1. A game analysis system for providing a prediction relative to a set of known games, comprising: a feature database storing feature data related to known games; and an analysis tool comprising a processor and computer readable memory storing software instructions, the instructions causing the analysis tool to: analyze user-selected categories of feature data of a set of the known games from the feature database by comparing the user-selected categories of feature data of each game of the set to every other of the set to identify one or more patterns; generate a prediction of a change to one or more of the identified patterns over time based on an analysis of past trends in features and their prevalence in the set of known games; and present a dynamic trend analysis report that includes the prediction, wherein the prediction comprises at least one of a recommended feature, a non-recommended feature, and a recommended genre as a function of the identified clustering of the set of known games.