Walmart offers the Firefly Complete Series: 15th Anniversary Edition on Blu-ray for $16.81 with free 2-day shipping. (Amazon has it for the same price.) That's the lowest price we could find by $3.

Update: It's now out of stock at Walmart; however, Amazon still offers it for $16.81 with free shipping for Prime members.