A modular hybrid vehicle uses multiple different modular battery units in a vehicle. New batteries can be added, or removed. The batteries can each be associated with a separate electric motor. Each battery individually drives a motor, allowing the characteristics of limited slip or all wheel drive. Also, the batteries can be replaced, or added to, to provide more battery power to the vehicle. There may be sensors at the battery that sense various characteristics and report those characteristics wirelessly to a central controller.