The tool is designed to evaluate the maximum throughput of a cluster and compare the put latency of different broker, producer, and consumer configurations. To run a test, you basically specify the different parameters that should be tested and the tool will iterate through all different combinations of the parameters, producing a graph similar to the one below.
https://github.com/aws-samples/performance-testing-framework-for-apache-kafka/