Best Milvus Alternatives in 2026

Looking for a free or open-source alternative to Milvus? We compared the top developer-tools tools to help you find the right fit. Milvus is a high-performance vector database designed for scalable ANN search. It supports distributed deployment, multiple index types, and hybrid search, making it ideal for AI applications like RAG, image search, and LLM memory.