What is fixed-fee in consulting?

Could you please elaborate on the concept of fixed-fee in the context of consulting? How does it differ from other pricing models, such as hourly billing or contingency fees? What are the advantages and potential drawbacks of adopting a fixed-fee approach for consulting services? Additionally, how does a consultant determine an appropriate fixed fee for a given project, and what factors should be considered in making this decision?