I'm pretty sure Amazon explicitly offers the option to "group my items into as few shipments as possible, even if it takes longer".
Yep! Especially if you live in NYC (or anywhere in the North East really). Amazon has something like 50+ different warehouses in NJ and Pennsylvania alone.