The New Zealand stiff-tailed duck was closely related to the Australian blue-billed duck (Oxyura australis) but its bones were about one tenth smaller than those of its Australian relative.
Fågeln var nära släkt med australisk kopparand (Oxyura australis) men dess ben var ungefär en tiondel mindre.