MongoDB Atlas vs Weaviate
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
MongoDB Atlas offers more features (42 vs 37) and more integrations (28 vs 6). Starting price: MongoDB Atlas at $57/mo vs Weaviate at $45/mo. MongoDB Atlas has 41 unique features while Weaviate has 36 unique features, with 1 features in common.
| MongoDB Atlas | Weaviate | |
|---|---|---|
| Category | Database | Database |
| Total Features | 42 | 37 |
| AI-Powered Features | 2 | 11 |
| Starting Price | $57/mo | $45/mo |
| Pricing Tiers | 7 | 4 |
| Integrations | 28 | 6 |
| Shared Features | 1 | |
| Shared Integrations | 0 | |
| Data Quality | 71% | 80% |
Feature Comparison by Category
AI (0 vs 5)
| Feature | MongoDB Atlas | Weaviate |
|---|---|---|
| Agentic AI | ||
| Database Agents | ||
| Query Agent | ||
| Retrieval Augmented Generation (RAG) | ||
| Weaviate Embeddings |
Analytics (1 vs 0)
| Feature | MongoDB Atlas | Weaviate |
|---|---|---|
| Aggregation Pipeline |
Authentication (2 vs 0)
| Feature | MongoDB Atlas | Weaviate |
|---|---|---|
| LDAP/Active Directory | ||
| SAML/OAuth |
Automation (1 vs 0)
| Feature | MongoDB Atlas | Weaviate |
|---|---|---|
| Triggers |
Billing (1 vs 0)
| Feature | MongoDB Atlas | Weaviate |
|---|---|---|
| Cost Analysis |
Compliance (2 vs 2)
| Feature | MongoDB Atlas | Weaviate |
|---|---|---|
| Audit Logging | ||
| Backup Compliance | ||
| HIPAA Compliance | ||
| SOC 2 Compliance |
Data Management (4 vs 1)
| Feature | MongoDB Atlas | Weaviate |
|---|---|---|
| Automated Backups | ||
| Backup Retention | ||
| Data Federation | ||
| Point-in-Time Restore | ||
| Transactions Support |
Data Quality (1 vs 0)
| Feature | MongoDB Atlas | Weaviate |
|---|---|---|
| Schema Validation |
Data Types (2 vs 0)
| Feature | MongoDB Atlas | Weaviate |
|---|---|---|
| Geospatial Queries | ||
| Time Series Collections |
Database (0 vs 1)
| Feature | MongoDB Atlas | Weaviate |
|---|---|---|
| Flexible Index Types |
Developer Tools (0 vs 4)
| Feature | MongoDB Atlas | Weaviate |
|---|---|---|
| GraphQL API | ||
| Multi-Language SDKs | ||
| Pricing Calculator | ||
| REST API |
Education (0 vs 1)
| Feature | MongoDB Atlas | Weaviate |
|---|---|---|
| Training and Enablement |
Infrastructure (1 vs 4)
| Feature | MongoDB Atlas | Weaviate |
|---|---|---|
| Billion-scale Architecture | ||
| Global Cloud Deployment | ||
| High Availability and Replication | ||
| Multi-Cloud Deployment | ||
| Multi-tenancy |
Integration (2 vs 1)
| Feature | MongoDB Atlas | Weaviate |
|---|---|---|
| API Access | ||
| GraphQL API | ||
| Seamless Model Integration |
Migration (1 vs 0)
| Feature | MongoDB Atlas | Weaviate |
|---|---|---|
| Live Migration |
Monitoring (3 vs 1)
| Feature | MongoDB Atlas | Weaviate |
|---|---|---|
| Atlas Alerts | ||
| Database Metrics Export | ||
| Metrics Endpoint | ||
| Real-Time Performance Monitoring |
Networking (2 vs 0)
| Feature | MongoDB Atlas | Weaviate |
|---|---|---|
| Private Endpoints | ||
| VPC Peering |
Performance (6 vs 1)
| Feature | MongoDB Atlas | Weaviate |
|---|---|---|
| Auto-Scaling | ||
| Bulk Write Operations | ||
| Compound Indexes | ||
| Connection Pooling | ||
| Performance Advisor | ||
| Vector Compression | ||
| Wildcard Indexes |
Querying (1 vs 0)
| Feature | MongoDB Atlas | Weaviate |
|---|---|---|
| Flexible Querying |
Real-Time (1 vs 0)
| Feature | MongoDB Atlas | Weaviate |
|---|---|---|
| Change Streams |
Scalability (3 vs 0)
| Feature | MongoDB Atlas | Weaviate |
|---|---|---|
| Global Clusters | ||
| Read Replicas | ||
| Sharding |
Search (3 vs 5)
| Feature | MongoDB Atlas | Weaviate |
|---|---|---|
| AI-Powered Search | ||
| Atlas Search with AI | ||
| Full-Text Search | ||
| Hybrid Search | ||
| Hybrid Search with Dynamic Index | ||
| Semantic Search | ||
| Text Search Indexing | ||
| Vector Search |
Security (4 vs 5)
| Feature | MongoDB Atlas | Weaviate |
|---|---|---|
| Bring Your Own IdP | ||
| Database Access Controls | ||
| Encrypted Volumes with Customer Keys | ||
| Encryption at Rest | ||
| Encryption in Transit | ||
| IP Whitelist | ||
| PrivateLink (AWS) | ||
| Role-Based Access Control (RBAC) | ||
| SSO/SAML |
Support (0 vs 6)
| Feature | MongoDB Atlas | Weaviate |
|---|---|---|
| Community Slack | ||
| Email Support | ||
| Phone Support | ||
| Slack Support | ||
| Technical Account Team | ||
| Weaviate Forum |
Synchronization (1 vs 0)
| Feature | MongoDB Atlas | Weaviate |
|---|---|---|
| Data Sync (Realm) |
Unique Features
Only in MongoDB Atlas (41)
Aggregation Pipeline
LDAP/Active Directory
SAML/OAuth
Triggers
Cost Analysis
Audit Logging
Backup Compliance
Automated Backups
Data Federation
Point-in-Time Restore
Transactions Support
Schema Validation
Geospatial Queries
Time Series Collections
Multi-Cloud Deployment
API Access
Live Migration
Atlas Alerts
Database Metrics Export
Real-Time Performance Monitoring
+ 21 more unique features
Only in Weaviate (36)
Agentic AI
Database Agents
Query Agent
Retrieval Augmented Generation (RAG)
Weaviate Embeddings
HIPAA Compliance
SOC 2 Compliance
Backup Retention
Flexible Index Types
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
+ 16 more unique features
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