mtbe

This paper presents a cost-aware comparison of LLMs versus dedicated embedding models across 37 tasks, finding that the best LLM and embedding model are nearly tied on aggregate performance but LLMs are up to 1,431x more expensive and slower, leading to a recommended division of labor.