1. A system for billing usage of a card handling device, the system comprising: a shuffler device configured to physically shuffle an input set of cards to deliver an output set of cards; and a computing device operably coupled with the shuffler device, the computing device configured to determine usage information including card handling usage parameters of the card handling device during operation of the shuffler device, and transmit the card handling usage information through a communication network to a remote computing device configured to generate a usage fee based, at least in part, on the card handling usage parameters, wherein the card handling usage parameters include information about operational acts performed by the shuffler device that are associated with physical usage of the shuffler device during play of a game.