Both Berahino and Fletcher started the Premier League game for Sunderland at the Stadium of Light, as it finished in a goalless draw.
While the striker featured for 78 minutes, the midfielder played for the entire 90 minutes.
Berahino failed to take a single shot, had a pass accuracy of 63%, attempted four dribbles, won 33% of his tackles, and made one interceptions.
Fletcher had a pass accuracy of 62%, put in three crosses, and made one interception, one clearance and one block.
The draw with Sunderland means that West Brom are 11th in the Premier League table at the moment with 40 points from 31 matches.
West Brom fans have taken to Twitter to have their say on the performances of Berahino and Fletcher against Sunderland.
Below are some of the best comments:
Berahino looked off the pace so far. Must have been in space with Sess #wba— Steve (@pennwba) April 2, 2016
Pulis is deploying a 'False Winger' in Berahino. Pep eat your heart out. #WBA— Guy Owen (@MrGuyOwen) April 2, 2016
Need to change it now. Get fletcher off for one of the quicker players on the bench #wba— Rachel Catherine (@x_RachelC) April 2, 2016