Noobs are burning tokens like "make me an app that does this" whereas an experienced engineer would go with certain language, framework and architecture in mind.

In general the weaker the model the more skill you need to drive it (at least if you care about quality).

It is not as self thinking, you need to be more detailed and accurate with the prompts.