I voted black, but I read your post wrong. I thought you had black bed rails. If your truck is mostly silver and chrome, I'd go with the chrome.
A questions though is do you have a spray in liner? if you do than the black will work with it, but if you truck bed is silver, than the chrome would work better, IMO.