The Embedder's Dilemma: LLMs Are Better, but at What Cost?

Adnan El Assadi, Niklas Muennighoff, Jinhyuk Lee

Should you replace your text-embedding pipeline with a large language model? We answer this with a controlled, cost-aware comparison of ten LLMs across six families and 26 embeddin…