Huh? No way, the energy needed goes up with the cube of the speed, but the mass moved only goes up linearly-- the reason is that you are having to accelerate a small mass a lot rather than a big mass a little. The most efficient is a big slow propeller, but size and mass constraints put limits on how big and slow you can go.
