When you say high end gaming PC, what exactly are you looking for?. If you know what you are looking for, go to the computer souq near the Dhow Roundabout/Mercure hotel.

I am sure if you buy all your parts there they will assemble the computer for you.

You will need to bargain to get a good price...but it will still be expensive.