The speed. Hands down. QPS and the throughput is just the best in the industry. Easiest to get started with. Good support for parallel processing and batching. Review collected by and hosted on G2.com.
Nothing, just could release more complex document related retrieval systems. Review collected by and hosted on G2.com.
Easy of use and metadata filtering. Pinecone is one of the few products out there that is performant with a query that contains metadata filtering. Review collected by and hosted on G2.com.
The pricing doesn't scale well for companies with millions of vectors, especially for p indexes. We experimented with pgvector to move our vectors in a postgres but the metadata filtering performance was not acceptable with the current indexes it supports. Review collected by and hosted on G2.com.
- Good documentation and usage examples
- Easy-to-use Python SDK
- Production-ready with low latency at our scale (10-20M vectors)
- Good integration with the AI/LLM ecosystem Review collected by and hosted on G2.com.
- did not find an easy way to export all vectors that we needed for data science/cleaning
- will get expensive when hosting 100s of millions of vectors Review collected by and hosted on G2.com.
Quick to signup and implement and use it as daily basis. Performance is stable and very good. Review collected by and hosted on G2.com.
I don't have anything bad about Pinecone. Review collected by and hosted on G2.com.
Easy to use
Good documentation
Easy to implement Review collected by and hosted on G2.com.
Couldn't delete an entire vector within a namespace Review collected by and hosted on G2.com.
You can deploy pinecone very fast without caring about the backend things like docker,storage etc. with an account you can directly building your app with the offical API and python code. Review collected by and hosted on G2.com.
the price is relatively high comparing to some opensourced alternative. Review collected by and hosted on G2.com.
Ease of deployment! It takes just a few minutes to get an index set up and deployed. Review collected by and hosted on G2.com.
The web-based API console could be improved, for example for experiments with metric (cosine vs dotproduct vs euclidean). Review collected by and hosted on G2.com.
It is a fast and efficient vector database. Review collected by and hosted on G2.com.
The web-interface leaves many features to be desired.
It is quite a bit on the pricier side. Review collected by and hosted on G2.com.
It's very reliable, easy to set up and has both SOC 2 and HIPAA compliance. Review collected by and hosted on G2.com.
No way to see the list of all the IDs in your collection. Review collected by and hosted on G2.com.
- Its retrieval process is good compared to other vector DB
- We can visualize it in UI Review collected by and hosted on G2.com.
It could have been open source which can make it easily usable with high demand. Review collected by and hosted on G2.com.
Averages based on real user reviews.
2 months
12 months
6%
