Compare Supabase (pgvector) with alternatives
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Comparing Supabase (pgvector), Pinecone, Qdrant
| Attribute | Supabase (pgvector) | Pinecone | Qdrant |
|---|---|---|---|
| What it is | Supabase is hosted Postgres; with the pgvector extension it stores embeddings next to your app data. That lets you do RAG with ordinary SQL and Postgres row-level security. | Pinecone is a fully managed vector database. It handles infrastructure for you and offers namespaces for per-tenant data and dense+sparse hybrid search. | Qdrant is an open-source vector database written in Rust. You can self-host it or use Qdrant Cloud, and it supports hybrid and multi-stage queries. |
| Category | Database | Database | Database |
| Type | Hosted service | Hosted service | Hosted service |
| Best ranks |
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| Pricing | FreemiumFree (500 MB DB); Pro from $25/month (8 GB disk).As of | FreemiumStarter free; Builder $20/month flat; Standard $50/month minimum, pay as you go.As of | FreemiumFree tier forever (single node, 1GB RAM / 4GB disk); Standard tier is usage-based; hybrid and private cloud options.As of |
| License | Proprietary platformChecked | License not yet reviewed | Open source (Apache-2.0)Checked |
| Layers | Knowledge | Knowledge | Knowledge |
| Last verified |