Regional storage stores data in a specific regional location, instead of having redundancy distributed over different geo-locations. It is cheaper as compared to Multi regional storage and ensures 99.9% availability SLA*.
Regional storage is better suited for storing data in the same regional location of your server instances that use that data. It gives you better performance and in addition, it can reduce network charges.