Embodiments of systems and methods are described for dynamically tagging metrics data by a provider of computing resources. In some implementations, a requesting user or application can request the provider of computing resources to tag the metrics based on configurations and/or settings specified by the requesting user or application. The tagged metrics data can then be processed by a processing user or application at a later time.