Selfhosted
A place to share alternatives to popular online services that can be self-hosted without giving up privacy or locking you into a service you don't control.
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I've done both, there are very few scenarios where I'd pick a full sized server over a few mini PCs in a homelab. The only time I'd consider a larger footprint in a homelab is for a custom built NAS.
I have all the services you've mentioned and more and I'm pretty sure I could comfortably host them on a singular mini PC that I could pick up on ebay for $200 at most. Switching to a Mini PC is also making it easier for you to consider things that require multiple discrete systems in the future and there's a lot of cool things you can do in that space.
Even for the larger footprint, I would just use a larger desktop case.
If power is a big enough issue that dual power supplies would help, i'd rather run three small computers or desktops in a k8s setup.