I would think that the order is switched around:
OH- > CH3O- > CH3CH2O- > (CH3)3CO-
My reasoning is the effect of hyperconjugation. With a more substiuted R-group, your electron density on the oxygen is more spread out over the molecule as opposed to localized on the oxygen.