You didn't mention your PSU, hence I said that.
Did you use SSD? If not, I would suggest you should do some defragmenting and disk checking every now and then.
Your spec has a well capable card and a capable enough CPU to pull it off. I find this weird too. If it's still under warranty, you can try RMA the GPU and see how it goes.