How We Calculate Maintenance Costs
ACI Maintenance Model v2 · Open method · Updated July 2026
Every dollar figure on this site is a modeled estimate, and this page shows you the whole model — the formula, the priced inputs, the published data it's calibrated against, and where it will be wrong. If a number here can't be traced to this method, it doesn't belong on the site.
The model
1. Routine service. Each vehicle page lists its routine services with a typical cost and interval. Intervals come from manufacturer maintenance schedules (Toyota's 10,000-mile oil interval, Honda's ~7,500-mile Maintenance Minder cadence, Tesla's official schedule of tire rotations every 6,250 miles, a cabin filter every 2 years and a brake-fluid check every 4). Pricing assumes an independent shop at the national midpoint of AAA's 2026 labor-rate survey (roughly $80–130/hour; dealers typically run $20–40 more). Each service is amortized per mile — cost ÷ interval × 12,000 miles/year — plus a $40/year floor for wipers, bulbs and top-offs.
2. Factory maintenance plans. Years covered by ToyotaCare (2 years/25,000 miles) or BMW Ultimate Care (3 years/36,000 miles) subtract the covered items — which is why new-Toyota curves start near zero and BMW curves stay artificially low until year 4.
3. Repairs by age. An age ramp adds expected out-of-warranty repair spend, near zero inside typical 3-year/36,000-mile bumper-to-bumper coverage and rising each year after. The ramp scales with each vehicle's major-repair probability, a parts-cost multiplier for luxury brands, and a 30% discount for EVs (fewer mechanical systems; batteries and drive units carry 8-year federal-mandated warranties).
The model is literally public: it runs as a script in this site's repository, and
re-running it reproduces every figure on every page. The calculator then scales
results by your mileage (wear factor 0.6 + 0.4 × miles ÷ 12,000) and
shop choice (independent ×1.0, dealership ×1.3, DIY-leaning ×0.75).
Calibration against published data
The benchmark we check ourselves against is AAA's Your Driving Costs 2025, which puts maintenance, repair and tires at 11.04¢/mile averaged across 45 top-selling models (10.23¢ for small sedans up to 11.91¢ for medium sedans). ACI five-year totals deliberately land at roughly 25–45% of AAA's, for three reasons you should know about: AAA prices a comprehensive extended warranty into its figure (we model expected repairs instead), AAA assumes retail/dealer rates (we assume independent shops), and AAA assumes 15,000 miles/year against our 12,000 baseline. Neither number is "wrong" — AAA describes a fully-warrantied, dealer-serviced new car; ACI describes what a typical owner at an independent shop should budget. If you want the conservative end, AAA's figure is the ceiling.
Insurance context lines use the same study's national full-coverage average — $1,694/year for AAA's good-driver profile — scaled by a per-vehicle risk factor for segment, performance and parts cost. Market-wide averages from rate-comparison sites run higher (~$2,400–2,600/year) because they include riskier driver profiles; our per-vehicle figures are estimates for context, not quotes.
Included and excluded
Included: scheduled maintenance, wear items (tires amortized per mile, brakes, filters, fluids), and expected age-related repairs. Excluded: fuel and charging, insurance premiums, collision damage, recalls and warranty work (no cost to the owner — check any vehicle's open recalls at NHTSA.gov), parking, tolls, taxes, and registration.
Honest limitations
These are modeled estimates, not measurements of repair invoices. Per-vehicle differences within a segment rest on service-schedule facts and documented reliability patterns, but the dollar precision is the model's, not an audit's — treat $647 vs $654 as "about the same," not a real gap. Regional labor rates vary roughly ±25% around the national baseline. Documented-issue notes describe widely-reported patterns (service bulletins, recalls, extended warranties) and can be cross-checked at NHTSA; they are not predictions about any individual car. If your invoice history disagrees with our curve, your history wins. We do not copy figures from other cost websites — where our numbers differ from theirs, the difference is the method, which is why the method is public.
All references
| Source | What it anchors |
|---|---|
| AAA — Your Driving Costs 2025 (fact sheet) | Published annual study: maintenance/repair/tires averaged 11.04¢/mile across 45 top-selling models (5 years / 75,000 miles, retail parts & labor, includes a comprehensive extended warranty and one tire set). Per-category maintenance figures and the $1,694/yr national full-coverage insurance average used as ACI calibration anchors. |
| AAA — Average mechanic labor rates by state (2026) | Survey data putting independent-shop labor at roughly $80–130/hour nationally, with dealerships typically $20–40/hour higher. ACI service pricing assumes the independent-shop midpoint. |
| NHTSA — Safety recalls lookup | Official U.S. government recall database. Check any vehicle's open recalls by VIN or year/make/model; the documented-issue notes on ACI pages can be cross-checked here. |
| ToyotaCare — no-cost maintenance, 2 years / 25,000 miles | Toyota's factory plan covering scheduled maintenance for 2 years/25k miles on new vehicles — the reason ACI curves for new Toyotas run near zero in years 1–2. |
| BMW Ultimate Care — complimentary maintenance, 3 years / 36,000 miles | BMW's included scheduled-maintenance program on new vehicles — the reason ACI curves for BMWs run low in years 1–3 and climb sharply after. |
| Tesla — recommended maintenance schedule | Tesla's official guidance: no routine oil or transmission service; tire rotation every 6,250 miles, cabin filter every 2 years, brake fluid health check every 4 years — the basis for ACI's EV service lists. |