Villanueva scored 19 points, while Stuckey contributed 18 with eight assists for the Pistons, who used a tough defense to hold the Wizards to just 37.7 percent from the field.
Washington, meanwhile, dropped its seventh straight and fell to a league-worst 3-22.
Jordan Crawford tallied 21 points for the Wizards.
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