Abstract: Methods for performance evaluation and tuning are provided. In an embodiment, the method includes defining a performance goal for a variable in a scenario, and executing the application using the scenario, after defining the performance goal. The method also includes recording a value of the variable, e.g., during execution of the application, and determining that the value of the variable does not meet the performance goal for the variable. The method includes profiling an execution of the application in the scenario, and determining a non-critical path of the application and a critical path, based on the profiling. The method further includes identifying a bottleneck in the critical path based on the profiling, and tuning the application to address the bottleneck and generate a tuned application, with the non-critical path not being tuned. The method also includes executing the tuned application, and determining whether the tuned application meets the performance goal.