Pinecone
by Pinecone Systems, Inc.
Serverless vector database for AI search and RAG.
Score
Score
Our verdict
Pinecone is a strong choice for production RAG and semantic search thanks to its serverless architecture, automatic indexing, and mature features like Dedicated Read Nodes. The addition of Pinecone Assistant and Inference (embeddings and rerank) reduces glue work across the stack. Pricing is transparent: Free and a $20 Builder tier cover early projects, while Standard adds RBAC/SSO, DRN, and region choice with metered unit pricing. Enterprise layers on HIPAA-included compliance, CMEK, private networking, and a 99.95% SLA. Downsides: there’s no on‑prem deployment and advanced security/compliance requires higher tiers. If you prefer an open-source path, Weaviate or Qdrant may fit better, but for managed reliability and scale, Pinecone is among the leaders.
Overview
Score breakdown
Overall score
Scores are editorial assessments by the Compare Best AI team on a 0–10 scale.
Expert review
CBAI Editorial Team
Compare Best AI · Editorial Team
## Overview
How we tested
Days tested
7 days
Tasks evaluated
- ·Index dense and sparse vectors and test hybrid search
- ·Stand up a RAG pipeline with Pinecone Assistant
- ·Benchmark read scaling with Dedicated Read Nodes
- ·Evaluate ingestion from object storage and restore from backup
Method
Compared against Weaviate Cloud and Qdrant Cloud using identical inputs
Reviewer
CBAI Editorial Team
Plans & pricing
Free
Testing and prototypes
- Up to 5 indexes
- 2GB storage
- 2M write units/mo
- 1M read units/mo
- 1GB egress/mo
- Actual vector count depends on embedding dimensions
- No region selection; no DRN/SSO
Builder
Small projects and early-stage apps
- 10 indexes
- 10GB storage
- 5M write units/mo
- 2M read units/mo
- Up to 5 projects/users
- Monitoring
- No DRN; no SSO
Standard
Production apps needing scale and SSO
- Minimum $50/mo + usage
- Unit pricing: $4–$4.50/M write units
- Unit pricing: $16–$18/M read units
- Storage: $0.33/GB
- Unlimited storage; Dedicated Read Nodes (DRN)
- RBAC and SAML SSO; HIPAA add-on
- Cloud/region selection
- 3-week trial with $300 credits
Enterprise
Regulated and mission-critical workloads
- Minimum $500/mo + usage
- 99.95% SLA
- Private networking
- Customer-managed encryption keys (CMEK)
- Audit logs
- HIPAA included
- Priority support
BYOC
Large orgs needing cloud-account isolation
- Bring Your Own Cloud deployment
- Custom contract and pricing
Pricing may vary by region. Always verify on the vendor's website.
Feature comparison
| Feature | Pinecone | Weaviate Cloud | Qdrant Cloud |
|---|---|---|---|
| Core | |||
| Fully managed serverless vector DB | |||
| Ecosystem | |||
| Built-in embeddings and rerank service | |||
| RAG | |||
| Assistant API/product for RAG orchestration | |||
| Scaling | |||
| Dedicated read replicas/nodes | |||
| Security | |||
| RBAC + SAML SSO | |||
| Data ops | |||
| Backup and restore | |||
| Platform | |||
| Open-source self-hosted option | |||
Is it right for you?
Good fit for
AI app developers
Fast to stand up a production RAG backend with serverless operations and built-in indexing.
Data/ML engineers
Strong ingestion, automatic indexing, DRN for read scaling, and RBAC/SSO for governance.
Enterprises
HIPAA options, SAML SSO, private networking, CMEK, and 99.95% SLA on Enterprise.
Startups
Free and $20 Builder tiers cover prototyping through early production at predictable cost.
Less suited for
On‑prem requirements
No on‑premise deployment; Pinecone is fully managed or BYOC only.
Heavy OSS customization
Closed-source service; lacks the deep kernel-level customization of self-hosted Milvus/Qdrant.
User reviews
Editorial score
Distribution is estimated from our editorial score. Verified user reviews coming soon.
Use cases
Typical ways teams rely on this tool — from everyday tasks to specialized workflows.
- RAG for LLMs
- Semantic search
- AI agents memory
- Personalization & recommendations
Integrations
Reported connectors
Apps and services commonly connected out of the box or via official connectors.
- LangChain
- LlamaIndex
- Datadog
Privacy & compliance
Security & data practices
Highlights we track from the vendor's documentation. Always confirm current terms, subprocessors, and regional policies on their official site.
- HIPAA (add-on on Standard
- included on Enterprise)
Details
Category
Price
- Free
- Builder $20/mo
- Standard $50/mo minimum + usage
- Enterprise $500/mo minimum + usage
- BYOC custom
Free version
Best for
- RAG backends for LLM apps
- High‑recall semantic and hybrid search
- AI agent memory and context stores
- Personalization and recommendation retrieval
Frequently asked questions
Pinecone
Developer
Ready to get started?
Visit the Pinecone website to explore plans and start your free trial.
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