The size of the CO2 cartridge depends on the volume of air needed to inflate your specific bike tires. Smaller cartridges are typically sufficient for road bikes, while larger ones may be required for mountain bikes or fat bikes with wider tires. It's recommended to consult your bike manufacturer's guidelines or seek advice from a local bike shop to determine the appropriate cartridge size for your tires.