Tokens and credits are becoming a popular way to price AI agents and applications. Why is this? They offer a unique combination of predictability that is important when pricing early stage general purpose technologies or when there are too many use cases for conventional value based pricing. Design of credit or token based pricing requires special attention to balancing the different pricing incentives.