Monitoring systems for monitoring electronic card handling devices are disclosed. A monitoring system includes a monitoring server configured to receive card handling performance data from a number of electronic card handling devices. The monitoring server is further configured to associate received performance data with a corresponding electronic card handling device. The monitoring server is further configured to receive user input, and in response to the user input, identify a plurality of electronic card handling devices of the number of electronic card handling devices. The monitoring server is further configured to display a graphical user interface including at least one graphical representation of the performance data associated with the identified electronic card handling devices. Other related systems and methods are also disclosed.