow
Cash in
$7,500
Debt service
$3,877
Cash-on-cash
-189%
Payback
never

Zero down, 11% APR, 48 months. Original-thread leverage.

See a model that clears the note?

You just ran the same unit economics our fund runs. If the numbers make sense to you, let us walk you through the live Austin fleet and the terms as they stand today.

Talk to us · Invest
16
Evidence
11
Confirmed / high
2
Probable / other
3
Critical unknowns

The four questions every dollar has to answer

This whole page is built to answer four questions in order. Each one has a home below. Tap a question to see what it means, then jump straight to where we answer it with numbers and graded evidence.

Claim & evidence ledger

Facts, forecasts, and unknowns are never blended. Each carries an evidence class (A1–E, M) and a confidence label.

Tesla began carrying paid public riders in the two-seat Cybercab (no steering wheel or pedals) in Austin, Texas on September 4, 2026, the day after its September 3 launch event. The vehicle is real and operating commercially.

CConfirmed

Independent primary reporting (Forbes, Motor1, Slashdot, 2026-09-03/04). Confirms the product exists and operates; does NOT confirm owner economics, take rate, or retail purchase terms.

as of 2026-09-12

Tesla operates an official Robotaxi commercial-interest pathway referencing Cybercab fleet purchasing and mobility hubs/infrastructure.

A2Confirmed

as of 2026-09-12

Two Texas-record projects named “Tesla Center – Air Center Blvd Robotaxi” near Houston IAH (Bldg 1 ~28,293 sqft/~$915k; Bldg 2 ~12,006 sqft/~$450k; Oct–Dec 2026).

A1Confirmed

as of 2026-09-12

Austin 405 E. St. Elmo Rd Tesla project ~82,107 sqft, ~$2.117M, construction Sep 2026–Jan 2027.

A1Confirmed

Robotaxi car-wash interpretation is secondary/inferred, not primary.

as of 2026-09-12

EPA/NHTSA: 2026 Cybercab, Austin-built passenger car. 326V, ~146Ah, ~47.6kWh nominal, 163kW motor, FWD, ~219hp, ~3,113lb curb.

A1Confirmed

~418mi is a lab certification-test result, NOT the retail rated range.

as of 2026-09-12

Tesla disclosed installed annual Cybercab capacity above 125,000 units in Texas.

A3High confidence

Installed capacity is NOT the same as current production rate.

as of 2026-09-12

Texas law is structurally compatible with a permitted TNC using automated vehicles supplied under contract by third parties.

A1High confidence

Does not prove Tesla will offer third-party fleet contracts.

as of 2026-09-12

Current 2026 Tesla third-party Cybercab network fee.

MUnknown

Historical ~25–30% (2019) is a scenario anchor only. Model 10–40%.

as of 2026-09-12

Final Cybercab commercial purchase price.

MUnknown

Not published in official commercial terms. Gates the entire ROI model.

as of 2026-09-12

Who pays insurance in a third-party Cybercab fleet arrangement (Tesla, owner, or shared).

MUnknown

TX TNC: ~$1M aggregate/incident during a prearranged ride; 50/100/25 between rides.

as of 2026-09-12

NHTSA opened an audit (Sept 2026) of Tesla's self-certification that the Cybercab meets federal motor-vehicle safety standards written for human-driven cars.

CConfirmed

Independent primary reporting (Reuters, AP, Sept 4, 2026). Regulatory risk to the fleet timeline; no case number or vehicle-count scope published yet.

as of 2026-09-12

About 45 Cybercabs were registered to Tesla's Robotaxi fleet in Texas motor-vehicle records as of August 2026.

CHigh confidence

Austin American-Statesman via TX MV records. Fleet is real but small; over 200 units were spotted at Giga Texas in July, so registrations lag production.

as of 2026-09-12

The production Cybercab charges only by DC fast-charging through a concealed NACS port; it does not support AC charging, so it cannot use residential Level 2 equipment.

CHigh confidence

Not a Tesla App (Sept 5, 2026). Breaks any depot/home model that assumed Level 2; wireless charging remains a planned fleet-hub feature, not shipping.

as of 2026-09-12

Tesla states the Cybercab is designed for a 500,000-mile (800,000 km) service life.

B1Probable

Tesla claim, not independently verified. First data point against 'useful vehicle mileage: critical unknown' — treat as a design target, not a measured result; it drives depreciation-per-mile in the ROI model.

as of 2026-09-12

As of Sept 2026 the Cybercab fleet runs FSD v15 (unsupervised) on a modified Hardware 4 — neither the software nor the hardware is available on consumer Teslas.

