Favors (17 points, 12 rebounds), Williams (16, 11) and Evans (14, 10) combined to elevate the Jazz to a second straight victory.
Enes Kanter added 16 points for Utah.
Gordon Hayward chipped in 12 points and Alec Burks provided 10.
Jason Thompson netted 19 points and grabbed 11 rebounds for the short-handed Kings, who played a third straight game without stars DeMarcus Cousins (sprained left ankle) and Rudy Gay (strained left Achilles).
Derrick Williams contributed 17 points with 15 rebounds.