Use a single producer, single consumer, message size of 1000 bytes. Send 1M messages and increase or decrease so that a given test iteration takes about 2 minutes.
Vary the prefetch size. Measure the msg/sec rate and calculate the data transfer rate in MB/sec.
During the measurements look at the RabbitMQ Admin UI and see if the queue is backing up.