Databox vs Lightdash
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Databox offers more features (59 vs 33) and fewer integrations (12 vs 17). Starting price: Databox at $159/mo vs Lightdash at $2400/mo. Databox has 57 unique features while Lightdash has 31 unique features, with 2 features in common.
| Databox | Lightdash | |
|---|---|---|
| Category | Business Intelligence | Business Intelligence |
| Total Features | 59 | 33 |
| AI-Powered Features | 2 | 3 |
| Starting Price | $159/mo | $2400/mo |
| Pricing Tiers | 3 | 3 |
| Integrations | 12 | 17 |
| Shared Features | 2 | |
| Shared Integrations | 2 | |
| Data Quality | 95% | 85% |
Feature Comparison by Category
AI (1 vs 3)
| Feature | Databox | Lightdash |
|---|---|---|
| AI Agent Answers | ||
| AI Insights | ||
| Agentic BI | ||
| Dashboard Builder from Natural Language |
Access Control (0 vs 1)
| Feature | Databox | Lightdash |
|---|---|---|
| Custom Roles |
Agency Features (4 vs 0)
| Feature | Databox | Lightdash |
|---|---|---|
| Agency Client Management | ||
| Client Performance Overview | ||
| Push Template Changes | ||
| Solutions Partner Program |
Alerts (2 vs 0)
| Feature | Databox | Lightdash |
|---|---|---|
| Performance Notifications | ||
| Smart Alerts |
Analysis (2 vs 0)
| Feature | Databox | Lightdash |
|---|---|---|
| Benchmarks | ||
| Drill-Down Analysis |
Analytics (0 vs 3)
| Feature | Databox | Lightdash |
|---|---|---|
| Data Explorer | ||
| SQL Runner | ||
| Usage Analytics |
Branding (2 vs 0)
| Feature | Databox | Lightdash |
|---|---|---|
| Branded Reports | ||
| White Label |
Collaboration (1 vs 1)
| Feature | Databox | Lightdash |
|---|---|---|
| Private Spaces | ||
| Unlimited Users |
Compliance (0 vs 2)
| Feature | Databox | Lightdash |
|---|---|---|
| HIPAA Compliance | ||
| SOC 2 Compliance |
Data Export (1 vs 0)
| Feature | Databox | Lightdash |
|---|---|---|
| CSV Export |
Data Governance (0 vs 2)
| Feature | Databox | Lightdash |
|---|---|---|
| Metrics Catalog | ||
| Semantic Layer |
Data Integration (2 vs 0)
| Feature | Databox | Lightdash |
|---|---|---|
| Database Connections | ||
| Integrations |
Data Management (4 vs 0)
| Feature | Databox | Lightdash |
|---|---|---|
| 15-Minute Sync | ||
| Historical Data | ||
| On-Demand Data Refresh | ||
| Warehouse Data Storage |
Data Preparation (1 vs 0)
| Feature | Databox | Lightdash |
|---|---|---|
| Data Preparation (Datasets) |
Developer Experience (0 vs 4)
| Feature | Databox | Lightdash |
|---|---|---|
| BI-as-Code | ||
| CLI Tools | ||
| Preview Environments | ||
| Version Control |
Export (0 vs 1)
| Feature | Databox | Lightdash |
|---|---|---|
| CSV Export |
Filtering (2 vs 0)
| Feature | Databox | Lightdash |
|---|---|---|
| Multi-Dimensional Filtering | ||
| Single-Dimension Filtering |
Integration (1 vs 6)
| Feature | Databox | Lightdash |
|---|---|---|
| API & Webhooks | ||
| Email Activity Tracking | ||
| Embedding | ||
| Google Sheets Sync | ||
| Slack Integration | ||
| Teams Integration | ||
| dbt Integration |
Licensing (0 vs 1)
| Feature | Databox | Lightdash |
|---|---|---|
| Unlimited Users |
Metric Creation (2 vs 0)
| Feature | Databox | Lightdash |
|---|---|---|
| No-Code Metric Builder | ||
| Unlimited Custom Metrics |
Metrics (1 vs 0)
| Feature | Databox | Lightdash |
|---|---|---|
| Pre-Built Metrics Library |
Monitoring (0 vs 1)
| Feature | Databox | Lightdash |
|---|---|---|
| Alerting |
Navigation (0 vs 1)
| Feature | Databox | Lightdash |
|---|---|---|
| Global Search |
Organization (1 vs 0)
| Feature | Databox | Lightdash |
|---|---|---|
| Spaces |
Performance (0 vs 1)
| Feature | Databox | Lightdash |
|---|---|---|
| Smart Caching |
Planning (4 vs 0)
| Feature | Databox | Lightdash |
|---|---|---|
| Fiscal Calendars | ||
| Forecasts | ||
| Goals | ||
| OKRs (Objectives and Key Results) |
Quality Assurance (0 vs 1)
| Feature | Databox | Lightdash |
|---|---|---|
| Automated Validation |
Reliability (1 vs 0)
| Feature | Databox | Lightdash |
|---|---|---|
| Status Page |
Reporting (4 vs 2)
| Feature | Databox | Lightdash |
|---|---|---|
| Archived Reports | ||
| Data Stories | ||
| Presentation Mode | ||
| Report Builder | ||
| Reports | ||
| Scheduled Reports |
Security (4 vs 3)
| Feature | Databox | Lightdash |
|---|---|---|
| Advanced Security Management | ||
| Role-Based Access Control | ||
| SCIM 2.0 | ||
| SSH Tunnel | ||
| SSO | ||
| Single Sign-On (SSO) | ||
| Two-Factor Authentication (2FA) |
Sharing (1 vs 0)
| Feature | Databox | Lightdash |
|---|---|---|
| Dashboard Embedding |
Support (12 vs 0)
| Feature | Databox | Lightdash |
|---|---|---|
| AI Chatbot Support | ||
| Community | ||
| Custom Metrics & Dashboard Creation Service | ||
| Dedicated Reporting Specialist | ||
| Dedicated Success Engineer | ||
| Email Support | ||
| Growth Plan Onboarding | ||
| Help Center | ||
| Live Chat Support | ||
| Premium Onboarding | ||
| Priority Support | ||
| Professional Onboarding |
Templates (2 vs 0)
| Feature | Databox | Lightdash |
|---|---|---|
| Custom Account Templates | ||
| Pre-Built Dashboard Templates |
Visualization (4 vs 0)
| Feature | Databox | Lightdash |
|---|---|---|
| Dashboards | ||
| Media Creatives Display | ||
| TV Streaming | ||
| Unlimited Dashboards |
Unique Features
Only in Databox (57)
Agency Client Management
Client Performance Overview
Push Template Changes
Solutions Partner Program
AI Insights
Performance Notifications
Smart Alerts
Benchmarks
Drill-Down Analysis
Branded Reports
White Label
Database Connections
Integrations
15-Minute Sync
Historical Data
On-Demand Data Refresh
Warehouse Data Storage
Data Preparation (Datasets)
Multi-Dimensional Filtering
Single-Dimension Filtering
+ 37 more 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
API & Webhooks
dbt Integration
Embedding
Google Sheets Sync
+ 11 more unique features
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