Who each engine recommends
Position of every brand named in the latest run.
| Brand | ChatGPT | Perplexity | AI Mode | Mention rate |
|---|---|---|---|---|
| Zilliz Cloud | #4 | #1 | #4 | |
| PostgreSQL | #6 | #5 | #6 | |
| PineconeTop pick | #1 | — | #1 | |
| Qdrant | #2 | — | #2 | |
| Weaviate | #3 | — | #3 | |
| Supabase | #5 | — | #7 | |
| Elasticsearch | — | #2 | — | |
| Cloudflare Vectorize | — | #3 | — | |
| Actian VectorAI DB | — | #4 | — | |
| DataStax Astra DB | — | — | #5 | |
| AWS | — | — | #8 | |
| MongoDB Atlas | — | — | #9 | |
| Chroma | — | — | #10 | |
| LanceDB | — | — | #11 |
Responses
What each engine answered, and how the shortlist moved.
You can sign up for a vector database through several cloud providers. Most offer free plans or trial credits, so you can start experimenting without paying. Here are five good options: Best vector databases to sign up for Pinecone (Great for beginners) Fully managed cloud vector database. Good for AI applications, RAG, and semantic search. Free plan available.
- Pinecone — Sign up for Pinecone.
- Qdrant — Sign up for Qdrant Cloud.
- Weaviate — Sign up for Weaviate.
- Zilliz Cloud — Sign up for Zilliz Cloud.
- Supabase — Sign up for Supabase.
- PostgreSQL
You can sign up for a hosted vector database through several providers:
- Zilliz Cloud — Zilliz Cloud — Managed Milvus with a free cluster, no payment information required.
- Elasticsearch — Elastic Cloud Serverless — Create an Elasticsearch Vector Database project with a free 14-day trial.
- Cloudflare Vectorize — Cloudflare Vectorize — Globally distributed vector storage with a free starting tier.
- Actian VectorAI DB — Actian VectorAI DB — Free Community Edition for up to 5,000 embeddings, plus a 30-day full-featured trial.
- PostgreSQL — For the simplest general-purpose option, Zilliz Cloud is a strong starting point; for a PostgreSQL-based stack, consider a managed pgvector host.
Where you should sign up for a vector database depends on whether you want a fully managed cloud service (easiest to set up, scales automatically) or an open-source/embedded option you run yourself.[](https://mastra.ai/articles/best-vector-database-providers) The top dedicated vector database providers and managed platforms offer easy developer sign-ups:
- Pinecone — Pinecone : Known for being completely serverless and exceptionally easy to start with.
- Qdrant — Qdrant Cloud : Built in Rust, highly performant, and great at complex metadata filtering.
- Weaviate — Weaviate Cloud : Highly configurable with great hybrid-search capabilities.
- Zilliz Cloud — Zilliz Cloud (Milvus) : The managed cloud service for Milvus , which is built for massive, billion-scale enterprise vector data.[](https://pecollective.com/tools/best-vector-databases/).
- DataStax Astra DB — DataStax Astra DB : Built on Apache Cassandra, good if you want a serverless NoSQL + vector database combined in one.
- PostgreSQL — PostgreSQL (pgvector) : If you already run Postgres (via Supabase, Neon , or AWS RDS), you can just enable the pgvector extension instead of signing up for a brand new standalone service.
- Supabase — PostgreSQL (pgvector) : If you already run Postgres (via Supabase, Neon , or AWS RDS), you can just enable the pgvector extension instead of signing up for a brand new standalone service.
- AWS — PostgreSQL (pgvector) : If you already run Postgres (via Supabase, Neon , or AWS RDS), you can just enable the pgvector extension instead of signing up for a brand new standalone service.
- MongoDB Atlas — MongoDB Atlas : If your app already relies on MongoDB, Atlas has built-in vector search capabilities.
- Chroma — Chroma / LanceDB : If you are just local-protyping or running an in-memory/embedded AI agent, you can pip-install these locally for free without signing up for any cloud platform.[](https://pecollective.com/tools/best-…
- LanceDB — Chroma / LanceDB : If you are just local-protyping or running an in-memory/embedded AI agent, you can pip-install these locally for free without signing up for any cloud platform.[](https://pecollective.com/tools/best-…
Citations
Sources the engines cited for this prompt.
| Source | Type | Citations | Cited by |
|---|---|---|---|
| github.com | Web | 3 | Perplexity |
| zilliz.com | Brand site · Zilliz Cloud | 2 | ChatGPT, Perplexity |
| actian.com | Brand site · Actian VectorAI DB | 1 | Perplexity |
| cloudflare.com | Web | 1 | Perplexity |
| elastic.co | Brand site · Elasticsearch | 1 | Perplexity |
| gitbook.io | Web | 1 | Perplexity |
| huggingface.co | Web | 1 | Perplexity |
| mastra.ai | Web | 1 | Google AI Mode |
| pecollective.com | Web | 1 | Google AI Mode |
| pinecone.io | Brand site · Pinecone | 1 | ChatGPT |
| qdrant.tech | Brand site · Qdrant | 1 | ChatGPT |
| supabase.com | Brand site · Supabase | 1 | ChatGPT |
| weaviate.io | Brand site · Weaviate | 1 | ChatGPT |
| xcloud.host | Web | 1 | Perplexity |