CabOS
Autonomous asset intelligence
Cybercab economics

Pressure-test your fleet before you own it.

Build an operating case, see exactly how the math works, and locate every assumption inside an anonymous peer range.

Model inputs

Every value is editable and source-labeled.

0 changed

Paid miles = days × service hours × paid utilization × paid-mile pace. Total miles gross up paid miles for deadhead.

Illustrative planning inputs. These defaults are synthetic CabOS assumptions, not Tesla pricing, operating guidance, or financial advice.
Annual gross revenue
$427,518
65,772 paid mi / cab
Operating costs
$265,882
cash opex + depreciation
Operating profit
$161,636
37.8% margin
Profit per cab
$32,327
pre-tax, before financing
Anonymous peer benchmarkSynthetic demo
Your paid utilization is higher than 63% of Austin metro scenarios.

A matched cohort of 200 synthetic scenarios places your assumption against the median and middle 50%—without presenting demo data as market fact.

Peer rangeYour value: 58.0%
P25
42.9%
Median
52.4%
P75
62.2%
Five-year net cash generation

Cumulative operating cash after acquisition equity and debt payments.

$744,445
end of year 5
Return profile

Acquisition and capital-structure views.

ROIC-style
107.8%
op. profit ÷ purchase basis
Cash-on-cash
516.3%
cash after debt ÷ equity
Capital payback
0.8 yr
basis ÷ cash op. profit
Cost / total mile
$0.66
401,049 fleet miles
Upfront cash
$30,000
20% equity
Annual debt service
$28,175
5-year term
Annual cost stack

Cash costs plus straight-line depreciation.

$265,882
Network fee
$106,88040%
Energy + charging
$36,47814%
Insurance
$43,20016%
Cleaning
$21,0008%
Maintenance
$28,07311%
Tires
$8,8233%
Depreciation
$21,4298%
Peer position

Austin metro · 200 matched demo scenarios

P25 / P50 / P75
Revenue / paid mileP47
$1.16$1.31$1.47
Effective charging costP53
$0.26$0.36$0.41
Deadhead milesP37
14.4%20.2%24.5%
Annual profit / cabP76
$11,564$21,382$31,880
Privacy-safe contribution

You decide whether this scenario joins the benchmark.

V0 sends nothing. This consent control previews the exact allowlisted payload the production event collector would accept—no name, email, raw IP, precise location, or free text.

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Allowlisted event preview
Coarse market cohort
Asset type
Numeric assumptions
Derived outputs
Model version
Consent version
Deterministic engine
Versioned formulas; same inputs, same outputs.
PostgreSQL + PostGIS
Neutral asset and market schema included.
Asset-neutral core
Cybercab first; Optimus-ready task model.
Integration seams
Tesla Fleet API and OpenAI stay adapter-based.