My experience is that the more experienced you are the less benefit you will see from coding asistants. If you are at the beginning of your career and writing a simple for loop requires serious brain power, an AI coding assistant will seriously speed you up. The same goes for task complexity. Mainstream tasks will work better than specialized ones simply due to the lack of adequate training material.