Best for open source warehouse-native experimentation
Try GrowthBookGrowthBook is open source under MIT license with free unlimited self-host. The stats engine supports both Bayesian and frequentist methods and runs queries directly against your data warehouse (BigQuery, Snowflake, Postgres, ClickHouse, Redshift). For data-mature teams that already have a warehouse, this is the natural fit: experimentation results live in the same data layer as your analytics, with no separate event ingestion. Cloud Pro at $20/seat/month covers teams that want hosted; Enterprise covers SAML SSO and on-prem.
Strengths
- +Open source MIT (self-host fully free)
- +Warehouse-native stats (BigQuery, Snowflake, Postgres)
- +Bayesian + frequentist stats engines
- +Cloud Pro at $20/seat is below VWO and Convert
Trade-offs
- −Self-host requires DevOps capacity
- −Smaller community than Optimizely or VWO
- −UI less polished than incumbents
- Self-host
- Free unlimited
- Cloud Pro
- $20/seat/mo
- Enterprise
- Custom
- License
- MIT
Migration steps
- Decide self-host (Docker on your infrastructure) or Cloud Pro.
- Connect your data warehouse and confirm event schemas.
- Migrate active experiments by recreating the variants and exposure rules.
- Run two weeks in parallel; cancel Optimizely once GrowthBook covers your experiment volume.
Not for: Skip GrowthBook if you do not have a data warehouse or DevOps capacity; Optimizely or VWO are shaped better for those teams.
Paid plans from $20.00/mo