Elementary vs Redash
Side-by-side comparison to help you choose the best tool.
Elementary
freemiumElementary is an open-source data observability platform built natively for dbt, providing data quality tests, anomaly detection, and lineage directly within dbt workflows. It generates a data observability report from dbt test results and adds ML-based anomaly detection on top. Elementary is the leading open-source alternative to Monte Carlo and Anomalo for dbt-centric data teams.
Redash
freemiumOpen-source data querying and visualisation tool that connects to multiple databases and lets teams create and share dashboards from SQL queries. Redash is designed for data analysts and engineers who prefer writing SQL to explore and visualise data from any connected source. Teams can collaborate on queries, create parameterised dashboards, and schedule automated data refreshes.
| Feature | Elementary | Redash |
|---|---|---|
| Pricing | freemium | freemium |
| Category | Data & Analytics | Data & Analytics |
| Rating | 4.4 | 4.1 |
| Best For | Data engineering teams using dbt who want open-source data observability and anomaly detection without adding another managed platform | Engineering and data teams needing collaborative SQL-based dashboards |
| Views | 4 | 5 |
Pros
- Best open-source data observability for dbt teams
- Zero additional infrastructure if already using dbt
- Self-hostable with no data leaving your environment
Cons
- Best value only for dbt-centric stacks
- Enterprise features require Elementary Cloud subscription
Pros
- Free open-source self-hosted option
- Great for SQL-proficient teams
- Simple and clean dashboard sharing
Cons
- Limited AI features compared to competitors
- Requires SQL knowledge for most tasks
- dbt-native data observability
- ML anomaly detection on dbt metrics
- Data lineage within dbt
- Slack alerting for test failures
- Open-source & self-hostable
- Multi-database SQL query editor
- Shared dashboards and visualisations
- Parameterised queries and filters
- Scheduled query refreshes and alerts
- Open-source self-hosting support