Hotwire.com offers affordable local rates on hotels in Pittsburgh, often around 50% or more. When you book, rooms are non-refundable, and you don’t know exactly which hotel you’re at until after you book your room. There is a star rating, you are guaranteed a certain star rating based on their rating system (see site for details). You also can’t request which room you’ll have.
Check their website for current rates in Pittsburgh.