The Diamondbacks optioned Drake to Triple-A Reno on Wednesday.
Drake was promoted to the majors Sunday but is still looking to make his big-league debut. The 25-year-old is clearing off the active roster to make space for Mitch Bratt, who is up from Reno to start Wednesday's game in St. Louis.