A system and method for optimizing and implementing a metrology sampling plan. A system is provided that includes a system for collecting historical metrology data from a metrology tool; and a reduction analysis system that compares an initial capability calculated from the historical metrology data with a recalculated capability for a reduced data set, wherein the reduced data set is obtained by removing a subset of data from the historical metrology data.