The desktop doesn't have any PCI-e slots other than the X16 video slot so you can't use any other PCI-e card in the desktop, even thought the mini-tower has an available x1 PCI-e slot. And you've confirmed that a PCI-e x16 video card works in your slot, but the other card doesn't.
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