We exhibit a variety of groups that act properly and even cocompactly on median graphs (a.k.a. one-skeleta of CAT(0) cube complexes), with quasi-isometric groups that do not admit any proper action on a median graph. This answers a question of Niblo, Sageev and Wise. Our examples are all quasi-isometrically trivial central extensions of certain cubulated groups.