Lightdash vs Looker
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Lightdash offers fewer features (33 vs 46) and fewer integrations (17 vs 27). Starting price: Lightdash at $2400/mo vs Looker at $70/mo. Lightdash has 30 unique features while Looker has 43 unique features, with 3 features in common.
| Lightdash | Looker | |
|---|---|---|
| Category | Business Intelligence | Business Intelligence |
| Total Features | 33 | 46 |
| AI-Powered Features | 3 | 0 |
| Starting Price | $2400/mo | $70/mo |
| Pricing Tiers | 3 | 3 |
| Integrations | 17 | 27 |
| Shared Features | 3 | |
| Shared Integrations | 6 | |
| Data Quality | 85% | 73% |
Feature Comparison by Category
AI (3 vs 0)
| Feature | Lightdash | Looker |
|---|---|---|
| AI Agent Answers | ||
| Agentic BI | ||
| Dashboard Builder from Natural Language |
Access Control (1 vs 0)
| Feature | Lightdash | Looker |
|---|---|---|
| Custom Roles |
Administration (0 vs 2)
| Feature | Lightdash | Looker |
|---|---|---|
| Query History | ||
| Query Limit Management |
Analytics (3 vs 4)
| Feature | Lightdash | Looker |
|---|---|---|
| Data Explorer | ||
| Explores | ||
| Filters | ||
| SQL Runner | ||
| Usage Analytics | ||
| Usage Insights |
Collaboration (1 vs 1)
| Feature | Lightdash | Looker |
|---|---|---|
| Collaborations | ||
| Private Spaces |
Compliance (2 vs 1)
| Feature | Lightdash | Looker |
|---|---|---|
| Audit Logging | ||
| HIPAA Compliance | ||
| SOC 2 Compliance |
Customization (0 vs 1)
| Feature | Lightdash | Looker |
|---|---|---|
| Themes |
Data Governance (2 vs 1)
| Feature | Lightdash | Looker |
|---|---|---|
| Data Lineage | ||
| Metrics Catalog | ||
| Semantic Layer |
Data Management (0 vs 1)
| Feature | Lightdash | Looker |
|---|---|---|
| Datagroups |
Data Modeling (0 vs 2)
| Feature | Lightdash | Looker |
|---|---|---|
| Derived Tables | ||
| LookML |
Data Processing (0 vs 1)
| Feature | Lightdash | Looker |
|---|---|---|
| Scheduled Queries |
Developer Experience (4 vs 0)
| Feature | Lightdash | Looker |
|---|---|---|
| BI-as-Code | ||
| CLI Tools | ||
| Preview Environments | ||
| Version Control |
Development (0 vs 3)
| Feature | Lightdash | Looker |
|---|---|---|
| Extension Framework | ||
| Query Validator | ||
| Version Control |
Documentation (0 vs 1)
| Feature | Lightdash | Looker |
|---|---|---|
| Data Dictionary |
Export (1 vs 1)
| Feature | Lightdash | Looker |
|---|---|---|
| CSV Export | ||
| PDF Export |
Extensions (0 vs 1)
| Feature | Lightdash | Looker |
|---|---|---|
| Marketplace |
Governance (0 vs 1)
| Feature | Lightdash | Looker |
|---|---|---|
| Content Moderation |
Integration (6 vs 4)
| Feature | Lightdash | Looker |
|---|---|---|
| API | ||
| API & Webhooks | ||
| Actions Framework | ||
| Embedded Analytics | ||
| Embedding | ||
| Google Sheets Sync | ||
| Slack Integration | ||
| Teams Integration | ||
| Webhooks | ||
| dbt Integration |
Licensing (1 vs 0)
| Feature | Lightdash | Looker |
|---|---|---|
| Unlimited Users |
Mobile (0 vs 1)
| Feature | Lightdash | Looker |
|---|---|---|
| Mobile App |
Monitoring (1 vs 1)
| Feature | Lightdash | Looker |
|---|---|---|
| Alerting | ||
| Alerts |
Navigation (1 vs 0)
| Feature | Lightdash | Looker |
|---|---|---|
| Global Search |
Organization (0 vs 1)
| Feature | Lightdash | Looker |
|---|---|---|
| Folders & Spaces |
Performance (1 vs 4)
| Feature | Lightdash | Looker |
|---|---|---|
| Caching | ||
| Incremental PDT | ||
| Model Performance | ||
| Persistent Derived Tables | ||
| Smart Caching |
Quality Assurance (1 vs 1)
| Feature | Lightdash | Looker |
|---|---|---|
| Automated Validation | ||
| Content Validator |
Reporting (2 vs 1)
| Feature | Lightdash | Looker |
|---|---|---|
| Report Builder | ||
| Scheduled Reports |
Security (3 vs 6)
| Feature | Lightdash | Looker |
|---|---|---|
| Data Governance | ||
| Explores Permissions | ||
| Folders Permissions | ||
| RBAC | ||
| Row Level Security | ||
| SCIM 2.0 | ||
| SSH Tunnel | ||
| SSO | ||
| Single Sign-On |
Visualization (0 vs 6)
| Feature | Lightdash | Looker |
|---|---|---|
| Custom Visualizations | ||
| Dashboard Tiles | ||
| Dashboards | ||
| Drill Down | ||
| Looks | ||
| Parametrized Looks |
Unique Features
Only in Lightdash (30)
Custom Roles
Agentic BI
AI Agent Answers
Dashboard Builder from Natural Language
Data Explorer
Usage Analytics
Private Spaces
HIPAA Compliance
SOC 2 Compliance
Metrics Catalog
Semantic Layer
BI-as-Code
CLI Tools
Preview Environments
CSV Export
API & Webhooks
dbt Integration
Embedding
Google Sheets Sync
Slack Integration
+ 10 more unique features
Only in Looker (43)
Query History
Query Limit Management
Explores
Filters
Usage Insights
Collaborations
Audit Logging
Themes
Data Lineage
Datagroups
Derived Tables
LookML
Scheduled Queries
Extension Framework
Query Validator
Data Dictionary
PDF Export
Marketplace
Content Moderation
Actions Framework
+ 23 more unique features
Want to build your own alternative to Lightdash or Looker?
Analyze it with Reap