I think it depends on how you measure the boost. If you are talking about generating a first draft then yes, the boost is there. If you’re talking about completing the project in all well tested and architected aspects, then overall there really isn’t a boost.

6 hours of debugging and docs reading is not equal to 6 hours of prompt fiddling. The return of value beyond the few fixes applied will be almost nil from the fiddling.