Detailed comparison across 10 dimensions
Lightup and Soda score closely across Staquest's six weighted dimensions, with no decisive overall winner. Soda has a free tier; Lightup does not. Soda's paid plans start at $750/mo.
| Overview | ||
|---|---|---|
| Type | ai tool | hybrid |
| Company | Lightup Data | Soda Data NV |
| Free Tier | ||
| Has API | ||
| Open Source | ||
| Learning Curve | - | - |
| Integration | - | - |
| Trending | Stable | Stable |
| GitHub Stars | - | - |
| Industries | Data & AnalyticsDevelopmentAI & Machine LearningSaaS & Cloud | Data & AnalyticsDevelopmentSaaS & Cloud |
| Categories | data-observability | data-observability |
| Website | Visit | Visit |
custom
custom
custom
freemium
usage based
| Feature | lightup | soda |
|---|---|---|
| Rbac | ||
| 10 Users | ||
| Advanced Ai-Powered Data Quality Features | ||
| 2 Workspaces | ||
| Alerting & Ticketing Integrations | ||
| 30 Days Data Retention | ||
| All Free Features | ||
| 6+ Months Data Retention | ||
| Audit Logs | ||
| Ai-Based Anomaly Detection | ||
| Catalog Integrations | ||
| Cloud Deployment | ||
| Collaborative Data Contracts | ||
| Custom Dqis | ||
| Custom Roles | ||
| Custom Seasonality | ||
| Designed For Business Collaboration | ||
| Custom User/Workspace Limits | ||
| Includes All Features From Other Tiers | ||
| Dashboards | ||
| Metrics Observability | ||
| Data Compare Dqis | ||
| No-Code Interface | ||
| Data Profiling | ||
| Pipeline Testing | ||
| Data Source Schedules | ||
| Premium Support | ||
| Dqi Slicing | ||
| Private Deployment | ||
| Everything In Premium |
Showing 30 of 30 features
Dashes mean the feature isn't listed in our data. The tool may still support it.
Soda offers a free tier; Lightup does not currently list one.
Lightup scores higher on pricing value in Staquest's analysis. It is the highest-weighted dimension in this comparison.
Soda is open source. The feature comparison and dimension scores above cover the full breakdown.
