As showrunner the buck stops with him, he get the glory if it is a hit, he also gets the blame when it fails. See Dan and Dave from GoT, they went from heroes to zeros.
Showrunners generally quit if they feel the show is being taken down the wrong path by Execs, they also have the power to fire bad writers, so yes he gets the blame.