1U servers are usually less reliable than their 2U cousins. I'd strongly urge you to go 2U if you can.
That said, if you're doing 1U, buy from a major brand and get the extended warranty. Dell and Compaq are both okay. IBM is likely higher quality, but higher price too.
2U you can build yourself without much worry.