PostHog: an analytics platform for product teams
PostHog is an open-source product analytics platform. Event analytics, session recordings, feature flags, A/B tests and surveys come together in one product. For web app and SaaS teams it is more product-focused than GA4.
- Type
- Product analytics
- Price
- Free tier, then usage-based
- Hosting
- Cloud and self-hosted
- Code
- Open source
What is PostHog?
PostHog records every step a user takes in the product as an event and ties it to that user's profile. Alongside funnel, retention and trend reports you can jump to that user's session recording to see the problem.
Its biggest strength is having it all in one place: you release a new feature to 10% of users with a feature flag, measure its effect in the same platform and roll it out to everyone based on the result.
What PostHog makes possible
Funnels and retention
Activation and return analysis.
Session recordings
Watching the moment the problem happens.
Feature flags
Gradual feature roll-outs.
A/B tests
Experiments with statistical results.
In-product surveys
Asking users at the right moment.
Warehouse export
Export to BigQuery and other warehouses.
What PostHog works with
- Open the guide
GrowthBook
An open-source feature flag and A/B testing platform.
- Open the guide
Google BigQuery
A serverless data warehouse. GA4 raw data and large-scale SQL analysis.
- Open the guide
Supabase
An open-source backend on Postgres: auth, storage, API.
- Open the guide
Google Tag Manager
Managing tracking tags and the dataLayer without code.
My experience
Projects where I used PostHog:
- [Project: brand, what I built, result %]
- [Project: brand, what I built, result %]
PostHog resources
Questions about PostHog
Is PostHog free?
Each product has a monthly free tier. Beyond it you pay for usage.
How is it different from GA4?
GA4 is strong on marketing and traffic sources. PostHog is strong on in-product behaviour, user profiles and experiments.
Is there a self-hosted version?
Yes, but at large volumes I recommend Cloud: running the infrastructure is a job of its own.