Top 10 Least Reliable 2023 Models According to Consumer Reports Published on November 24, 2022 in News by The Car Guide Photo: Stellantis 8. Jeep Gladiator Consumer Reports’ reliability score: 21 Trouble spots:Steering/suspension, drive system, electrical system, noises & leaks.