Aspects of the present disclosure are directed to methods, systems, and non-transitory computer readable mediums for selective visualization and performance characterization of one or more transactions/messages or subsets of transaction/message of a System-on-Chip (SoC) and/or Network-on-Chip (NoC), with respect to latency, throughput, packet size, data size, hop-to-hop latency breakdown, load of one or more channels, power states of one or more elements of the NoC system, transaction data, among other like performance attributes.