Which tool is preferable to test and evaluate the MySQL and MongoDB databases?

Tags:
Database testing
MongoDB
MySQL
I have developed a small case study online application using Hibernate that can communicate with both MySQL and MongoDB database. Now I need to test the performance of both the databases against each other by supplying a large dummy test data to the developed application on various scenarios such as (what is the throughput, scalability, response time of both theses databases when we perform 50% read and 50% write operations on to the database through our application using the test data). Can anyone suggest which tool can be used and also please provide me some resources to learn and use the tool?
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