Parties with my coworkers are often far enough from the office that we all have to drive anyway. That doesn't work for these impromptu things, but it does work for things you know a priori.

When you say reward people for working hard on something, you don't mean the same night, do you? That sounds like possibly fun for extroverts and no fun at all for everyone else.