We shall discuss some features of CP symmetry on theta = 0, pi vacua of gauge theories and CPn sigma-models. The existence of phase transitions and spontaneous breaking of CP symmetry are analyzed by novel non-perturbative analytic techniques. The elusive sector of theta = pi vacuum physics is shown to exhibit peculiar properties. Theta vacuum in the large N limit is lighter than expected.