Not sure why everyone loves Slack. I use it for one of my teams... the other uses Gitter.
Overall Gitter is much nicer. Direct integration with GitHub by default and wonderful Markdown integration. You can even put Latex right into the chat window!
Also, we like how you can have public rooms mixed with private rooms... something that's basically not possible with Slack.
Will be interesting to see how Facebook@Work stacks up...