It's the battery packs that weigh a lot. The rest of the EV, including its motor, weighs less than an equivalent sized ICE vehicle.
EVs, on average, weigh about 19% more than an equivalent sized ICE vehicle.
People should be concerned. Some of the new battery chemistries promise lighter...