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That depends on the SBC.
Most of them boot from SD so you will want to get an enterprise SD card or one for cameras.
The Odroids have an eMMC slot for storage. Most boot from USB as well.
There are now SBC with SATA ports and even some with M.2 or PCI-e slots.
That's cool! I've used enough raspberry pi's over the years to know that SD cards, even if industrial grade are likely to fail at some point so I try to avoid booting from them. eMMC would be much better but sometimes a pain to flash depending on the tooling available. Having a SATA port would allow to use HDDs which provide a lot of capacity for cheap. I guess the processor needs to be an Amlogic for the best media experience?