4 ms·
Pinecone scales horizontally (which creates overhead, but accomodates more data). A better comparison would be with Meta's FAISS
by itake 8mo ago
Pinecone scales horizontally (which creates overhead, but accomodates more data).
A better comparison would be with Meta's FAISS
- luoxiaojian 8mo agoAuthor here. Good point—OpenSearch (which is based on FAISS) is actually included in the VectorDBBench results, so you can see how it compares there. That said, horizontal scaling for vector search is relatively straightforward; the real challenge is optimizing performance within a given (single-node) hardware budget, which is where we've focused our efforts.