Web videos used to be in QuickTime, Windows Media, Real Video, etc. It was a mess to deal with all of those formats, plus the videos would play in an external application.
YouTube popularized Flash-based video, which could play directly in the browser. It's ironic now since the rage is HTML5 and getting away from Flash...