How to Build Your Own Metabase
Replace Metabase with a custom build. The simple, open source way for everyone in your company to ask questions and learn from data.
Build Difficulty: 5/5
Build a working replacement in a weekend with AI tools
Estimated Timeline
Based on 47 features at Weekend Project difficulty, expect about One weekend with AI-assisted development.
Recommended Tech Stack
Full-stack React framework with API routes and server components
PostgreSQL database, auth, and real-time subscriptions
Utility-first styling for rapid UI development
Key Features to Replicate
Top features across 8 categories. See all 47 features
Visualization(7 features)
30+ chart types including tables, bar charts, line graphs, scatter plots, and maps.
Visualize conversion rates and drop-off at each stage of a process.
Display progress against a target or threshold with dial-style visualizations.
Create and share interactive dashboards with filterable cards and drill-down capabilities.
Display geographic data on interactive maps with custom regions and points.
+2 more in this category
Data Querying(5 features)
Filter data using equality, inequality, range, and pattern matching operators.
Perform inner, left, and right joins between tables visually without SQL.
SQL editor for advanced users to write complex custom queries.
Create questions with variable parameters for flexible reusable analysis.
Visual query builder allowing non-technical users to explore data without writing SQL.
Data Modeling(4 features)
Define business metrics once and reuse them across multiple questions and dashboards.
Define and visualize relationships between data models for better query building.
Create saved models from complex queries to serve as reusable data sources.
Create reusable filtered views of data for consistent business logic across queries.
Integration(4 features)
RESTful API for programmatic access to queries, dashboards, and data.
Connect to PostgreSQL, MySQL, MongoDB, Snowflake, Redshift, and 30+ other databases.
Embed dashboards and questions directly into external applications.
Connect to and query from multiple databases simultaneously within a single instance.
Data Analysis(3 features)
Perform count, sum, average, min, max, and other aggregations on data.
Group data by dimensions for comparative analysis and cross-tabs.
Reorganize data into pivot tables for cross-tabulation analysis.
Data Exploration(3 features)
Click through visualizations to dive deeper into underlying data details.
Apply filters dynamically to dashboards and questions for real-time data exploration.
Sort results and limit returned rows for focused analysis.
Deployment(3 features)
Managed cloud deployment with automatic updates, backups, and scaling.
Pre-built Docker containers for easy deployment and containerized environments.
Fully open source codebase available on GitHub for customization and self-hosting.
Security(3 features)
Manage user permissions and restrict data access at database, table, and row levels.
Track all user actions and database queries for compliance and security monitoring.
Integrate with Single Sign-On and LDAP for enterprise authentication.
Cost Calculator
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Total Cost Comparison
DIY hosting estimate based on Vercel + Supabase free/pro tiers (~$20/mo). Build time estimated from 47 features at very easy complexity.