The new car models for the new model year begin to come out in October of the previous year. It means the car models for MY 2023 will start rolling out in October 2022. Other than this, there is no particular month for the cars to roll out. The automakers choose the date for their models to be available for people. Every new model year begins in the fall of the previous year.