Abstract: One or more games may be developed and then provided to a group of consumers prior to those games becoming publicly available. After the users play the games for a predetermined amount of time, user feedback may be solicited and received. A game score for each game may be generated based on the user feedback and the game score may be utilized to determine whether the games should be modified prior to being publicly released to consumers. Based at least in part on historical data for other games, such as game scores and past sales performance for games that were previously released, the sales performance for the games that have yet to be released may be predicted. Such predictions may be generated based at least in part on one or more predictive models and/or regression analysis.