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Selfhosted
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I used to run a Minecraft server with PaperMC on an RPi4, and I would only give the java environment 2G of RAM. It never crashed except when I overloaded it with plugins. The same Pi was also hosting Pihole and Ubiquiti UNMS. As long as you aren't planning on hosting hundreds of players at the same time, you should be fine with whatever (and assuming you're doing this at home on residential internet, your network would be the bottleneck anyway). I do recommend PaperMC, it improves the performance and stability of Minecraft and it's a fork of Spigot so it's compatible with most plugins.
Also /u/ShellMonkey is correct about used server hardware. You can pick up a Dell PowerEdge for about $200.