
Auto Repair Shop
Auto Repair Shop fits a founder who prefers diagnosis and controlled vehicle repair completion.
Auto Repair ShopAuto Repair Shop earns from completed authorized repair orders with realized labor and parts yield and is constrained by technician clocks, bay dwell, lifts, parts readiness, customer authorization and rework. Vending Machine Business earns net product contribution only from successfully supplied paid items at accepted locations, while funding stock, host/payment charges, the complete route and technical recovery. Compare their own earning units, paid resource clocks, installed commitments and cash dates.
The mature reference EBIT is $8,818 for Auto Repair Shop and -$627 for Vending Machine Business. At 20% less earned activity, with each format's price, mix, paid roster and other inputs held fixed, those results become -$664 and -$1,800. The test compares a proportional activity change, not an equal number of unlike customer units or observed demand.
In the first twelve modeled months, Auto Repair Shop has $22,966 operating cash and Vending Machine Business has -$4,018. Their mature monthly cash figures are $8,901 and $565. The opening ramp, collection assumptions and any growth costs therefore matter separately from the mature EBIT comparison.
Opening payments are $255,425 for Auto Repair Shop and $96,995 for Vending Machine Business, before the separate operating-deficit reserve and retained buffer. Compare the scope and payment dates of these assumptions with actual quotes; a lower modeled total does not establish a better operating choice.
| Question | Auto Repair Shop | Vending Machine Business |
|---|---|---|
| Paid delivery constraint | Check technician-hours, occupied bay-hours, lifts, tools and the independent management limit at the proposed whole-order count. Recovery grows with orders and cannot be deducted only at today's entered volume. | At 8,000 monthly paid vends, the stated route, repair and management workloads are 93.6, 12 and 8.8 hours. The next whole vend exceeds the 12-hour repair pool. The stock calculation includes expected acquired-item loss and assumes equal sales plus an actual five-day maximum service gap. |
| Condition for revising the plan | If sold hours cannot be completed inside clock and bay time, or parts cash lacks funded supplier timing, revise mix, workflow or commitments before taking more work. | A 10% reduction in realized net price at the same sales and product cost changes monthly cash after capital maintenance from approximately $565 to negative $695. Higher gross footfall cannot repair that yield loss without supported completed purchases and feasible paid work. |
| Next useful evidence | Keep one order-to-collection record and one technician/bay schedule with parts delays, returns, quality control, warranty and rework tied to the original order. | Test one complete paid replenishment and settlement cycle at an accepted location, obtain the installed payment-ready scope and host/provider terms, and recalculate stock, paid clocks, depreciation and dated cash before adding sites. |

Auto Repair Shop fits a founder who prefers diagnosis and controlled vehicle repair completion.
Auto Repair Shop
Vending Machine Business fits a founder prepared to win and retain accepted sites, manage product-level availability and margin, drive and replenish a controlled route, reconcile small payments and respond to technical faults with paid coverage.
Vending Machine Business| Decision dimension | Auto Repair Shop | Vending Machine Business |
|---|---|---|
| Earning unit and customer obligation | completed authorized repair orders with realized labor and parts yield | One successfully supplied paid item; net selling price excludes tax and refunds; a placement or authorization is not a sale |
| Deliverable capacity | technician clocks, bay dwell, lifts, parts readiness, customer authorization and rework | Selection-level stock and longest gap, machine/site availability, complete paid preparation/driving/service, technical incidents and management |
| Cash mechanism | parts and wages can precede accepted repair and settlement | Machines and opening stock precede proven item purchases; replacement inventory, host/provider charges, settlement and tax dates affect available cash |
| Opening evidence | Quote the exact operating format, assets, premises, paid roster and customer obligations | Accepted host agreement, machine condition/payment configuration, delivered hardware plus separate host site work, storage/vehicle, stock, paid training and funded ramp |
Both columns use May 2025 national occupational wage medians. Each format retains its own authored scope, paid roster, price, capacity, cost mix and collection timing. These are comparable calculation definitions, not observed national market averages.
