Soda
Data reliability platform that tests data where it lives and catches bad data before it causes problems.
Soda is a data reliability platform that offers both open-source and cloud-based solutions for data quality monitoring and testing. Their approach focuses on "data contracts" - agreements about what good data should look like, which can be tested and monitored continuously.
The platform provides multiple deployment options, from the open-source Soda Core for self-managed environments to Soda Cloud for fully managed data quality monitoring. This flexibility makes it accessible to teams of all sizes and technical capabilities.
Data Testing
Write tests in SodaCL (Soda Checks Language)
Monitoring
Continuous monitoring of data quality metrics
Collaboration
Team features for sharing and managing data quality
API Integration
REST API for programmatic access and integration
- •Good free tier for getting started
- •Easy to use and understand
- •Multiple deployment options
- •Good documentation and community
- •Flexible pricing model
- •Limited advanced features compared to enterprise tools
- •Documentation can have gaps
- •UI/UX could be more polished
- •Smaller ecosystem compared to major players
Soda Core (Open Source)
Free
Self-hosted data quality testing and monitoring
- • Core data testing functionality
- • SodaCL language
- • CLI and Python library
- • Community support
Soda Cloud
Contact Sales
Managed platform with collaboration features
- • All Core features
- • Web UI and dashboards
- • Team collaboration
- • Alerting and notifications
- • Enterprise security
Small to Medium Teams
Teams wanting to start with data quality on a budget
Open Source Advocates
Organizations preferring open-source solutions
Flexible Deployment
Teams needing both cloud and on-premise options
HelloFresh Data Mesh
Food Delivery
"Soda enables recipe-data checks across our data mesh architecture, ensuring quality at scale."
Source: soda.io