I disagree re not getting anaerobic fitness on ebike.
Look on the body as a machine, a complicated one, but never the less a machine.
Mine is currently capable of producing around 140 watts(guess)... I can use that 140 Watts to jog, cycle, swim or whatever I want... pretty much indefinitely...