Open Source Analytics

A list of open-source analytics tools that you can self-host in your own cloud or server.

Open Source Analytics
Photo by Solen Feyissa / Unsplash

Artificial Intelligence

  • Jan - Open Source ChatGTP alternative that runs locally

Understand behaviour

Experimentation and testing

  • GrowthBook - feature flagging and a/b testing
  • PostHog - a beast with multiple included tools
  • OpenReplay - session replay and analytics
  • Mojoto - super light platform split test experiment
  • Wasabi - AB testing

Analytics layer and customer data

Get and move data

  • Airbyte - ELT. Get data from 100s of sources (Google Analytics, Shopify, etc…) to your data warehouse
  • Apache Airflow
  • Meltano - ELT for the code-first heroes
  • Singer - code-first ETL

Visualize data

  • Lightdash - a dbt-first BI tool known as a Looker alternative (this caught my attention)
  • Apache Superset - super complete BI tool from the guys of Airbnb
  • Metabase - a Looker-like data visualization platform that does not require dbt
  • Amundsen - data catalogue by Lyft
  • EDA Hastic - Pattern and anomaly detection for Grafana
  • Grafana
  • Redash

Privacy and compliance

  • Ethyca - privacy and compliance software

Others