The locality's name honours Thomas Bannister who discovered the nearby Bannister River, a tributary of the Hotham River, in 1830 while leading the first overland expedition from Perth to King George Sound (now Albany).
The town was named after Thomas Bannister, who discovered the Bannister River, a tributary of the Hotham River, during his pioneering journey from Perth to King George Sound (now Albany) in 1830.