The failure modes behind every number here
Owner complaints arrive as free text. We classify each one into a named failure mode using phrase rules written per mode, then compute the mileage distribution for that mode on every model year. There are 114 modes covering 1,943,536 classified reports, and anything the rules cannot place with confidence stays in an unclassified bucket rather than being forced into a category it does not belong in.
The failures that come early
Fleet-wide median reported mileage, lowest first, across every make and model. A failure that is typically reported young is behaving like a defect rather than like wear — nothing wears out before the mileage that wears it. Modes with fewer than 40 dated reports are left out.
Tick median reported mileage Solid middle half of reports Faint 10th to 90th percentile Colour how bad the failure is when it happens
Adas
| Failure mode | Reports | Model years | Fleet median | Typical repair | When it happens |
|---|---|---|---|---|---|
| Automatic braking for no reason | 2,590 | 202 | 10k | $0–$1,500 | Critical |
| Blind spot monitor failure | 318 | 174 | 17k | $250–$1,300 | Moderate |
| Cruise control failure | 29,544 | 4,221 | 56k | $200–$1,400 | High |
| Lane keep or steering assist fault | 9,844 | 1,571 | 15k | $200–$1,600 | High |
| Other driver assistance problem | 28,932 | 4,592 | 62k | $250–$1,800 | High |
| Other speed control problem | 50,551 | 6,623 | 50k | $250–$2,000 | Critical |
| Parking sensor failure | 587 | 210 | 46k | $180–$900 | Low |
Airbag
| Failure mode | Reports | Model years | Fleet median | Typical repair | When it happens |
|---|---|---|---|---|---|
| Airbag deployed without a crash | 543 | 307 | 89k | $2,500–$8,000 | Critical |
| Airbag failed to deploy in a crash | 15,164 | 3,735 | 53k | $1,000–$5,000 | Critical |
| Airbag inflator rupture | 36,935 | 2,901 | 81k | $0–$0 | Critical |
| Airbag warning light or occupant sensor fault | 26,128 | 3,225 | 72k | $300–$1,600 | High |
| Child seat anchor or tether failure | 37 | 33 | 117k | $150–$700 | High |
| Other airbag problem | 5 | 5 | 53k | $400–$3,000 | Critical |
| Other seat belt problem | 1,780 | 919 | 55k | $200–$900 | High |
| Seat belt or retractor failure | 28,285 | 5,041 | 60k | $200–$900 | High |
Body
| Failure mode | Reports | Model years | Fleet median | Typical repair | When it happens |
|---|---|---|---|---|---|
| Door latch or handle failure | 5,951 | 1,289 | 62k | $250–$1,200 | High |
| Interior water leak | 118 | 66 | 41k | $300–$2,500 | Moderate |
| Liftgate, tailgate or trunk failure | 8,354 | 1,832 | 53k | $250–$1,500 | Moderate |
| Other body or interior problem | 102,790 | 11,180 | 62k | $200–$2,000 | Moderate |
| Paint peeling or clear coat failure | 2,128 | 711 | 60k | $600–$6,000 | Low |
| Rust or structural corrosion | 9,874 | 2,135 | 101k | $500–$6,000 | High |
| Seat, track or recliner failure | 722 | 323 | 67k | $300–$2,200 | High |
| Sunroof failure or glass breakage | 11,330 | 2,853 | 43k | $700–$4,500 | High |
| Window regulator or power window failure | 2,954 | 655 | 58k | $250–$900 | Moderate |
Brakes
| Failure mode | Reports | Model years | Fleet median | Typical repair | When it happens |
|---|---|---|---|---|---|
| ABS module or sensor failure | 34,087 | 4,144 | 64k | $500–$2,400 | High |
| Brake line, hose or caliper failure | 5,196 | 1,648 | 87k | $250–$1,600 | Critical |
| Loss of braking | 21,255 | 4,296 | 59k | $400–$3,000 | Critical |
| Master cylinder or brake booster failure | 8,994 | 2,106 | 71k | $450–$2,200 | Critical |
| Other brake problem | 67,671 | 8,273 | 44k | $300–$1,800 | High |
| Parking brake failure | 16,477 | 3,612 | 50k | $250–$1,300 | Moderate |
| Premature brake pad or rotor wear | 12,154 | 2,584 | 25k | $300–$1,400 | Moderate |
Cooling
| Failure mode | Reports | Model years | Fleet median | Typical repair | When it happens |
|---|---|---|---|---|---|
| Cooling fan failure | 1,333 | 404 | 58k | $350–$1,300 | Moderate |
