American artist Taylor Swift is the biggest winner in this category with four wins from six nominations.
Fincher's recent nomination (and win) occurred over twenty years later in 2013 for his work on Justin Timberlake's "Suit & Tie."
Swift is also the only performer to have won four moonmen in this category for her work directing.
Five other performers have won a moonman in this category for their work directing/co-directing their videos: George Michael, Beck, Erykah Badu, Adam Yauch of the Beastie Boys, Kendrick Lamar and Lil Nas X.
An additional nine performers have been nominated for their work co-directing/directing videos: Busta Rhymes, Missy Elliott, Christina Aguilera, Jared Leto (as Bartholomew Cubbins), Ryan Lewis, Bruno Mars, Billie Eilish, Tyler, the Creator (as Wolf Haley) and Travis Scott.