Pinecone vs Weaviate
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Pinecone offers more features (54 vs 37) and more integrations (11 vs 6). Starting price: Pinecone at $50/mo vs Weaviate at $45/mo. Pinecone has 51 unique features while Weaviate has 34 unique features, with 3 features in common.
| Pinecone | Weaviate | |
|---|---|---|
| Category | Database | Database |
| Total Features | 54 | 37 |
| AI-Powered Features | 13 | 11 |
| Starting Price | $50/mo | $45/mo |
| Pricing Tiers | 4 | 4 |
| Integrations | 11 | 6 |
| Shared Features | 3 | |
| Shared Integrations | 1 | |
| Data Quality | 95% | 80% |
Feature Comparison by Category
AI (0 vs 5)
| Feature | Pinecone | Weaviate |
|---|---|---|
| Agentic AI | ||
| Database Agents | ||
| Query Agent | ||
| Retrieval Augmented Generation (RAG) | ||
| Weaviate Embeddings |
AI Applications (1 vs 0)
| Feature | Pinecone | Weaviate |
|---|---|---|
| Pinecone Assistant |
AI Models (2 vs 0)
| Feature | Pinecone | Weaviate |
|---|---|---|
| Hosted Embedding Models | ||
| Pinecone Inference |
API (2 vs 0)
| Feature | Pinecone | Weaviate |
|---|---|---|
| API Access | ||
| Admin APIs |
Access Control (3 vs 0)
| Feature | Pinecone | Weaviate |
|---|---|---|
| API Key RBAC | ||
| Service Accounts | ||
| User RBAC |
Authentication (1 vs 0)
| Feature | Pinecone | Weaviate |
|---|---|---|
| SAML SSO |
Compliance (4 vs 2)
| Feature | Pinecone | Weaviate |
|---|---|---|
| GDPR Compliance | ||
| HIPAA Compliance | ||
| ISO 27001 Compliance | ||
| SOC 2 Compliance |
Core Database (1 vs 0)
| Feature | Pinecone | Weaviate |
|---|---|---|
| Vector Database |
Data Management (3 vs 1)
| Feature | Pinecone | Weaviate |
|---|---|---|
| Backup Retention | ||
| Backup and Restore | ||
| Import from Object Storage | ||
| Namespaces |
Database (0 vs 1)
| Feature | Pinecone | Weaviate |
|---|---|---|
| Flexible Index Types |
Developer Experience (1 vs 0)
| Feature | Pinecone | Weaviate |
|---|---|---|
| Rapid Setup |
Developer Tools (0 vs 4)
| Feature | Pinecone | Weaviate |
|---|---|---|
| GraphQL API | ||
| Multi-Language SDKs | ||
| Pricing Calculator | ||
| REST API |
Education (0 vs 1)
| Feature | Pinecone | Weaviate |
|---|---|---|
| Training and Enablement |
Embedding Models (3 vs 0)
| Feature | Pinecone | Weaviate |
|---|---|---|
| llama-text-embed-v2 | ||
| multilingual-e5-large | ||
| pinecone-sparse-english-v0 |
Infrastructure (3 vs 4)
| Feature | Pinecone | Weaviate |
|---|---|---|
| Billion-scale Architecture | ||
| Bring Your Own Cloud (BYOC) | ||
| Global Cloud Deployment | ||
| High Availability and Replication | ||
| Multi-tenancy | ||
| Serverless Architecture | ||
| Serverless Scaling |
Integration (1 vs 1)
| Feature | Pinecone | Weaviate |
|---|---|---|
| Cloud Provider Integration | ||
| Seamless Model Integration |
Management (1 vs 0)
| Feature | Pinecone | Weaviate |
|---|---|---|
| Console Dashboard |
Monitoring (4 vs 1)
| Feature | Pinecone | Weaviate |
|---|---|---|
| Audit Logs | ||
| Datadog Integration | ||
| Index Metrics | ||
| Metrics Endpoint | ||
| Prometheus Metrics |
Organization (2 vs 0)
| Feature | Pinecone | Weaviate |
|---|---|---|
| Multiple Projects | ||
| Multiple Users |
Performance (1 vs 1)
| Feature | Pinecone | Weaviate |
|---|---|---|
| Dedicated Read Nodes | ||
| Vector Compression |
Pricing (1 vs 0)
| Feature | Pinecone | Weaviate |
|---|---|---|
| Committed Use Contracts |
Reliability (2 vs 0)
| Feature | Pinecone | Weaviate |
|---|---|---|
| Rock-solid Reliability | ||
| Uptime SLA |
Reranking Models (3 vs 0)
| Feature | Pinecone | Weaviate |
|---|---|---|
| bge-reranker-v2-m3 | ||
| cohere-rerank-v3.5 | ||
| pinecone-rerank-v0 |
SDK (1 vs 0)
| Feature | Pinecone | Weaviate |
|---|---|---|
| Python SDK |
Search (0 vs 5)
| Feature | Pinecone | Weaviate |
|---|---|---|
| AI-Powered Search | ||
| Hybrid Search | ||
| Hybrid Search with Dynamic Index | ||
| Semantic Search | ||
| Vector Search |
Search Relevance (7 vs 0)
| Feature | Pinecone | Weaviate |
|---|---|---|
| Cascading Retrieval | ||
| Full-text Search | ||
| Hybrid Search | ||
| Metadata Filters | ||
| Optimized Recall | ||
| Real-time Indexing | ||
| Rerankers |
Security (5 vs 5)
| Feature | Pinecone | Weaviate |
|---|---|---|
| Bring Your Own IdP | ||
| Customer Managed Encryption Keys | ||
| Encrypted Volumes with Customer Keys | ||
| Encryption at Rest | ||
| Encryption in Transit | ||
| Hierarchical Encryption Keys | ||
| Private Networking | ||
| PrivateLink (AWS) | ||
| Role-Based Access Control (RBAC) | ||
| SSO/SAML |
Support (2 vs 6)
| Feature | Pinecone | Weaviate |
|---|---|---|
| Community Slack | ||
| Community Support via Discord | ||
| Email Support | ||
| Phone Support | ||
| Pro Support | ||
| Slack Support | ||
| Technical Account Team | ||
| Weaviate Forum |
Unique Features
Only in Pinecone (51)
API Key RBAC
Service Accounts
User RBAC
Pinecone Assistant
Hosted Embedding Models
Pinecone Inference
Admin APIs
API Access
SAML SSO
GDPR Compliance
ISO 27001 Compliance
Vector Database
Backup and Restore
Import from Object Storage
Namespaces
Rapid Setup
llama-text-embed-v2
multilingual-e5-large
pinecone-sparse-english-v0
Bring Your Own Cloud (BYOC)
+ 31 more unique features
Only in Weaviate (34)
Agentic AI
Database Agents
Query Agent
Retrieval Augmented Generation (RAG)
Weaviate Embeddings
Backup Retention
Flexible Index Types
GraphQL API
Multi-Language SDKs
Pricing Calculator
REST API
Training and Enablement
Billion-scale Architecture
Global Cloud Deployment
High Availability and Replication
Multi-tenancy
Seamless Model Integration
Metrics Endpoint
Vector Compression
AI-Powered Search
+ 14 more unique features
Want to build your own alternative to Pinecone or Weaviate?
Analyze it with Reap