| Heater core failure | 2,027 | 585 | 66k | $700–$2,400 | Moderate |
| Overheating | 15,483 | 3,640 | 71k | $400–$3,500 | High |
| Radiator or coolant leak | 16,788 | 2,954 | 87k | $350–$1,900 | High |
| Thermostat failure | 2,341 | 768 | 66k | $250–$900 | Moderate |
| Water pump failure | 7,395 | 1,611 | 72k | $500–$2,200 | High |
Drivetrain
| Failure mode | Reports | Model years | Fleet median | Typical repair | When it happens |
|---|---|---|---|---|---|
| CV axle or driveshaft failure | 7,734 | 2,055 | 66k | $450–$2,200 | High |
| Differential or transfer case failure | 11,237 | 2,130 | 64k | $900–$4,200 | High |
| Wheel bearing or hub failure | 4,805 | 1,516 | 55k | $350–$1,200 | Moderate |
Electrical
| Failure mode | Reports | Model years | Fleet median | Typical repair | When it happens |
|---|---|---|---|---|---|
| Alternator or charging system failure | 13,996 | 2,629 | 68k | $450–$1,600 | High |
| Control module (ECM/PCM/BCM) failure | 27,855 | 4,237 | 69k | $700–$3,000 | High |
| Electrical fire or melted wiring | 1,763 | 900 | 72k | $1,500–$9,000 | Critical |
| Engine sensor failure | 5,427 | 1,563 | 71k | $180–$900 | Moderate |
| Ignition switch, key fob or immobilizer failure | 17,523 | 2,955 | 71k | $250–$1,500 | High |
| Other electrical problem | 120,977 | 10,114 | 61k | $250–$2,000 | Moderate |
| Parasitic battery drain | 1,161 | 420 | 51k | $200–$1,200 | Moderate |
| Starter failure | 463 | 237 | 62k | $350–$1,300 | Moderate |
| Wiring harness or short circuit | 12,515 | 3,171 | 64k | $400–$3,500 | High |
Emissions
| Failure mode | Reports | Model years | Fleet median | Typical repair | When it happens |
|---|---|---|---|---|---|
| Catalytic converter failure | 4,502 | 1,321 | 86k | $900–$3,500 | Moderate |
| DPF, EGR or DEF system failure | 1,890 | 641 | 63k | $800–$5,000 | High |
| Exhaust leak or fumes in the cabin | 6,194 | 1,861 | 65k | $250–$2,000 | High |
Engine
| Failure mode | Reports | Model years | Fleet median | Typical repair | When it happens |
|---|---|---|---|---|---|
| Complete engine failure or seizure | 7,355 | 1,750 | 82k | $4,500–$12,000 | Critical |
| Engine bay fire | 2,910 | 1,051 | 85k | $4,000–$20,000 | Critical |
| Engine knock or bearing noise | 2,176 | 795 | 62k | $2,500–$9,000 | High |
| Excessive oil consumption | 11,415 | 1,345 | 77k | $900–$6,500 | High |
| Head gasket failure | 9,596 | 1,388 | 80k | $1,400–$4,000 | Critical |
| Intake carbon buildup | 426 | 235 | 47k | $400–$1,200 | Moderate |
| Lifter, cam or cylinder-deactivation failure | 1,837 | 504 | 76k | $1,800–$7,000 | High |
| Misfire or rough idle | 17,652 | 2,880 | 75k | $250–$1,600 | Moderate |
| No-start or intermittent start failure | 31,105 | 4,245 | 68k | $200–$1,800 | Moderate |
| Oil leak | 8,629 | 2,206 | 71k | $250–$2,200 | Moderate |
| Other engine problem | 140,572 | 10,009 | 66k | $300–$4,000 | High |
| Piston, ring or cylinder wall damage | 463 | 226 | 61k | $3,000–$9,500 | Critical |
| Stalling while driving | 15,308 | 2,972 | 67k | $300–$2,500 | Critical |
| Timing chain, belt or tensioner failure | 11,667 | 1,913 | 82k | $1,200–$4,500 | Critical |
| Turbocharger or supercharger failure | 1,918 | 667 | 63k | $1,500–$4,500 | High |
Fuel
| Failure mode | Reports | Model years | Fleet median | Typical repair | When it happens |
|---|---|---|---|---|---|
| Fuel gauge or level sensor failure | 10,958 | 1,800 | 64k | $300–$1,200 | Moderate |
| Fuel injector failure | 2,161 | 795 | 62k | $450–$2,800 | Moderate |
| Fuel leak or fuel odor | 7,427 | 2,071 | 78k | $300–$2,500 | Critical |
| Fuel pump failure | 26,792 | 3,995 | 69k | $600–$2,600 | High |
| Fuel tank, filler or EVAP failure | 23,983 | 3,999 | 70k | $250–$1,800 | Moderate |
| Other fuel system problem | 47,800 | 7,142 | 59k | $300–$2,200 | High |
Glass
| Failure mode | Reports | Model years | Fleet median | Typical repair | When it happens |
|---|---|---|---|---|---|
| Other visibility problem | 38,862 | 6,016 | 47k | $150–$1,400 | Moderate |
| Windshield cracking | 2,300 | 478 | 12k | $300–$1,600 | Moderate |
