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Check out ServeTheHome's "Project TinyMiniMicro" on Youtube for a great overview of ultra-small form factor ("1 liter") business PCs.
The big three PC makers each have standardized products in this form factor with (relatively speaking, compared to smaller manufacturers) tons of spare parts available.
This is the correct answer. And I think in September most companies do hardware refresh so keep an eye on ebay
I hate to admit that I love using these micro business computers, but they're pretty awesome. Stackable, powerful, upgradeable, cheap second hand or refurbished. I've considered nucs, but you can find buckets of these for cheaper.