1. A method of optimizing a battery size of an electric vehicle, comprising: detecting a manipulation of the vehicle; determining a driving behavior of a driver of the vehicle based on the manipulation; determining at least one battery characteristic among a set of battery characteristics of an on-board battery currently connected to the vehicle; determining energy consumption of the vehicle; and determining a replacement battery option that changes the at least one battery characteristic based on the driver behavior and the vehicle consumption model.