I killed a White Stag Beetle, and it didn't drop anything. Considering the rare spawn rate of these things, maybe they should have a 100% chance to drop their horn? I know those are extremely valuable for some PCs.
Proof of kill.
(https://i.gyazo.com/93f2c3e80dbbc7bd003762ac55da5893.png)