CHigh confidence

The Verge, Barron's, Tesla Oracle (2026). The autonomy stack is fleet-only; sharpens the HW3/HW4 consumer-obsolescence gap. FSD capability claims themselves remain contested and under federal review.

as of 2026-09-12

The Cybercab roof integrates a flush-mounted Starlink V5 antenna for connectivity (4K streaming, OTA updates, fleet management); it is not required for autonomous driving.

CProbable

Electrek/Benzinga (Aug–Sept 2026). A fleet-ops and passenger-experience feature, not a driving dependency; relevant to connectivity cost and hub design, not to the autonomy case.

as of 2026-09-12

Where the capital can go

Eight ways to take exposure, from liquid TSLA equity to owning a full mobility hub. Tap any pathway for the rationale, capital intensity, and current status.

The vehicle, in motion

What you're actually investing behind. These are design-reveal and real-world clips of the Cybercab, treated as marketing / render (evidence class B2): they show intent and form, not verified price, network fee, or ROI.

Specifications

A1 · EPA + B1

The hardware as filed and reported. Most figures trace to Tesla’s EPA filing (a primary regulatory document, class A1) surfaced through trade press; the rest are Tesla design claims. Specs describe the machine — they do not settle price, network fee, or ROI.

Powertrain
Front-motor, FWD
Single-speed automatic; 1× AC permanent-magnet synchronous motor.
Power
219 hp · 163 kW
Battery
47.6 kWh
Lithium-ion, 4680 cells in an 88S6P configuration.
Range (EPA filing)
~293 mi · 472 km
Preliminary EPA-filing figure at 165 Wh/mile — not the 418 mi lab-certification number.
Curb weight
3,113 lb · 1,412 kg
617 lb payload.
Aerodynamics
Drag Cd < 0.20
Body
2-door liftback coupe
Butterfly / scissor doors; no steering wheel, pedals, mirrors, or rear window.
Manufacturing
“Unboxed” process
Tesla’s first vehicle on the unboxed line at Gigafactory Texas (Austin); formal production April 2026.
Designed service life
500,000 mi · 800,000 km
Tesla design target (class B1) — a claim, not a measured result.

Range shown is the EPA-filing preliminary figure (~293 mi); a separate ~418 mi number circulating online is a lab certification-test result, not a rated retail range. Nothing here is a price or a return.

On the roadReal-world footage · class B2

Front three-quarter, moving, production-look prototype in daylight traffic.

The ride, from the curbUse case · class B2

Passenger with luggage walks up, the robotaxi pickup the whole thesis rests on.

Cabin at workInterior / experience · class B2

Rider on a video call while the car drives itself, the product is the freed time.

Side profileDesign detail · class B2

Parked on-street, aero wheel covers, the graffiti-script Cybercab wordmark.

Doors up, in the wildReal-world footage · class B2

Both butterfly doors open at a real highway stop, people, trucks, daylight.

The wordmarkDesign detail · class B2

Close on the illuminated Cybercab badge and interior light signature.

Safety, testedTest footage · class B2

Top-down crash-test rig footage, engineering, not a marketing beauty shot.

Footage is class-B2 marketing throughout, never blended with the primary facts or the model. It answers “what is it?”, not “does it pay?”

Marketing materials

Downloadable one-pagers and decks. These are INFRATEK marketing documents, persuasive by design; the calculator and ledger above are the neutral, evidence-graded record.

Cybercab Investment Overview

One-page thesis: the opportunity, the unit economics, and the evidence discipline behind them.

Coming soon

Fleet Economics Model · Methodology

How the calculator works: every formula, every assumption, every evidence class.

Coming soon

INFRATEK Capability Deck

Who we are, how we operate a robotaxi fleet, and why Austin.

Coming soon

Contact us

Evaluating the Cybercab opportunity? Let's talk. INFRATEK is based in Austin, the city where the Cybercab actually operates.

Important. This is an independent research and modeling framework. It is not affiliated with, endorsed by, or sponsored by Tesla, Inc. It is not investment, legal, tax, insurance, or accounting advice. Some findings are primary-source facts; others are inferences, historical statements, analyst scenarios, or OSINT leads. Those distinctions are preserved throughout.

Cybercab Intelligence · An INFRATEK research portal · cybercab.infratek.ai