I have seen both Dell and HP comps that are pretty much dead right out of the box and then again I have seen both be put thru way more abuse then any comp should have to go thru and still work like they were new.
Since you are setting up a work place server I would have to agree with Carbon and say that you need to look at service, warranty, availability, and what you can get for your money.