Why not Costco instead? It’s $65 for a year, and you’d probably make that up on diapers alone in that first year. You need to actually go pick them up so it wouldn’t work if you don’t live near a Costco.
There are also other bulk stores as well, depending on your area. Look around, Amazon is rarely the best price, they’re just the most convenient since they have pretty much everything.