# Pinecone vs Qdrant — Fit & Features

Canonical: https://trutool.co/compare/pinecone-vs-qdrant
Author: Snehil (https://trutool.co/authors/snehil)

Compare Pinecone and Qdrant by use case, features, limitations, and evaluation questions.

## Compare fit, features, and limitations

### Pinecone
Manage vector retrieval infrastructure for AI applications.
Best fit: Developers building grounded assistants with persistent context and retrieval.
- Vector database
- Semantic search
- Retrieval APIs
Before you choose: Test retrieval quality, deletion behavior, access boundaries, and retention. Compare hosting and embedding costs for your data.
Pricing: https://www.pinecone.io
- [Read Pinecone profile](https://trutool.co/tools/pinecone): Read Pinecone profile

### Qdrant
Build vector search and retrieval systems with an open-source vector database.
Best fit: Developers building grounded assistants with persistent context and retrieval.
- Vector search
- Metadata filtering
- Embedding storage
Before you choose: Test retrieval quality, deletion behavior, access boundaries, and retention. Compare hosting and embedding costs for your data.
Pricing: https://qdrant.tech
- [Read Qdrant profile](https://trutool.co/tools/qdrant): Read Qdrant profile