Drilliola zeuxippe is a species of sea snail, a marine gastropod mollusk in the family Borsoniidae.

(Original description) The minute shell has a white or warm brown color.

The turbinate nucleus has a minute smooth apex and three later axially concavely arcuate ribbed whorls.

On the body whorl there are about eight minor threads in front of those mentioned, all with wider interspaces.

The axial sculpture consists of prominent oblique lines protractively cutting the interspaces.