The article introduces Comet's new features and pricing model aimed at enhancing the management and optimization of the machine learning lifecycle for businesses of all sizes. As companies grow and face challenges in managing multiple users and workspaces, Comet has launched updates such as an Admin Dashboard, which improves organizational management by offering separate tabs for Workspaces, Users, Service Accounts, and Billing. The introduction of "Organizations" allows users to manage and navigate between multiple workspaces and organizations more effectively, promoting better collaboration and communication. Alongside these features, Comet has also unveiled a new pricing structure, charging based on experiment hours, with a commitment to customer satisfaction by allowing existing plans to remain unchanged. These updates aim to streamline operations and foster innovation within the machine learning community.