Well most of the time when I order something from a third-party vendor, it doesn't come in an Amazon box, so I suppose it is handled by the vendor, not Amazon.
More than half of the items bought on Amazon and from a 3rd party seller but fulfilled by amazon. It arrives in an Amazon box in 2 days and most people don't realize it was from a 3rd party seller.