Methods and systems for monitoring the performance of an access network utilizing mobile network equipment are provided. In some aspects, a network performance monitoring unit is installed within a vessel receiving network service from a network service provider. The network performance monitoring unit measures various aspects of network performance experienced by the vessel as it moves and provides the information to an aggregation facility. The aggregation facility aggregates the network performance data collected from a plurality of vessels and organizes the information based on one or more network service areas associated with the plurality of vessels. By aggregating the vessel specific performance data for vessels associated with a particular network service area, insight into network performance particular to a network service area is improved.