Cahill rose unchallenged after 36 minutes to head the Toffees in front with his eighth goal of the season.
Saha wrapped up the points at Goodsion Park 20 minutes from time whith a sharp spin and crisp low 22-yard drive. Substitute Luke Moore rattled the Everton bar from 25 yards late on.
