The second cheapest is often where the seller makes the most profit. There is a pricing strategy around this idea - people will rarely buy the cheapest or the most expensive item of the list. Their function is to shift up all prices and set the bar
Paying more for something that you think is higher quality hile beeing just as bad as the cheapest product is a bad thing. Assuming parent comment is right that this is the case.