Methods, systems, and computer program products for implementing a stability measurement are provided. A computer-implemented method for measuring stability may include creating a destabilized data source for a data source, wherein errors are injected into the destabilized data source; sending test queries to the destabilized data source and the data source; and comparing results of the test queries in order to calculate a stability measurement.