We Benchmarked 7 Embedding Models for Production RAG. The Results Surprised Us.

We benchmarked 7 embedding models on a production RAG dataset with 50K documents. OpenAI ada-002 wasn't the winner. BGE-large-en scored 4% higher on retrieval accuracy, runs self-hosted for free, and