Cataxia dietrichae is a species of mygalomorph spider in the Idiopidae family. It is endemic to Australia. It was described in 1985 by Australian arachnologist Barbara York Main.
The species occurs in eastern coastal Queensland. The type locality is 9.5 km west of Bowen in the Whitsunday Region.