Snowplow
The right pick for engineering-led teams who want full ownership of granular, warehouse-native event data and are willing to run (or pay Snowplow to run) real data infrastructure — not a fit for a marketer who wants a point-and-click CDP.
What it does
Snowplow is a behavioral data platform that captures granular, first-party event data (clicks, pageviews, custom events) and pipes it, schema-validated, directly into a company's own data warehouse — rather than locking it inside a third-party CDP's proprietary storage. It's built for teams that want the raw event stream itself, so they can build their own attribution models, machine learning features, or CDP-style audiences on top with full control over the logic. Snowplow BDP Cloud is the fully managed version; BDP Enterprise deploys in a private cloud environment for teams with stricter security or SLA needs. Both are priced on monthly event volume through a custom quote. The free Community Edition is genuinely open source but requires real DevOps investment to run in production.
Who this helps
You want raw, first-party event data in your own data warehouse.
You don't want behavioral data locked in a vendor's storage.
You have data engineers who can work with an event pipeline.
You need schema-validated, granular tracking.
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