Aspects of the disclosure can include computer-implemented methods and systems for comparing computer configuration information. The computer configuration information for a user's computer device can be monitored. Current computer configuration information for the user's computer device can be compared with previous computer configuration information for computer devices of clustered users in order to determine a best previous computer configuration information. The best previous computer configuration can be applied to the user's computer device.