The operating system for Raspberry Pi is started from an SD memory card (SD or microSD card) and must first be written to this memory card.
The choice of memory cards is enormous. From no name to brand manufacturers everything is represented. The typical storage capacity ranges from 4 to 512 GB.

The following article clarifies what to look out for to get the most out of speed and still not pay too much.