Audi vehicles have mixed reviews when it comes to reliability. According to Consumer Reports, the Audi car with its trademark Quattro all-wheel-drive system ranks within the top ten in terms of new car brand reliability. To be sure, invest in maintenance to ensure that the vehicle will serve you well for years.