LLM Evolutionary Search Strategies Should be Compared by Tokens.

arXiv:2610.23977v1 Announce Type: cross Abstract: LLM evolutionary search is currently evaluated by counting proposals (candidate programs). We demonstrate this metric hides the true cost of search, and redo the comparison using tokens. By replaying 600 logged