It depends on what you mean by going out. There isn't a lot of stuff, and sparse offerings of typical "nightlife" type destinations (clubbing, live music), but there are a decent number of bars if you're into sitting around drinking beer and chatting. Rose & Crown has a good craft-beer selection.

Also, a bunch of random stuff happens at Stanford now and then, if you're into things like http://slork.stanford.edu/