Superset vs Metabase

Superset and Metabase are both popular dashboards & analytics tools. This page compares their internal architecture, technology stack, data flow patterns, and system behavior — based on automated structural analysis of their source code. They share 2 technologies including react, jest.

apache/superset

71,107
Stars
TypeScript
Language
10
Components
0.5
Connectivity

metabase/metabase

46,416
Stars
Clojure
Language
10
Components
0.3
Connectivity

Technology Stack

Shared Technologies

react jest

Only in Superset

flask sqlalchemy redis celery flask-appbuilder pandas pytest docker

Only in Metabase

redux toolkit typescript rspack cypress emotion mantine d3 chalk

Architecture Layers

Superset (4 layers)

Web Application
Main Flask backend (superset/) and React frontend (superset-frontend/)
Core Library
Extension API and common interfaces in superset-core
Domain Modules
Business logic in superset/ organized by domain (charts, dashboards, databases)
Extension System
CLI tools and SDK for building custom extensions

Metabase (5 layers)

Core Frontend
Main React application with Redux state management
Enterprise Features
Premium features including embedding SDK and advanced analytics
Embedding SDK
React SDK package for embedding Metabase in other applications
E2E Testing
Comprehensive Cypress testing suite with multiple host applications
Build Infrastructure
Multiple Rspack configurations for different build targets

Data Flow

Superset (5 stages)

  1. Database Connection
  2. Query Execution
  3. Data Processing
  4. Visualization
  5. Caching

Metabase (5 stages)

  1. Database Connection
  2. Frontend State Management
  3. Enterprise Extensions
  4. SDK Distribution
  5. External Integration

System Behavior

DimensionSupersetMetabase
Data Pools40
Feedback Loops30
Delays40
Control Points40

Code Patterns

Unique to Superset

command pattern dao pattern plugin architecture flask blueprints extension system

Unique to Metabase

monorepo structure api layer abstraction cli step pipeline multi-framework testing component bridge pattern

When to Choose

Choose Superset when you need

  • Unique tech: flask, sqlalchemy, redis
View full analysis →

Choose Metabase when you need

  • Unique tech: redux toolkit, typescript, rspack
View full analysis →

Frequently Asked Questions

What are the main differences between Superset and Metabase?

Superset has 10 components with a connectivity ratio of 0.5, while Metabase has 10 components with a ratio of 0.3. They share 2 technologies but differ in 16 others.

Should I use Superset or Metabase?

Choose Superset if you need: Unique tech: flask, sqlalchemy, redis. Choose Metabase if you need: Unique tech: redux toolkit, typescript, rspack.

How does the architecture of Superset compare to Metabase?

Superset is organized into 4 architecture layers with a 5-stage data pipeline. Metabase has 5 layers with a 5-stage pipeline.

What technology does Superset use that Metabase doesn't?

Superset uniquely uses: flask, sqlalchemy, redis, celery, flask-appbuilder. Metabase uniquely uses: redux toolkit, typescript, rspack, cypress, emotion.

Explore the interactive analysis

See the full architecture maps, code patterns, and dependency graphs.

Superset Metabase

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Compared on March 25, 2026 by CodeSea. Written by .