Caladenia atrochila is a plant in the orchid family Orchidaceae and is endemic to Tasmania. It is a ground orchid with a single hairy leaf and flowers that are whitish or pinkish on the front, but yellowish-green on the back and a cream-coloured labellum with dark red markings.