The present disclosure is directed towards systems and methods of managing cloud-based services via a network. A controller intermediary to clients and servers of a cloud environment can receive account information related to each of a plurality of instances of one or more services provided by the servers of the cloud environment. The controller can determine a weight for each of the instances based on the account information. The weight can indicate a performance of the instance of the service provided via the cloud environment. The controller can select an instance of the plurality of instances to direct network traffic from a client. The controller can select the instance based on the weight for each of the instances.