Embodiments for adaptive placement of parity information within Redundant Array of Independent Disks (RAID) stripes in a computer storage environment. A RAID controller periodically collects a physical capacity usage of each of a plurality of storage devices within the RAID. The RAID controller determines a placement of data and the parity information within at least one of the plurality of storage devices according to at least one of a plurality of factors associated with the physical capacity usage. The RAID controller writes the data and the parity information to the at least one of the plurality of storage devices according to the determined placement.