The problem is lack of refinery capacity, too many"special blends" of gasoline required by certain states (Kalifornia in particular) and state gasoline taxes.
There hasn't been a new refinery built in a long time and demand is running about 105% of capacity. As for the price I'm paying over a dollar less per gallon than you are.