15:50
2026-08-09
dev.to
large-language-models
Best-of-N is prepaid retries: the cost math of racing parallel attempts
A developer's analysis of best-of-N sampling for LLM agents shows that firing N parallel attempts costs 2.9x the tokens of sequential retry for the same success rate, because best-of-N pays for all at…