A recent report has look at the relaiability of desktop computers by manufacturers.
The top five manufactures have been awarded a reliability index as shown below.
While Apple have a reputation of providing reliable desktop providers Asus were very close in 2010. HP/ Compaq were just in the top five with Panasonic and Samsung just outside.