Transparency & Research

Independent Automotive Intelligence

We parse over 1.8 million official vehicle complaint records from the National Highway Traffic Safety Administration (NHTSA) to pinpoint the exact model years used car buyers should avoid.

🛡️ Our Mission: Protecting Used Car Shoppers

Buying a pre-owned vehicle is one of the largest financial commitments most households ever make. Unfortunately, standard buyer guides often gloss over catastrophic defect patterns that only emerge after tens of thousands of miles on the road: sudden transmission slippage, premature engine bore scoring, erratic electronic steering assist failures, or persistent electrical battery drains.

ModelYearGuide was founded to democratize government defect intelligence. We do not accept sponsorship from car manufacturers or dealerships. Our "Years to Avoid" verdicts are 100% mathematically derived from verified federal complaint severity metrics and active safety recall histories.

🔬 The NHTSA Federal Open Data Pipeline

Every safety rating, component breakdown, and defect frequency chart on this website originates from official public domain records provided by the U.S. Department of Transportation and the National Highway Traffic Safety Administration (NHTSA) Office of Defects Investigation (ODI).

Verified Owner Complaints

Over 1.8M sworn consumer defect submissions indexed by vehicle VIN, model year, and mileage at failure.

Official Safety Recalls

Federally mandated recall campaigns covering airbags, brake hydraulics, fire hazards, and software calibrations.

Technical Service Bulletins (TSBs)

Manufacturer communications issued to certified service technicians detailing known failure repairs and warranty fixes.

Severity-Weighted Defect Scoring

Engine and transmission failures receive 3x weighting over minor cosmetic or interior trim complaints.

👥 Editorial Committee & Automotive Analysts

Our team unites veteran automotive diagnostic technicians, consumer advocacy writers, and data systems engineers.

DV

David Vance, PE

Senior Automotive Defect Analyst

Mechanical engineer and former fleet maintenance supervisor specializing in internal combustion powertrain diagnostics and CVT transmission lifecycle modeling.

SL

Sarah Lin

Consumer Advocacy Editor

Automotive journalist with over a decade of reporting on class-action lemon lawsuits, extended warranty arbitration, and hidden repair cost risks for consumers.

GM

Gregory Miller

Lead Public Data Engineer

Architect of our automated weekly ingestion system connecting directly to the NHTSA Recalls API and the federal ODI public safety data dumps.

⚖️ Complete Editorial Independence

ModelYearGuide is an independent informational publisher. We do not sell cars, represent manufacturers, or operate dealership referral funnels. All trademarks, vehicle model designations, and brand names are referenced under nominative fair use for identification and safety analysis purposes only.