The present disclosure provides a system for a game application host system and game application that can determine the hardware characteristics of a user computing system for use during online matchmaking in a multiplayer game application. The game application can include a hardware analysis module that can evaluate the user computing system to determine the speed and operational characteristics of the hardware. The hardware characteristics can be used for matchmaking by a matchmaking module of the host application system to select hosts and users for a game match. The hardware analysis module that can run tests, such as a data throughput analysis and a processing analysis, to evaluate and rate the user computing system. The ratings can be incorporated into the matchmaking analysis along with other matchmaking characteristics, such as latency, player skill level, geographical location, and other existing matchmaking characteristics, in order to selects users for game matches.