Rawlings, which recognizes the best defender at each position in each league with its annual award, unveiled the list of finalists on Thursday. Three finalists were named at each position, with winners scheduled to be announced Nov. 10 at 7 p.m. ET on ESPN.
Granderson, 34, finished this season with 12 Defensive Runs Saved in right field, after compiling zero the year before. He committed five errors in 150 games in the outfield.
To win the Gold Glove, however, Granderson will need to beat out St. Louis' Jason Heyward, who led all right fielders with 22 Defensive Runs Saved.