A query processing system operates by determining a query pricing scheme; receiving a query request from a requesting entity that indicates access to a subset of a plurality of records in a database system; generating query cost data based on the subset of the plurality of records by utilizing the query pricing scheme; and transmitting the query cost data to the requesting entity.