The most recent meeting between the Baggies and the Potters was at the bet365 Stadium in November, with Albion returning to the top of the Sky Bet Championship following a 2-0 win.
Matt Phillips put Slaven Bilić's men in control in the eighth minute firing home after a fantastic flowing move.
And, despite a brief spell of Stoke pressure after the interval, the three points were secured midway through the second half when Hal Robson-Kanu converted a penalty in front of the travelling supporters, following a foul on Grady Diangana.
Watch the above video to relive Albion's victory on the road.