Incompatible means unable to exist together in harmony or consistently. Contradictory means asserting the opposite or mutually opposed, which captures the essence of incompatibility - things that cannot both be true or coexist. Capable (able), reasonable (sensible), and indifferent (unconcerned) don't convey this conflict.