West Brom, second-bottom of the table, moved seven points from the safety zone while Chelsea stayed fourth but could be overtaken by West Ham United and Tottenham Hotspur this weekend.
"There's no need to concede five goals when you have our quality," Tuchel told BBC Sport after Chelsea's worst home defeat in nearly 10 years.