Soda Core
Soda is a data quality platform that helps organizations prevent data incidents before they impact production.
Our verdict
Who it's for
Automate data quality detection, explanation, and resolution with AI-powered data observability.
Who should look elsewhere
No explicit free tier mentioned, suggesting it's a paid solution.
Pros
- +Significantly reduces false positives in anomaly detection (70% fewer than Facebook Prophet).
- +Scales efficiently to large datasets (1B rows in 64 seconds).
- +Unifies technical and business teams around data quality with shared workflows and data contracts.
- +Automates the creation of data quality checks and contracts, reducing manual effort.
- +Detects anomalies at a granular record level without requiring explicit check definitions.
Cons
- −No explicit free tier mentioned, suggesting it's a paid solution.
- −Requires integration into existing data environments.
Key features
- ✓AI-powered data quality automation
- ✓Collaborative data contracts for business and engineering
- ✓Automated isolation, management, and fixing of bad data at source
- ✓Metrics monitoring with proprietary AI algorithms (outperforms Facebook Prophet)
- ✓AI Automations for generating data contracts and checks from plain English
- ✓Record-Level Anomaly Detection (RAD) across columns, rows, and segments
- ✓Interactive data observability visualizations
- ✓Smart and adaptive thresholds for data quality checks
Pricing
| Plan | Price | Billing | Notes |
|---|---|---|---|
| Free | $0 | month | Up to 3 production datasets tested and monitored; Pipeline testing; Metrics observability |
| Team | $750 | month | All Free features; Unlimited users; Includes 20 datasets |
| Enterprise | — | month | All Team features; Collaborative data contracts; No-code interface |