Are the wheels a weird size? What stopped you from replacing them with regular tires?

Not the OP, but for my EV, it was a combination of higher load rating because batteries are heavy, tread compound needing to be different (more expensive) because of high torque requirements, and rolling resistance and tire noise being much more important for EVs than ICE cars.