| Measure | Auto Repair Shop | Vending Machine Business |
|---|---|---|
| Defined format | Independent three-bay general automotive repair shop with two full-time paid automotive service technicians plus one full-time paid owner-manager/service-advisor replacement-cost role, ordinary diagnostic and mechanical-repair equipment, and a defined passenger-car and light-truck scope | Owner-operated route of ten indoor packaged snack-and-drink combination machines at ten accepted third-party locations, with paid replacement work |
| Realized net price assumption | $637.50 / completed repair order | $2.50 / completed paid item-vend |
| Activity and monthly time base | 110 completed repair orders per month; 110 completed repair orders / month | 6,000 completed paid item-vends per month; 6,000 completed paid item-vends / month |
| Complete paid coverage | 520 paid hours / month | 133.33 paid hours / month |
| Paid payroll including the assumed 18% employer allowance | $17,809 | $3,651 |
| Mature monthly EBITDA | $11,401 | $765 |
| Mature monthly EBIT after depreciation | $8,818 | -$627 |
| Mature monthly cash after maintenance | $8,901 | $565 |
| Approximate EBIT activity threshold | Approximately 89.54 completed repair orders per month | Approximately 6,641.3 completed paid item-vends per month |
| Approximate mature cash activity threshold | Approximately 89.35 completed repair orders per month | Approximately 5,422.27 completed paid item-vends per month |
| Reference capacity assumption | 122 completed repair orders per month; see the format's resource qualifications | 8,000 completed paid item-vends per month; see the format's resource qualifications |
EBITDA pays the full modeled roster and operating costs. EBIT also deducts depreciation. Mature cash deducts maintenance investment from EBITDA, after receivables stop growing. All three exclude financing, income taxes and additional owner distributions.
| Measure | Auto Repair Shop | Vending Machine Business |
|---|---|---|
| First twelve months EBIT | $26,641 | -$17,318 |
| First twelve months operating cash after maintenance and receivables growth | $22,966 | -$4,018 |
| Payments before opening, including refundable deposits and paid training | $255,425 | $96,995 |
| Deepest cumulative operating cash deficit | $40,766; month 4 | $7,637; month 5 |
| Retained operating cash buffer | $108,026 | $10,201 |
| Funding = opening payments + deepest deficit + buffer | $404,217 | $114,833 |
| Collection-delay assumption | 2 modeled days | 2 modeled days |
| Modeled opening-payment recovery | Month 39 in the 60-month reference | No sustained recovery within 60 modeled months |
Operating cash excludes the separately listed opening payments. Recovery compares cumulative modeled operating cash with those opening payments and remains nonnegative through month 60; it does not promise recovery beyond that horizon or measure owner take-home. Extra owner distributions, financing and income taxes need separate schedules.
All operating roles are paid at replacement cost in both columns. A founder filling a modeled role does not remove its cost, and the operating surplus is not additional salary. Average or equivalent units still need a feasible calendar of whole jobs, visits, classes and projects; the listed capacities do not establish customer demand.
Calculations retain the exact input values. USD totals are displayed to whole dollars and blended prices to cents; activity and threshold estimates are displayed to up to two decimals. Rounded thresholds are estimates, not prescriptions for a sufficient whole job, visit or member count.
The wage observation is the BLS May 2025 national occupational median for each stated role. Hours, employer allowance, sales, prices, capacity and all nonwage costs are authored assumptions. Read the calculation definitions.
Auto Repair Shop input and capacity explanation · Vending Machine Business input and capacity explanation · Separate owner withdrawals from operating results
Repair orders earn scoped labor/parts work; vending technical recovery supports product sales without automatically earning another sale. A fault ticket or warranty claim is not incremental item-vend revenue.
Trace a repair order and a vending fault from diagnosis through parts, paid technical/recovery time, acceptance and cash. Keep billed work, product replacements, refunds and the original earning event separate.
Keep the proposed sales unit, geography, paid work, capacity and exclusions visible for each business. A change of format means the assumptions need to change too.
Obtain a small paid-demand test or a measurable delivery scope, relevant wage evidence and the most consequential premises or equipment quote for each format.
Check the first cash payments, earliest collectible sales, operational bottleneck and approvals still pending. Choose the next investigation on this basis, rather than assigning a winner from illustrative EBIT.
How to test business demand before forecasting revenue · How to price a service and cover the work behind it · How to build a 13-week cash plan for your first 90 days
See all 276 business comparisons →Published research and calculations support business planning and education. They are not personalized financial, investment, tax or legal advice, and they do not guarantee costs, revenue, profit or financing. Estimates depend on the stated format, location, source periods and assumptions. Check the requirements and commitments that apply to your circumstances.