✓
Tool
Category
Pricing
Free?
❤
dbt ✓
SQL-based data transformation with testing, docs, and version control.
Best for: data-analysis
Preset
Managed Apache Superset cloud service for data exploration and dashboards.
Best for: data-analysis
Evidence
Code-driven BI framework using SQL and Markdown for version-controlled reports.
Best for: data-analysis
MindsDB
Open-source SQL-based AI layer for in-database machine learning and predictions.
Best for: data-analysis
Airbyte
Open-source ELT platform with 300+ connectors and a custom connector builder.
Best for: data-analysis
Metabase ✓
Open-source BI tool for self-service data exploration and dashboard building.
Best for: data-analysis
Streamlit ✓
Open-source Python framework for building interactive data apps quickly.
Best for: data-analysis
H2O.ai
Open-source AutoML platform with Driverless AI for scalable data science.
Best for: data-analysis
KNIME
Open-source visual analytics platform with drag-and-drop workflow nodes.
Best for: data-analysis
Lightdash
Open-source BI for dbt users with auto-generated metrics and self-serve exploration.
Best for: data-analysis
Gradio
Open-source Python library for building ML demos and interactive data interfaces.
Best for: data-analysis
MLflow
Open-source ML lifecycle management for tracking, packaging, and deploying models.
Best for: data-analysis
Segment ✓
Customer data platform routing event data from any source to 400+ destinations.
Best for: data-analysis
Polymer Search
Instant AI dashboards from spreadsheets with automated insights and search.
Best for: data-analysis