A best bet is this
Philadelphia 500-Piece Dowdle Puzzle (pictured) for $2.98. With free shipping, it's the lowest total price we could find by $5. It features art by Eric Dowdle. Update: It's since sold out.
Update: Other puzzle sets, ranging from 550 to 1,000 pieces, are also on sale starting at $3.98 with free shipping.