What’s the Difference Between Streaming on YouTube and Twitch?

Twitch has been the undisputed king of online video streaming for a long time. YouTube has now started to catch up, with their live system becoming fully realized and working quite well. So what’s the difference between streaming with Twitch and YouTube?