Bosonic mixtures in optical lattices are of interest for the study of the two-component Bose-Hubbard model with its connection to quantum magnetism, impurities and disorder, and of phonon-mediated effects. My talk will concentrate on experiments with variable hyperfine-state mixtures of rubidium-87 atoms in an optical lattice, whose depth is state-dependent along one axis and can be tuned.