EEPROM, FRAM, PSRAM and microSD differ by orders of magnitude in size, speed, endurance and filesystem support. The write pattern — rare config saves versus continuous logging — determines which one fits.
24LC32/25LC256 EEPROM, I2C FRAM, 64Mbit PSRAM, and microSD breakouts up to 64GB — matched to write frequency and data volume, not just interface.