EVs like the Mercedes-Benz EQS run on electricity only, so you don't have to worry about filling up the tank with gas. All you'll find is an electric powertrain with a battery and an electric motor. Hybrid vehicles and plug-in hybrid vehicles use a combination of gas and electricity to help you power your drive with less gas consumption, but they still use gasoline.