Methods, systems, and computer readable media for monitoring latency and/or time-based data locations of multicast communications are disclosed. One exemplary method includes monitoring sequence numbers of multicast messages at a plurality of physical network locations, reporting when a sequence number value for the multicast messages reaches a predetermined value, and receiving the reports and using the reports to generate an indication of relative latencies and/or time-based data locations across the physical network locations.