How to perform a performance benchmark testing of Google Dataproc, AWS-EMR and Azure HDInsights?

I need to compare the performance of Azure HDInsights, AWS-EMR, and Google Dataprocs. Is there a way to do so or is there a third-party organization that has already done this?