Yes, if you have the Data Insights premium feature, there are two reports in the dropdown that show reward related data.
Rewards Purchased - shows a graph and list of all rewards purchased per round.
Reward Processed - shows a graph and list of all rewards processed per round. This includes fulfilled, cancelled and refunded purchases.
TIP: Use the CSV export feature to download the raw data into a spreadsheet.