Best for warehouse-native data teams
Try RudderStackRudderStack treats the warehouse as the system of record. Events flow into your BigQuery, Snowflake, Redshift, or Postgres warehouse and get fanned out to destinations from there. The Free tier covers 1 million events per month with open source SDKs. Starter at $300/mo covers 5M events with reverse ETL included. For data teams with serious warehouse investment (dbt models, data marts, governance), RudderStack's architecture matches the way they already think; Segment's hosted event store becomes redundant.
Strengths
- +1M events free with open source SDKs
- +Warehouse-native (BigQuery, Snowflake, Redshift, Postgres)
- +$300/mo Starter includes reverse ETL
- +Open source SDKs reduce vendor lock-in
Trade-offs
- −Starter at $300/mo is meaningful entry cost
- −Setup requires warehouse capacity and data-team familiarity
- −Smaller marketplace of pre-built destinations than Segment
- Free
- 1M events/mo
- Starter
- $300/mo, 5M events
- Growth
- Custom volume + features
- Enterprise
- Custom + on-prem
Migration steps
- Set up RudderStack alongside Segment for parallel ingestion (no traffic cutover yet).
- Configure warehouse as the destination first, then add downstream tools.
- Verify event schemas match between Segment and RudderStack outputs.
- Cut SDK traffic to RudderStack only; cancel Segment after 30-day verification window.
Not for: Avoid RudderStack if you do not have a data warehouse or a data team to operate it; PostHog or June are sized better for product-led teams without that infrastructure.
Paid plans from $300.00/mo