Disclosed aspects relate to access point selection. A set of beacon frame transmission data for a set of access points may be collected by a computing device. The computing device may use the set of beacon frame transmission data for the set of access points to determine to establish a connection utilizing a first access point of the set of access points. The computing device may establish the connection utilizing the first access point.