Evidence vs Lightdash
Side-by-side comparison of features, pricing, and integrations.
Quick Verdict
Evidence offers the same number of features (33 vs 33) and fewer integrations (6 vs 17). Starting price: Evidence at $15/mo vs Lightdash at $2400/mo. Evidence has 33 unique features while Lightdash has 33 unique features, with 0 features in common.
| Evidence | Lightdash | |
|---|---|---|
| Category | Business Intelligence | Business Intelligence |
| Total Features | 33 | 33 |
| AI-Powered Features | 3 | 3 |
| Starting Price | $15/mo | $2400/mo |
| Pricing Tiers | 3 | 3 |
| Integrations | 6 | 17 |
| Shared Features | 0 | |
| Shared Integrations | 2 | |
| Data Quality | 80% | 85% |
Feature Comparison by Category
AI (2 vs 3)
| Feature | Evidence | Lightdash |
|---|---|---|
| AI Agent Answers | ||
| AI Chat | ||
| AI-Enhanced Development | ||
| Agentic BI | ||
| Dashboard Builder from Natural Language |
Access Control (1 vs 1)
| Feature | Evidence | Lightdash |
|---|---|---|
| Custom Roles | ||
| Page-Level Access Control |
Analytics (0 vs 3)
| Feature | Evidence | Lightdash |
|---|---|---|
| Data Explorer | ||
| SQL Runner | ||
| Usage Analytics |
Application Building (1 vs 0)
| Feature | Evidence | Lightdash |
|---|---|---|
| Data Apps |
Authentication (1 vs 0)
| Feature | Evidence | Lightdash |
|---|---|---|
| Single Sign-On (SSO) |
Collaboration (0 vs 1)
| Feature | Evidence | Lightdash |
|---|---|---|
| Private Spaces |
Compliance (0 vs 2)
| Feature | Evidence | Lightdash |
|---|---|---|
| HIPAA Compliance | ||
| SOC 2 Compliance |
Content (1 vs 0)
| Feature | Evidence | Lightdash |
|---|---|---|
| Articles Feature |
Customization (1 vs 0)
| Feature | Evidence | Lightdash |
|---|---|---|
| White Labeling |
Data Export (1 vs 0)
| Feature | Evidence | Lightdash |
|---|---|---|
| Self-Service Data Export |
Data Governance (0 vs 2)
| Feature | Evidence | Lightdash |
|---|---|---|
| Metrics Catalog | ||
| Semantic Layer |
Data Infrastructure (1 vs 0)
| Feature | Evidence | Lightdash |
|---|---|---|
| Managed Lakehouse |
Data Integration (2 vs 0)
| Feature | Evidence | Lightdash |
|---|---|---|
| Multiple Data Source Connectivity | ||
| Scheduled Data Syncs |
Data Processing (1 vs 0)
| Feature | Evidence | Lightdash |
|---|---|---|
| Evidence Query Engine |
Data Querying (1 vs 0)
| Feature | Evidence | Lightdash |
|---|---|---|
| SQL Console |
Design (1 vs 0)
| Feature | Evidence | Lightdash |
|---|---|---|
| Responsive Design |
Developer Experience (0 vs 4)
| Feature | Evidence | Lightdash |
|---|---|---|
| BI-as-Code | ||
| CLI Tools | ||
| Preview Environments | ||
| Version Control |
Development (5 vs 0)
| Feature | Evidence | Lightdash |
|---|---|---|
| Browser-Based IDE | ||
| Intelligent Autocomplete | ||
| Markdown-Based Development | ||
| Real-Time Syntax Validation | ||
| Version Control Integration |
Export (0 vs 1)
| Feature | Evidence | Lightdash |
|---|---|---|
| CSV Export |
Infrastructure (1 vs 0)
| Feature | Evidence | Lightdash |
|---|---|---|
| Multi-Region Support |
Integration (1 vs 6)
| Feature | Evidence | Lightdash |
|---|---|---|
| API & Webhooks | ||
| Embedded Analytics | ||
| Embedding | ||
| Google Sheets Sync | ||
| Slack Integration | ||
| Teams Integration | ||
| dbt Integration |
Legal (1 vs 0)
| Feature | Evidence | Lightdash |
|---|---|---|
| Custom DPA |
Licensing (0 vs 1)
| Feature | Evidence | Lightdash |
|---|---|---|
| Unlimited Users |
Monitoring (0 vs 1)
| Feature | Evidence | Lightdash |
|---|---|---|
| Alerting |
Navigation (0 vs 1)
| Feature | Evidence | Lightdash |
|---|---|---|
| Global Search |
Performance (2 vs 1)
| Feature | Evidence | Lightdash |
|---|---|---|
| Multi-Level Intelligent Caching | ||
| Smart Caching | ||
| Sub-Second Query Performance |
Quality Assurance (0 vs 1)
| Feature | Evidence | Lightdash |
|---|---|---|
| Automated Validation |
Reporting (0 vs 2)
| Feature | Evidence | Lightdash |
|---|---|---|
| Report Builder | ||
| Scheduled Reports |
Security (4 vs 3)
| Feature | Evidence | Lightdash |
|---|---|---|
| Bring Your Own Encryption Keys | ||
| Row-Level Security (RLS) | ||
| SCIM 2.0 | ||
| SIEM Logging | ||
| SOC 2 Type II Compliance | ||
| SSH Tunnel | ||
| SSO |
Support (2 vs 0)
| Feature | Evidence | Lightdash |
|---|---|---|
| Dedicated Support | ||
| Private Slack Support |
User Management (1 vs 0)
| Feature | Evidence | Lightdash |
|---|---|---|
| Directory Sync (SCIM) |
Visualization (2 vs 0)
| Feature | Evidence | Lightdash |
|---|---|---|
| Dashboards | ||
| Publication-Quality Visualizations |
Unique Features
Only in Evidence (33)
Page-Level Access Control
AI Chat
AI-Enhanced Development
Data Apps
Single Sign-On (SSO)
Articles Feature
White Labeling
Self-Service Data Export
Managed Lakehouse
Multiple Data Source Connectivity
Scheduled Data Syncs
Evidence Query Engine
SQL Console
Responsive Design
Browser-Based IDE
Intelligent Autocomplete
Markdown-Based Development
Real-Time Syntax Validation
Version Control Integration
Multi-Region Support
+ 13 more unique features
Only in Lightdash (33)
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
Embedding
+ 13 more unique features
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