In a comparison between BMW, Audi and Mercedes-Benz, the study shows which brand requires the most maintenance under six years of ownership, after six years and after twelve years. ... BMW sits in the middle with Mercedes being the most reliable, therefor the cheapest. After six years, things start to change.Feb 1, 2016