That said, basic police work can still generally track the origin of a drone back to when it was built/sold. Every electronic component has a date code, and there are records of sales all along the way. That can tie it to a location/purchase, in store surviellance can often provide images of buyers, (mail/internet order is even easier) and get back to who had the drone to begin with.
At the end of the day, the higher the tech 'toys' used in a crime the easier it is for law enforcement to figure out who did it.