How extreme is the difference in using vs not using quality prompts?

I started kind of tinkering with Ai and it all is super fascinating, particularly interesting to me is prompt structure. So I would like to ask is formatting your prompt (persona, few shot negative, whatever else) gives you much better results than without? I want to know it to determine for myself balance between effort dedicated to quality prompt vs quality of output given through that prompt