Well there were young candidates running. But most people voted old. Clinton, Trump, Biden, and Sanders all would have been or were/are the oldest presidents in US history. And young voters were most biased toward Sanders who was the oldest of those old people, so you can't exactly blame old voters either.
http://i.imgur.com/dzGMd.png