Dont go for just performance, that's the first biggest mistake most people make.
What you want is 'stability' foremost. See if you can find out what mobo is in the unit and then you can see which chipset it has. Investigate this chipset to see if it has any problems. Some motherboards are great with athlons, others are murder.