Simple, fast, privacy-focused alternative to Google Analytics
Best Open-Source & Self-Hosted Analytics & Intelligence Software
Web analytics, product funnels, and session recording Compare GitHub star velocity, open-source licenses, self-hosting difficulty, and deploy with 1-click Docker Compose templates.
Commercial Analytics & Intelligence SaaS You Can Replace Today
Analytics & Intelligence Open-Source Comparison Matrix (2026)
| Open-Source Project | Replaces SaaS | GitHub Stars | License | Tech Stack | Difficulty | Deploy |
|---|---|---|---|---|---|---|
| Umami | Google Analytics (GA4) | ★ 39,332 | MIT | Next.js, React, Tailwind, Prisma | Easy | Docker |
| Apache Superset | Tableau / PowerBI | ★ 75,114 | Apache-2.0 | Python, React, Flask, PostgreSQL | Medium | Docker |
| Metabase | Tableau / PowerBI | ★ 49,627 | AGPL-3.0 | Clojure, TypeScript, React | Easy | Docker |
| PostHog | Mixpanel / Amplitude | ★ 40,244 | MIT | Python, React, ClickHouse, PostgreSQL | Medium | Docker |
| Plausible Analytics | Google Analytics (GA4) | ★ 29,377 | AGPL-3.0 | Elixir, PostgreSQL, ClickHouse | Easy | Docker |
All Verified Analytics & Intelligence Projects (5)
Modern enterprise-grade data exploration and visualization platform
The easy, open-source way for everyone in your company to ask questions and learn from data
The open source Product Operating System with event funnels & session replays
Simple, open-source, lightweight web analytics without cookies
1-Click Docker Compose Generator for Analytics & Intelligence
Select any analytics & intelligence service below to customize ports, volumes, and environment secrets:
1-Click Docker Compose Generator
Generate production-ready container definitions with customizable ports and volumes.
Simple, fast, privacy-focused alternative to Google Analytics
version: "3.8"
services:
umami:
image: ghcr.io/umami-software/umami:postgresql-latest
container_name: umami
ports:
- "${PORT:-3000}:3000"
environment:
DATABASE_URL: postgresql://umami:${DB_PASSWORD:-umami_pwd}@db:5432/umami
DATABASE_TYPE: postgresql
APP_SECRET: "${APP_SECRET:-umami_matrix_secret_key}"
depends_on:
- db
restart: unless-stopped
db:
image: postgres:15-alpine
container_name: umami-db
environment:
POSTGRES_DB: umami
POSTGRES_USER: umami
POSTGRES_PASSWORD: ${DB_PASSWORD:-umami_pwd}
volumes:
- umami-db-data:/var/lib/postgresql/data
restart: unless-stopped
volumes:
umami-db-data:Frequently Asked Questions: Self-Hosted Analytics & Intelligence
What is the best open-source Analytics & Intelligence software to self-host in 2026?
Based on community adoption and GitHub velocity, Umami (39,332 GitHub stars) is the leading open-source analytics & intelligence solution. It replaces Google Analytics (GA4) and is distributed under the MIT license.
Can I deploy self-hosted Analytics & Intelligence tools using Docker Compose?
Yes. All 5 open-source analytics & intelligence projects listed on this page include production-tested Docker Compose configurations with persistent volume mounts and environment variable customization.
Which commercial SaaS products in Analytics & Intelligence can be replaced with open source?
You can replace proprietary tools including Google Analytics (GA4), Tableau / PowerBI, Mixpanel / Amplitude with self-hosted open-source equivalents, eliminating per-seat subscription costs while retaining 100% data sovereignty.
What server specs are needed to self-host Analytics & Intelligence software?
Most analytics & intelligence applications run smoothly on a standard Linux VPS with 2 vCPU and 2GB–4GB RAM ($6–$12/month on Hetzner, DigitalOcean, or Linode).