A Peloton is a spin bike with an expensive touchscreen, so the whole job is really about protecting that screen and keeping the bike level. The frame is heavy but the transport wheels make short moves easy.
Pro tip: Save your seat, handlebar, and cleat settings before the move so your fit is identical after setup.
Watch out: Never grab or lift the bike by the touchscreen, since the mount is not built to carry the bike weight.