1. A computer-implemented method for managing distributed computing statistics, comprising: providing, by one or more computer systems, one or more computing services to one or more clients; monitoring resource operations associated with the provided one or more computing services; storing operational data associated with the monitored resource operations; calculating a plurality of percentiles based at least in part on a distribution of the stored operational data, the plurality of percentiles representing operational data associated with a percentage of the one or more clients; determining a percentile of the plurality of percentiles to be provided based at least in part on anomalous data detected between the percentile and other percentiles of the plurality of percentiles; generating a percentile graph for the determined percentile; and providing, to at least a first client of the one or more clients, a user interface for animating the generated percentile graph with other percentile graphs generated based at least in part on the other percentiles of the plurality of percentiles.