Datafold
Free tier availableData diff and regression testing for pipelines
📖 Overview
Datafold specializes in data diffing—comparing data between environments or before/after changes. It's particularly powerful for dbt CI/CD, automatically showing the impact of pull requests on your data.
✨ Key Features
- ✓ Data Diff: Compare datasets row-by-row
- ✓ CI/CD Integration: PR impact analysis
- ✓ Column Lineage: Track field-level changes
- ✓ dbt Integration: Native dbt Cloud/Core support
- ✓ Regression Testing: Catch unintended changes
- ✓ Cross-database: Compare across warehouses
💰 Pricing
Model
freemium
Starting Price
$0 (limited)
✓ Free tier available
🏢 Enterprise plans available
👍 Pros
- + Best-in-class data diffing
- + Excellent dbt CI integration
- + Catches regression issues
- + Visual PR comments
- + Good free tier
👎 Cons
- − Focused on diffing (not full observability)
- − Requires dbt for best experience
- − Less useful without CI/CD
- − Enterprise pricing for advanced features
🎯 Best For
dbt teams wanting to catch data regressions before merging. Essential for data CI/CD workflows.
🔗 Works With
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