This is a very good question.
I think that most important is the quality of items. Sometimes customers are focused on prices, but there are others who don't care too much for price, but for the exclusivity of the product.
So, maybe is the best to have a combination of both.
You should also consider about competition, i.e. what others selling and what are their prices.
I hope that this will help.