Apparatus, systems and methods for isolation of traffic composition in performance metrics are disclosed. A change in a performance metric of a content provisioning system is determined. The change in the performance metric is compared to a weighted change expected from the content provisioning system if traffic was not a factor. A traffic independent change is determined from the weighted change. A traffic related change is determined.