We conducted a benchmark to evaluate the precision, throughput (QPS), insert speed, build speed, and cost-effectiveness of Pinecone, Qdrant, MyScale, Weaviate, and Zilliz (Milvus). This information will be valuable for those seeking to choose a vector database for production purposes. The results can be found at https://myscale.github.io/benchmark/.