Immich is not heavy. I bought an old mini pc from a second hand government office supplies website and it runs all my self hosted apps perfect with tons of room to spare.

I think the main thing is storage speed matters which is why a mini pc with an ssd runs circles around a raspberry pi running off a microsd card.