An economic engine generates accurate cost estimates for adapting a test script for use against an evolving application. Applications often have complex graphical user interfaces for which the permutations and combinations of GUI elements give rise to an enormous field of potential commands and command sequences to be tested. Furthermore, these applications change over time, rendering prior test scripts unworkable. The economic engine generates cost reports that reliably estimate the resources and time needed to produce new test scripts and test subsequent application versions, while greatly reducing the time, cost, and resource expenditures needed to arrive at subsequent application versions.