Don't forget Slack and HipChat.
Take chat, hipcat is like 5-10 bucks per month per user. Uber has about 20k FTEs, 40k contractors all use chat. That's 3 to 600k per month just on chat.
Don't forget scale is expensive.
I can't imagine how much that many slack licenses would cost.