1. A method comprising: monitoring pods of a computing environment, each pod including a number of pod resources; collecting performance data associated with the pod resources; calculating average values of the performance data; calculating smooth average values of the performance data; calculating residual capacity values based in part on the average values and the smooth average values at coincident times over a given time period; providing capacity estimates for each pod over the given time period based in part on an average of the smooth average values and a probabilistic determination using the residual capacity values; and storing the capacity estimates in computer readable storage.