Leonardo baud rate for USB CDC

When you open the serial monitor, and are monitoring the USB(CDC) connection, does the baud rate pulldown have any effect?

Theoretically yes, but it doesn't change any relevant parameter, it just sets some values in the driver on the PC. The counterpart on the Leonardo doesn't react on it.