1. A method for evaluating at least one setting for a database system comprising: providing at least one configuration derivative including the at least one setting, the configuration derivative being uncommitted; running the database system for a period of time and using a committed configuration including a plurality of settings for the database system; and collecting data on performance of the database system based on the at least one configuration derivative during the running of the database system.