The performance over time shows the sent messages over time.  You can filter through the date and are able to view by day, week, or month.  Also you can view the Delivery rates over time, which show the messages that have been delivered, failed, rejected, and how many have opted out.  With the performance over time, you can also access the Keyword Sign-up Analysis, and the Campaign Analysis.