Lightdash vs Metabase
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Lightdash offers fewer features (33 vs 47) and fewer integrations (17 vs 30). Starting price: Lightdash at $2400/mo vs Metabase at $50/mo. Lightdash has 31 unique features while Metabase has 45 unique features, with 2 features in common.
| Lightdash | Metabase | |
|---|---|---|
| Category | Business Intelligence | Business Intelligence |
| Total Features | 33 | 47 |
| AI-Powered Features | 3 | 0 |
| Starting Price | $2400/mo | $50/mo |
| Pricing Tiers | 3 | 3 |
| Integrations | 17 | 30 |
| Shared Features | 2 | |
| Shared Integrations | 5 | |
| Data Quality | 85% | 73% |
Feature Comparison by Category
AI (3 vs 0)
| Feature | Lightdash | Metabase |
|---|---|---|
| AI Agent Answers | ||
| Agentic BI | ||
| Dashboard Builder from Natural Language |
Access Control (1 vs 0)
| Feature | Lightdash | Metabase |
|---|---|---|
| Custom Roles |
Administration (0 vs 2)
| Feature | Lightdash | Metabase |
|---|---|---|
| Admin Console | ||
| User Management |
Analytics (3 vs 0)
| Feature | Lightdash | Metabase |
|---|---|---|
| Data Explorer | ||
| SQL Runner | ||
| Usage Analytics |
Collaboration (1 vs 0)
| Feature | Lightdash | Metabase |
|---|---|---|
| Private Spaces |
Compliance (2 vs 0)
| Feature | Lightdash | Metabase |
|---|---|---|
| HIPAA Compliance | ||
| SOC 2 Compliance |
Data Analysis (0 vs 3)
| Feature | Lightdash | Metabase |
|---|---|---|
| Aggregations | ||
| Grouping | ||
| Pivot Tables |
Data Exploration (0 vs 3)
| Feature | Lightdash | Metabase |
|---|---|---|
| Drill-down Analytics | ||
| Dynamic Filtering | ||
| Sorting & Limiting |
Data Governance (2 vs 2)
| Feature | Lightdash | Metabase |
|---|---|---|
| Data Lineage | ||
| Metrics Catalog | ||
| Semantic Layer | ||
| Table Metadata |
Data Management (0 vs 1)
| Feature | Lightdash | Metabase |
|---|---|---|
| Saved Questions |
Data Modeling (0 vs 4)
| Feature | Lightdash | Metabase |
|---|---|---|
| Metrics | ||
| Model Relationships | ||
| Models | ||
| Segments |
Data Querying (0 vs 5)
| Feature | Lightdash | Metabase |
|---|---|---|
| Comparison Operators | ||
| Joins | ||
| Native Query Editor | ||
| Parameterized Queries | ||
| Query Builder |
Data Transformation (0 vs 1)
| Feature | Lightdash | Metabase |
|---|---|---|
| Custom Expressions |
Deployment (0 vs 3)
| Feature | Lightdash | Metabase |
|---|---|---|
| Cloud Hosting | ||
| Docker Support | ||
| Open Source |
Developer Experience (4 vs 0)
| Feature | Lightdash | Metabase |
|---|---|---|
| BI-as-Code | ||
| CLI Tools | ||
| Preview Environments | ||
| Version Control |
Discovery (0 vs 1)
| Feature | Lightdash | Metabase |
|---|---|---|
| Full-Text Search |
Distribution (0 vs 1)
| Feature | Lightdash | Metabase |
|---|---|---|
| Scheduled Reports |
Export (1 vs 0)
| Feature | Lightdash | Metabase |
|---|---|---|
| CSV Export |
Integration (6 vs 4)
| Feature | Lightdash | Metabase |
|---|---|---|
| API | ||
| API & Webhooks | ||
| Database Connectivity | ||
| Embedding | ||
| Google Sheets Sync | ||
| Multiple Database Support | ||
| Slack Integration | ||
| Teams Integration | ||
| dbt Integration |
Licensing (1 vs 0)
| Feature | Lightdash | Metabase |
|---|---|---|
| Unlimited Users |
Mobile (0 vs 1)
| Feature | Lightdash | Metabase |
|---|---|---|
| Mobile App |
Monitoring (1 vs 1)
| Feature | Lightdash | Metabase |
|---|---|---|
| Alerting | ||
| Alerts & Notifications |
Navigation (1 vs 0)
| Feature | Lightdash | Metabase |
|---|---|---|
| Global Search |
Organization (0 vs 2)
| Feature | Lightdash | Metabase |
|---|---|---|
| Collections | ||
| Dashboard Tabs |
Performance (1 vs 2)
| Feature | Lightdash | Metabase |
|---|---|---|
| Data Caching | ||
| Query Performance Monitoring | ||
| Smart Caching |
Quality Assurance (1 vs 0)
| Feature | Lightdash | Metabase |
|---|---|---|
| Automated Validation |
Reporting (2 vs 0)
| Feature | Lightdash | Metabase |
|---|---|---|
| Report Builder | ||
| Scheduled Reports |
Security (3 vs 3)
| Feature | Lightdash | Metabase |
|---|---|---|
| Access Control | ||
| Audit Logs | ||
| SCIM 2.0 | ||
| SSH Tunnel | ||
| SSO | ||
| SSO & LDAP |
User Experience (0 vs 1)
| Feature | Lightdash | Metabase |
|---|---|---|
| Dark Mode |
Visualization (0 vs 7)
| Feature | Lightdash | Metabase |
|---|---|---|
| Chart Visualizations | ||
| Funnel Charts | ||
| Gauge Charts | ||
| Interactive Dashboards | ||
| Map Visualizations | ||
| Trend Analysis | ||
| Waterfall Charts |
Unique Features
Only in Lightdash (31)
Custom Roles
Agentic BI
AI Agent Answers
Dashboard Builder from Natural Language
Data Explorer
SQL Runner
Usage Analytics
Private Spaces
HIPAA Compliance
SOC 2 Compliance
Metrics Catalog
Semantic Layer
BI-as-Code
CLI Tools
Preview Environments
Version Control
CSV Export
API & Webhooks
dbt Integration
Google Sheets Sync
+ 11 more unique features
Only in Metabase (45)
Admin Console
User Management
Aggregations
Grouping
Pivot Tables
Drill-down Analytics
Dynamic Filtering
Sorting & Limiting
Data Lineage
Table Metadata
Saved Questions
Metrics
Model Relationships
Models
Segments
Comparison Operators
Joins
Native Query Editor
Parameterized Queries
Query Builder
+ 25 more unique features
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