Selfhosted
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If I/O speed is important the challenge will be getting lots of nvme slots in a small form factor. Many atx motherboards have bifurcated pci-e slots that can be converted to manage 2 nvme drives at once (in addition to on-board nvme slots) but I don’t know if matx boards do that, so if you wanted 3+ drives that would be the first thing to consider. If you just want a bunch of sata ssds there are more options, but all considerably slower.
Silence is the only important aspect, SATA is fine. I see a lot of options out there much smaller than ATX. Here's one example: https://www.lincplustech.com/products/lincstation-n2-network-attached-storage but like I said I am more curious as to what everyone around here is doing.