A system, method, and computer product for monitoring and benchmarking client devices from a server. A server, data center, and/or cloud computing environment may monitor certain aspects of a remote desktop session. The rendering, capture, and compression of a desktop may be monitored. The time between the sending of frames to a thin client can be monitored, the network bandwidth available can be monitored and the time between sending a frame and receiving a response from the thin client can be monitored. Based on these values, a benchmark for the remote desktop experience can be determined.