Soda
Free tier availableData quality testing and monitoring for modern data teams
📖 Overview
Soda provides data quality testing with a simple YAML-based syntax (SodaCL). It bridges the gap between code-heavy Great Expectations and no-code tools like Monte Carlo. Soda Core is open-source; Soda Cloud adds collaboration, monitoring, and anomaly detection.
✨ Key Features
- ✓ SodaCL: Simple YAML syntax for data checks
- ✓ Soda Core: Open-source scanning engine
- ✓ Anomaly Detection: ML-powered in Soda Cloud
- ✓ Incident Management: Alert and triage issues
- ✓ dbt Integration: Run checks alongside dbt
- ✓ Contracts: Data contracts for APIs
💰 Pricing
Model
open source
Starting Price
$0
Cloud/Pro
Contact sales
✓ Free tier available
🏢 Enterprise plans available
👍 Pros
- + Simple, readable syntax (SodaCL)
- + Good balance of code and config
- + Open-source core
- + Strong dbt integration
- + Anomaly detection in Cloud tier
👎 Cons
- − Cloud features require paid tier
- − Smaller ecosystem than GX
- − ML features need data volume
- − Documentation could be better
🎯 Best For
Teams who find Great Expectations too complex but need more than dbt tests. Good middle ground for data quality.
🔗 Works With
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