Detailed comparison across 10 dimensions
Winner: Elementary
Elementary clearly comes out ahead of Monte Carlo on Staquest's weighted six-dimension score. Neither lists a free tier.
| Overview | ||
|---|---|---|
| Type | hybrid | saas tool |
| Company | Elementary Data | - |
| Free Tier | ||
| Has API | ||
| Open Source | ||
| Learning Curve | - | moderate |
| Integration | - | medium |
| Trending | Stable | Stable |
| GitHub Stars | - | - |
| Industries | Data & AnalyticsDevelopmentSaaS & Cloud | Data & AnalyticsSaaS & Cloud |
| Categories | data-observability | data-engineeringdata-observability |
| Website | Visit | Visit |
Elementary
custom
custom
custom
usage based
| Feature | elementary | monte-carlo |
|---|---|---|
| Advanced Deployment Options | ||
| Fleet Of Agents To Automate Work | ||
| Ai Agents | ||
| Incident Triaging, Root Cause Analysis & Lineage | ||
| All Enterprise Features | ||
| Integrations: Agent Platforms, Data Warehouse, Bi, Etl | ||
| All Features In Scale | ||
| Observability For Agents, Ml, Data, And Performance | ||
| Anomaly Detection | ||
| Self-Guided Onboarding, 24-Hour Support Sla | ||
| Automated Monitors | ||
| Bi Integrations | ||
| Catalog | ||
| Column Level Lineage | ||
| Custom Enterprise Features | ||
| Data Health Scores | ||
| Data Tests | ||
| Dedicated Cs Engineer | ||
| External Catalog Integrations | ||
| Incident Management | ||
| Mcp Server | ||
| Performance Monitoring | ||
| Sso & Rbac | ||
| Tailored Implementation And Training Sessions | ||
| Task & Incident Mgmt Integrations |
Showing 25 of 25 features
Dashes mean the feature isn't listed in our data. The tool may still support it.
On Staquest's weighted six-dimension scoring, Elementary comes out ahead overall, though Monte Carlo can be the better fit depending on your priorities — see the dimension-by-dimension breakdown above.
Elementary is open source. The feature comparison and dimension scores above cover the full breakdown.
