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I want to set up a home server and take advantage of everything it can offer, specialty privacy.
Raspberry PI, no matter the version, are all quite expensive here in Brazil, so that's off the table. I'll go for a regular desktop. But the the requirements for a server that "does it all" remains a mystery to me.
What specs do you guys recommend?
Rather than give you specific recommendations, here's some guidance for parts
Mobo: The more slots you have for RAM and storage, the better.
CPU: literally anything. More cores and faster cores are ideal, but CPU requirements for these things are generally lower than a desktop.
RAM: Buy 1 stick of the fastest and highest capacity RAM your motherboard can handle. When you're ready or you start to see slowdown, buy another of the same stick. You can get far on 16-32GB, you won't need much more until later.
Storage: an SSD for the OS and one or more HDDs for storage.
PSU: generally anything in the 500-700 range will be good. You'll want more if you plan to put a GPU in, though.