This is the major hurdle everyone is facing,now with home based mining everyone is investing their time and money in purchasing the hardware and it is really difficult to find a decent graphic card in stores and it has being an issue for some time now,either the companies have to multiply their production to keep up with the demand and for the OP mining difficulty will keep on increasing and it wont come down and that is how things work.