Top 10 Least Reliable 2023 Models According to Consumer Reports Published on November 24, 2022 in News by The Car Guide Photo: Marc Lachapelle 9. Mercedes-Benz GLE Consumer Reports’ reliability score: 23 Trouble spots:In-car electronics, power equipment, climate system, electrical system and body hardware.