Big Data Testing

I am learning big data frameworks. Now I wanted to do performance testing for an application that I developed using big data technology.I googled and after a much of search found some frameworks such as Apica, Tricentis, Querysurge. I know definitely there will be many other frameworks. How to compare these frameworks ? Any link to various testing tools and its comparison will be helpful. I wanted to know a good tool for testing