How reliable are Mercedes-Benz vehicles? According to RepairPal, they are average when it comes to reliability. The Mercedes-Benz Reliability Rating is a 3 out of 5, which makes it average – not the best, but not the worst. ... And on average across all Mercedes-Benz models, 13% of repairs are considered severe.Dec 2, 2020