1. A system for billing usage of a card handling device, the system comprising: a shuffler 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, the computing device configured to transmit usage information including card handling usage parameters of the card handling device 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 that are associated with physical usage of the shuffler during play of a game.