Lightdash vs Mode Analytics
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Lightdash offers fewer features (33 vs 48) and fewer integrations (17 vs 30). Starting price: Lightdash at $2400/mo vs Mode Analytics at $500/mo. Lightdash has 30 unique features while Mode Analytics has 45 unique features, with 3 features in common.
| Lightdash | Mode Analytics | |
|---|---|---|
| Category | Business Intelligence | Business Intelligence |
| Total Features | 33 | 48 |
| AI-Powered Features | 3 | 6 |
| Starting Price | $2400/mo | $500/mo |
| Pricing Tiers | 3 | 4 |
| Integrations | 17 | 30 |
| Shared Features | 3 | |
| Shared Integrations | 9 | |
| Data Quality | 85% | 74% |
Feature Comparison by Category
AI (3 vs 0)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| AI Agent Answers | ||
| Agentic BI | ||
| Dashboard Builder from Natural Language |
Access Control (1 vs 0)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| Custom Roles |
Analysis (0 vs 1)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| Pivot Tables |
Analytics (3 vs 5)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| Anomaly Detection | ||
| Benchmarking | ||
| Cohort Analysis | ||
| Data Explorer | ||
| Forecasting | ||
| SQL Runner | ||
| Statistical Analysis | ||
| Usage Analytics |
Automation (0 vs 2)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| Scheduled Reports | ||
| Workflow Automation |
Collaboration (1 vs 2)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| Activity Feed | ||
| Collaboration Tools | ||
| Private Spaces |
Compliance (2 vs 0)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| HIPAA Compliance | ||
| SOC 2 Compliance |
Customization (0 vs 1)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| Custom Themes |
Data Discovery (0 vs 1)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| Data Exploration |
Data Export (0 vs 1)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| Export Functionality |
Data Governance (2 vs 2)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| Data Lineage | ||
| Metric Definitions | ||
| Metrics Catalog | ||
| Semantic Layer |
Data Management (0 vs 2)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| Real-time Data Sync | ||
| Version Control |
Developer Experience (4 vs 0)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| BI-as-Code | ||
| CLI Tools | ||
| Preview Environments | ||
| Version Control |
Developer Tools (0 vs 2)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| API Access | ||
| Python Integration |
Documentation (0 vs 2)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| Documentation Generation | ||
| Notebook Mode |
Export (1 vs 0)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| CSV Export |
Integration (6 vs 1)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| API & Webhooks | ||
| Embedded Analytics | ||
| Embedding | ||
| Google Sheets Sync | ||
| Slack Integration | ||
| Teams Integration | ||
| dbt Integration |
Integrations (0 vs 1)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| Multi-Database Support |
Interactivity (0 vs 2)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| Drill-down Analytics | ||
| Parameter Controls |
Licensing (1 vs 0)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| Unlimited Users |
Mobile (0 vs 1)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| Mobile App |
Monitoring (1 vs 3)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| Alert System | ||
| Alerting | ||
| Cost Tracking | ||
| Data Quality Monitoring |
Navigation (1 vs 1)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| Global Search | ||
| Search Functionality |
Organization (0 vs 1)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| Team Spaces |
Performance (1 vs 4)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| Data Caching Strategy | ||
| Query Cache | ||
| Query Optimization | ||
| Query Profiling | ||
| Smart Caching |
Productivity (0 vs 3)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| Query History | ||
| Query Templates | ||
| Saved Filters |
Quality Assurance (1 vs 0)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| Automated Validation |
Query Builder (0 vs 1)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| SQL Editor |
Reporting (2 vs 1)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| Report Builder | ||
| Scheduled Reports |
Security (3 vs 4)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| Audit Logs | ||
| Governance Framework | ||
| Permission Management | ||
| SCIM 2.0 | ||
| SSH Tunnel | ||
| SSO | ||
| Single Sign-On |
Visualization (0 vs 4)
| Feature | Lightdash | Mode Analytics |
|---|---|---|
| Advanced Filtering | ||
| Custom Visualizations | ||
| Dashboard Layouts | ||
| Interactive Visualizations |
Unique Features
Only in Lightdash (30)
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
CSV Export
API & Webhooks
dbt Integration
Embedding
Google Sheets Sync
+ 10 more unique features
Only in Mode Analytics (45)
Pivot Tables
Anomaly Detection
Benchmarking
Cohort Analysis
Forecasting
Statistical Analysis
Workflow Automation
Activity Feed
Collaboration Tools
Custom Themes
Data Exploration
Export Functionality
Data Lineage
Metric Definitions
Real-time Data Sync
API Access
Python Integration
Documentation Generation
Notebook Mode
Embedded Analytics
+ 25 more unique features
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