Open source
Great Expectations
Open source framework for testing and documenting data quality
Data QualityData quality testing
Alternatives to Soda
12 tools like Soda, chosen by what they do. About Soda
Curated
Monte Carlo
Data observability platform for detecting and fixing pipeline issues
Data QualityData observability platform
Open source
OpenMetadata
Open source metadata platform for cataloging, quality and lineage
Data QualityOpen metadata platform
Curated
Atlan
Data catalog and context platform for finding and governing data
Data QualityModern data catalog
Open source
Dagster
Platform for building, scheduling and monitoring data pipelines
Data PipelinesData orchestration platform
Free trial
Qlik
Data integration and analytics with AI-powered insights
BI and ChartsAnalytics and data integration
Open source
Apache Airflow
Python tool for authoring, scheduling and monitoring workflows
Data PipelinesWorkflow orchestration
Curated
Rows
Spreadsheet that imports business data and builds live reports
Notebooks and SheetsSpreadsheet with connectors
Open source
Snowplow
Collects behavioral event data from websites and apps in real time
Data PipelinesBehavioral data collection
Open source
dlt
Open source Python library for building data loading pipelines
Data PipelinesPython library for pipelines
Open source
CVAT
Open source tool for labeling images, video, 3D and audio data
Datasets and LabelsOpen source image annotation
Freemium
