ignoring the real reasons that necessitate a big thick link to these cards for most real work, at that cost I see no benefit to this over a mini-pc+full size gpu hosting these services with a well known non-custom backend; a normal computer + a gpu.

yeah yeah yeah "it's done for you" but that's way less of a selling point post-agentic AI.