"Get Out's" OFCS win comes after the film was nominated for Best Musical or Comedy Film at the upcoming Golden Globe Awards.
Star Daniel Kaluuya was also nominated for Best Actor in a Musical or Comedy Film.
Peele previously discussed "Get Out" being nominated in the Best Musical or Comedy category at the Golden Globes noting that he considers his film to be a documentary due to its subject matter and social commentary on race.
"Here's the thing, the movie is truth. The thing that resonated with people was truth, so for me it's more of a historical biopic," Peele said while on The Late Show.
"Get Out," which was released in theaters in February, grossed $253.4 million worldwide.
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