Detailed comparison across 10 dimensions
Winner: Cleanlab
Cleanlab clearly comes out ahead of Lightup on Staquest's weighted six-dimension score. Cleanlab has a free tier; Lightup does not.
| Overview | ||
|---|---|---|
| Type | ai tool | ai tool |
| Company | Cleanlab Inc. | Lightup Data |
| Free Tier | ||
| Has API | ||
| Open Source | ||
| Learning Curve | - | - |
| Integration | - | - |
| Trending | Stable | Stable |
| GitHub Stars | - | - |
| Industries | Data & AnalyticsDevelopmentEducation & EdTechAI & Machine Learning | Data & AnalyticsDevelopmentAI & Machine LearningSaaS & Cloud |
| Categories | ai-data-analysis | data-observability |
| Website | Visit | Visit |
Cleanlab
open source
custom
custom
custom
custom
| Feature | cleanlab | lightup |
|---|---|---|
| Api-Based Data Quality Tools | ||
| 10 Users | ||
| Auto-Fixing Data Issues | ||
| 2 Workspaces | ||
| Automated Data-Centric Ai Pipeline | ||
| 30 Days Data Retention | ||
| Enterprise-Ready Integrations | ||
| 6+ Months Data Retention | ||
| Everything In Studio | ||
| Ai-Based Anomaly Detection | ||
| No-Code Data Curation | ||
| Cloud Deployment | ||
| Priority For New Feature Requests | ||
| Custom Dqis | ||
| Priority Support | ||
| Custom Seasonality | ||
| Support For Various Data Types | ||
| Custom User/Workspace Limits | ||
| Dashboards | ||
| Data Compare Dqis | ||
| Data Profiling | ||
| Data Source Schedules | ||
| Dqi Slicing | ||
| Everything In Premium | ||
| Incident Correlation & Related Metrics | ||
| Incident Feedback & Auto-Tuning | ||
| Incident Management & Reporting | ||
| Multi-Column Dqis | ||
| Prebuilt Single-Source Dqis | ||
| Query Governance |
Showing 30 of 30 features
Dashes mean the feature isn't listed in our data. The tool may still support it.
On Staquest's weighted six-dimension scoring, Cleanlab comes out ahead overall, though Lightup can be the better fit depending on your priorities — see the dimension-by-dimension breakdown above.
Cleanlab offers a free tier; Lightup does not currently list one.
Cleanlab is open source. The feature comparison and dimension scores above cover the full breakdown.
