Automatic correlation, in which an automatic correlation accelerator tool accesses at least a first and a second recording of a base script that defines operations executed in testing performance of a system. The tool causes the system to execute the first recording of the base script and the second recording of the base script and stores, in electronic storage, dynamic value data that describes dynamic values generated during execution of the first recording of the base script and during execution of the second recording of the base script. The tool automatically, without human intervention, analyzes the stored dynamic value data to identify candidates for correlation within the base script and generates a correlated script based on the identified candidates for correlation and the base script.