How Do You Judge Whether a Trading Tool Actually Improves Decisions?

New indicators, scanners and analytical tools can make trading feel more sophisticated without necessarily improving results. How do you test whether a tool adds genuine value? Would you compare decision quality, execution consistency or measurable strategy performance before deciding to keep it?