A method and system for joining a Wi-Fi network with a mobile device based on historical device behavior includes detecting, using a mobile device, a new Wi-Fi network connection is available for connection by the mobile device. The method and system includes determining that the new connection meets a first connection threshold based on first connection factors. The method and system further includes analyzing historical data regarding acceptance of Wi-Fi network connections for the device. The analysis of the historical data is used to determine a pattern for accepting a connection. The method and system includes determining when to accept the new Wi-Fi network connection based on the new connection meeting the first connection threshold based on the first connection factors, and the second connection threshold based on the historical data.