It could be either. These machines can be awkward to troubleshoot, even with an ESD workstation, lots of tools and a spare one for testing parts.
If it starts then stops, It would seem more likely to be the board I'm afraid. Having said that, if you have a dual core (particularly one with the 1KW PSU) its probably the PSU.