Ryan McGee of Zap2it described "White Rabbit" as "a worthy successor to 'Walkabout,' and one of the stronger Jack-centric eps the show ever produced." Lost Episode Guide for Others: An Unofficial Anthology by Robert Dougherty says the episode is a must-see; it is "our first in depth glimpse at Jack's character".
Ryan McGee's endorsement of "White Rabbit" as a crucial episode for exploring Jack's character provides insight into the show's narrative and character development.