For in-store pickup only, Home Depot offers the 6-Foot Pressure-Treated Pine Dog-Ear Fence Picket for $1.25. (Lowe's has a similar one for the same price.) That's a savings of 33 cents per board and the lowest price we could find. There is a 500 board limit per order.

Update: Prices now start from $1.54.