One or more metrics indicative of velocity attributes associated with development and deployment of an application program are obtained. The one or more velocity metrics are stored in an application run-time environment in association with the application program and one or more data sets output by the application program. A valuation is computed for the one or more data sets based on the one or more velocity metrics.