| Wiper or washer failure | 9,836 | 2,208 | 62k | $120–$800 | Moderate |
Hvac
| Failure mode | Reports | Model years | Fleet median | Typical repair | When it happens |
|---|---|---|---|---|---|
| Air conditioning failure | 6,951 | 1,965 | 52k | $400–$2,800 | Moderate |
| Blower motor or climate control failure | 2,567 | 680 | 70k | $250–$1,200 | Moderate |
| Other heating or A/C problem | 0 | 0 | — | $250–$1,600 | Moderate |
Infotainment
| Failure mode | Reports | Model years | Fleet median | Typical repair | When it happens |
|---|---|---|---|---|---|
| Audio or connectivity failure | 3,492 | 1,210 | 41k | $150–$900 | Low |
| Backup camera failure | 8,191 | 1,412 | 31k | $250–$1,200 | Moderate |
| Infotainment screen failure | 9,493 | 1,452 | 32k | $400–$2,600 | Low |
| Instrument cluster or gauge failure | 12,215 | 2,588 | 62k | $350–$1,400 | Moderate |
| Other infotainment problem | 1 | 1 | — | $150–$1,500 | Low |
Lighting
| Failure mode | Reports | Model years | Fleet median | Typical repair | When it happens |
|---|---|---|---|---|---|
| Headlight failure or clouding | 21,425 | 3,327 | 64k | $150–$1,800 | Moderate |
| Other lighting problem | 24,688 | 4,606 | 62k | $120–$1,200 | Moderate |
| Tail light, brake light or signal failure | 18,963 | 3,483 | 65k | $100–$900 | Moderate |
Other
| Failure mode | Reports | Model years | Fleet median | Typical repair | When it happens |
|---|---|---|---|---|---|
| Unclassified problem | 150,345 | 10,733 | 62k | — | Moderate |
Software
| Failure mode | Reports | Model years | Fleet median | Typical repair | When it happens |
|---|---|---|---|---|---|
| Software fault or failed update | 5,148 | 1,287 | 35k | $0–$600 | Moderate |
Steering
| Failure mode | Reports | Model years | Fleet median | Typical repair | When it happens |
|---|---|---|---|---|---|
| Loss of power steering | 11,012 | 1,723 | 74k | $600–$2,800 | Critical |
| Other steering problem | 78,989 | 6,802 | 62k | $350–$2,400 | High |
| Power steering pump or fluid leak | 2,942 | 924 | 66k | $350–$1,600 | Moderate |
| Steering column or shaft failure | 14,178 | 2,610 | 65k | $600–$2,500 | Critical |
| Steering rack, gear or tie rod failure | 22,071 | 3,124 | 61k | $700–$2,600 | High |
Suspension
| Failure mode | Reports | Model years | Fleet median | Typical repair | When it happens |
|---|---|---|---|---|---|
| Air suspension failure | 1,066 | 357 | 66k | $900–$4,500 | High |
| Alignment fault and uneven tire wear | 1,518 | 614 | 22k | $150–$1,200 | Moderate |
| Control arm, ball joint or bushing failure | 25,098 | 2,939 | 78k | $400–$2,200 | High |
| Other suspension problem | 40,477 | 6,696 | 55k | $350–$2,000 | Moderate |
| Strut, shock or spring failure | 9,737 | 1,861 | 72k | $500–$2,000 | Moderate |
Transmission
| Failure mode | Reports | Model years | Fleet median | Typical repair | When it happens |
|---|---|---|---|---|---|
| Complete transmission failure | 21,871 | 3,140 | 77k | $2,800–$8,000 | Critical |
| CVT failure | 4,299 | 455 | 77k | $3,000–$8,500 | Critical |
| Dual-clutch or clutch-pack failure | 983 | 161 | 24k | $1,800–$5,500 | High |
| Harsh or jerky shifting | 1,951 | 655 | 51k | $600–$4,000 | Moderate |
| Manual clutch or hydraulics failure | 2,627 | 739 | 47k | $900–$2,800 | Moderate |
| Other powertrain problem | 115,824 | 8,939 | 59k | $400–$4,500 | High |
| Shifter, linkage or stuck-in-park failure | 3,731 | 1,099 | 68k | $250–$1,400 | High |
| Torque converter failure | 5,702 | 1,134 | 78k | $1,100–$3,200 | High |
| Transmission fluid leak | 343 | 187 | 68k | $300–$1,800 | Moderate |
| Transmission slipping | 1,684 | 628 | 66k | $1,200–$5,500 | High |
| Transmission will not engage a gear | 2,795 | 1,118 | 65k | $1,500–$6,000 | Critical |
Wheels
| Failure mode | Reports | Model years | Fleet median | Typical repair | When it happens |
|---|---|---|---|---|---|
| Other wheel or tire problem | 39,471 | 8,193 | 30k | $200–$1,500 | High |
| Tire blowout or tread separation | 9,660 | 3,767 | 37k | $200–$1,500 | Critical |
