For the true bargain hunters, the $25 cart fill days are the equivalent of the Super Bowl. Strategies vary—some shoppers go for volume, stuffing their carts with as many items as physically possible.

The prices range from “impulse purchase” to “I need to discuss this with my financial advisor,” but that’s part of the thrill. You might find a $5 treasure in one booth and a museum-quality piece for ...