GrowthBook

GrowthBook is an open-source feature flagging and A/B testing platform that lets teams run experiments and manage feature rollouts using their existing data warehouse, rather than relying on a separate analytics silo. This warehouse-native, open-source approach is its defining feature: GrowthBook connects to the data you already have (in warehouses like Snowflake, BigQuery and others), so your experiment results are based on your real, trusted metrics, and you maintain control and ownership over your data and infrastructure.

The platform provides feature flags to roll out and control features safely — gradual releases, targeting and instant rollbacks — alongside a powerful experimentation engine for running A/B tests and analyzing their statistical results. Because it queries your data warehouse for results, you can measure the impact of experiments on the metrics that matter to your business using data you trust, without duplicating tracking or depending on a vendor's numbers. Being open source, GrowthBook can be self-hosted for full control, privacy and cost efficiency, with a managed cloud option available, and it benefits from transparency and community contributions.

GrowthBook is popular with product, engineering and data teams that want a rigorous, data-driven approach to experimentation and feature management while keeping their data in their own warehouse and avoiding lock-in. Its combination of feature flags, warehouse-native experimentation and open source appeals especially to data-mature teams and those who value ownership and flexibility. As experimentation becomes a core practice for building better products and companies increasingly centralize their data in warehouses, warehouse-native, open-source experimentation tools are a natural fit. For teams that want to manage feature flags and run trustworthy A/B tests using their existing data warehouse — with the freedom of open source — GrowthBook offers a capable, transparent and well-designed solution.