P2P Networks are highly dynamic structures since their nodes – peer users keep joining and leaving continuously. In the paper, we study the effects of network change rates on query routing efficiency. First, lem background is described and abstract system model is defined. The system characteristics and behavior yzed and abstracted with a set of measurable metrics. The paper studies Mute query routing protocol and compares its behavior to previously suggested routing protocols. The chosen routing technique makes use of cached metadata from previous answer messages (analogy to ants laying feromone). The paper also discusses mechanisms for broken path detection and metadata maintenance. Further, simulations in various dynamic network environments are presented and discussed: the degree of network dynamics varies from one node departure and node join per ten queries generated to five node departures and joins per one generated query. Several metrics are used to clarify the protocol beh...