Embodiments of the present disclosure provide a method and an apparatus for evaluating a vehicle, a device and a computer readable storage medium. The method includes: determining driving information of the vehicle in an automatic driving mode, the driving information including at least one of trip information, power consumption information and driver state of the vehicle in the automatic driving mode; determining usage situation of the vehicle in the automatic driving mode based on the driving information; and providing the usage situation of the vehicle.