| Tire pressure monitor failure | 2,808 | 979 | 42k | $80–$600 | Low |
| Wheel, stud or lug nut failure | 1,365 | 633 | 46k | $150–$1,500 | Critical |
How the classification works, and where it fails
A complaint in the federal database is a paragraph typed by an owner, usually angry, sometimes at three in the morning. There is a component field, but it is coarse and frequently wrong, so the useful signal is the narrative: the transmission started slipping in fourth, the steering locked up in a parking lot, smoke from under the dash. Each failure mode on this page owns a set of phrase rules written against that kind of wording, and a complaint is assigned to the mode whose rules it matches most specifically.
The rules are deliberately cautious. A complaint that matches nothing, or matches two modes equally, stays in an unclassified bucket instead of being pushed into whichever category looked closest. That bucket is published rather than hidden, because a classifier that always finds an answer is a classifier that has stopped telling you when it does not know. It also means the per-mode counts here are floors: the true number of, say, water-pump complaints is the count shown plus some share of the unclassified pile.
Three failure patterns are worth knowing about before you read any table. Some modes are reported almost entirely young — those are manufacturing defects, and a used example that has passed the mileage window without trouble has probably escaped. Some are reported almost entirely old, which is wear, and mileage rather than model year is what predicts them. A few are reported at both ends, which usually means one label is covering two different mechanical problems, and where we have noticed that we have split the mode rather than leaving the median to average two humps into a meaningless middle.
The typical repair column is the weakest thing on this page and is marked as an estimate everywhere it appears. Complaints do not contain prices. Those ranges are our own figures for an independent-shop repair of that mode on an ordinary vehicle, and they can be out by a multiple on a luxury car or where a dealer-only part is involved. They are here to sort a nuisance from a four-figure job, not to quote you. The methodology page gives the classification rules, the severity weights and every formula that turns these modes into a risk score.
Questions this page answers
How are owner complaints sorted into failure modes?
Each complaint arrives as free text. Phrase rules written per mode match the wording owners actually use, and a complaint that no rule places with confidence stays in an unclassified bucket rather than being pushed into a category it does not belong in. That is how 114 named modes cover 1,943,536 classified reports.
Which car problems show up earliest?
Of the modes with enough dated reports to place, automatic braking for no reason has the lowest fleet-wide median at 10,000 miles. An early median is the signature of a manufacturing defect rather than of wear, because a part that simply wears out cannot fail before the mileage that wears it.
What does the severity label mean?
It describes what a failure means when it happens, not how likely it is. A mode marked safety can strand or endanger you; costly means a repair normally in four figures; nuisance means annoying and cheap. The labels are ours, assigned once per mode, and they are the weights the risk score uses.
On the severity column. It describes what the failure means when it happens, not how likely it is. A mode marked safety can strand or endanger you; costly means a repair normally in four figures; nuisance means annoying and cheap. Those labels are ours, assigned per mode, and they feed the risk score — the methodology page gives the weights.
Source Owner complaints and recall records published by the US National Highway Traffic Safety Administration, model years 1996–2027 Figures rebuilt Published by AtWhatMileage How every figure is computed