Incredible means "unbelievable"; incredulous means "skeptical," "unbelieving." "The story Bill told us was incredible." "The speaker's remarks left his audience incredulous."
Dictionary of problem words and expressions. Harry Shaw. 1975.
Dictionary of problem words and expressions. Harry Shaw. 1975.