I have this set to false and it's pretty annoying. It seems that the same triggers that make auto-play work are used to play regular video. So I always have to fiddle with Youtube to get a video to start, and Vimeo videos don't play at all. I've had to keep from using this flag in Chrome so I have a backup browser for such sites.
type about:config in url and set value to false