RAM is absolutely the main factor for me. My little R-Pi Umbrel took a week to sync the chain back in May of 2021. Meanwhile, my Start9 powered through it overnight in January of 2024. Got the thing booted up after work at about 8pm and by the time I woke up the next morning, it was ready to rock.

Someone with much slower internet will have a bit different experience, I expect.