1. A computer-implemented method for forecasting an available capacity for processing a workload in a networked computing environment, comprising: receiving and storing, in a computer data structure, capacity data corresponding to a set of peer systems in the networked computing environment; categorizing the workload into a category based on an application type of the workload; accessing historical data related to workload handling for each of the set of peer systems; forecasting the available capacity of the set of peer systems to process the workload based on the capacity data, the category, and the historical data; determining a consistency factor for each of the set of peer systems to prioritize the set of peer systems for processing the workload based on the historical data; and prioritizing the set of peer systems for processing the workload based on the capacity data, the category, and the consistency factor.