Comment by _diyar

Regarding effectiveness, LLMs are in a class of their own wrt. their capabilities for general language processing and basic few-shot reasoning.

This also invalidates the "efficiency" question, since the cost of doing those tasks without LLMs is infinity (i.e. you can pay as much as you want, a dolphin is never going to replace the LLM).