Snowplowvs
RudderStack
RudderStack: Similar warehouse-first event pipeline with a different licensing history and a hosted option
Snowplow
Behavioural data pipeline you run in your own cloud, relicensed away from Apache 2.0 in 2024
As of 31 August 2026, Snowplow's pricing is not published; the vendor quotes on request. Snowplow collects event data in your own cloud account and lands it in your warehouse with a schema you define and enforce. Softwr lists it under Business Intelligence. Snowplow is made by Snowplow Analytics Limited, available on Linux, Web, Docker.
Overview
What Snowplow does
Snowplow is a behavioural data pipeline. Trackers on web, mobile and server send events to a collector running in your own cloud account, enrichment services attach context, and the events land in your warehouse or lake. Unlike a hosted analytics product, the data never leaves your infrastructure and you own it in full fidelity. Its defining technical property is schema enforcement: every event is validated against a JSON schema you define, so bad events are quarantined rather than silently corrupting the dataset. Teams building attribution, personalisation or machine learning features on event data care about this far more than about dashboards, and it is why Snowplow is chosen over the hosted analytics tools. The licence change is what should decide your evaluation. On 8 January 2024 Snowplow relicensed its core pipeline components, the collector, enrichment, loaders, Terraform modules, developer tooling such as Micro and Mini, and some data models, away from Apache 2.0. They now sit under the Snowplow Limited Use Licence Agreement, version 1.0 in January 2024 and 1.1 in December 2024, and a Snowplow Community Licence based on the Confluent Community Licence. Trackers, analytics SDKs and Iglu SDKs remain Apache 2.0. The practical effect is that free production use of the core pipeline is materially constrained and commercial or competing use requires a paid agreement; the community licence forbids offering a competing service. Organisations that adopted Snowplow specifically because it was Apache 2.0 have had to buy a licence, restrict use, or migrate, and an Apache 2.0 fork called OpenSnowcat exists precisely because of this. Buyers are data teams at companies where event data is a product input rather than a reporting artefact: retail, media, gaming, financial services. Commercial pricing is not published. If a permissive licence was part of your architectural decision, verify the current licence text against your intended use before committing.
What people use it for
- A data team that needs full-fidelity event data in its own warehouse to build attribution or machine learning features rather than to populate dashboards
- A regulated business that cannot send behavioural data to a third-party analytics vendor and must keep collection inside its own cloud account
- A product organisation tired of silently malformed events, which wants a schema contract enforced at collection time
- A company modelling customer behaviour across web, mobile and server events that needs them in one consistent structure
Related searches
The honest half
Where it falls short
Concrete and checkable, so you can decide whether any of them matter to you. This is the half of a review a vendor will not write about Snowplow.
- The core pipeline was relicensed from Apache 2.0 on 8 January 2024 to the Snowplow Limited Use Licence Agreement and a Confluent-derived community licence, so organisations that adopted it as permissively licensed software must now review their entitlement, buy a licence, or migrate.
- You run the pipeline in your own cloud, which means the infrastructure bill, the on-call rota and the upgrade work are yours, and at high event volume that operational cost frequently exceeds what a hosted product would have charged.
- Schema enforcement is the main benefit and the main friction, because every new event requires a schema to be authored and versioned, and teams without discipline around that end up blocked on their own governance process.
- There is no analysis layer: Snowplow delivers data to your warehouse and nothing else, so you still need modelling, a BI tool and the people to run them before anyone sees a number.
- The licence change fractured the community, spawning an Apache 2.0 fork, which means community contributions and third-party tooling are now split across two codebases with uncertain long-term maintenance.
Cross-shopped
What people choose instead of Snowplow
Each pairing was judged by two reviewers asking whether a buyer would genuinely weigh the two against each other. The ones that failed were deleted rather than published.
- SnowplowvsSegment
Segment: Hosted customer data platform, simpler to run but the data path goes through a vendor
- SnowplowvsPostHog
PostHog: Includes product analytics and session tools as well as collection, better if you want answers not just data
- SnowplowvsJitsu
Jitsu: Open source event pipeline for teams that specifically want a permissive licence
- SnowplowvsmParticle
mParticle: Enterprise customer data platform with stronger downstream activation to marketing tools
Pricing
What Snowplow costs
Taken from the vendor's own pricing page. Prices move, so check before you buy.
Snowplow BDP
On request
- Commercial pricing quoted by event volume and deployment
- Core pipeline components under the Snowplow Limited Use Licence Agreement, not Apache 2.0
- Trackers, analytics SDKs and Iglu SDKs remain Apache 2.0
- Cloud infrastructure costs are yours and are separate from the licence
- Annual agreement typical
Capabilities
Features
Own-cloud deployment
Collector and enrichment run in your AWS, GCP or Azure account so data never leaves your infrastructure
Schema enforcement
Every event validated against a JSON schema you define, with failed events quarantined rather than dropped silently
Warehouse loading
Loaders for Snowflake, BigQuery, Databricks, Redshift and object storage
Enrichment
Attaches geolocation, device, campaign and custom enrichment at pipeline time
Trackers
Web, mobile and server-side trackers, which remain under Apache 2.0
Streaming output
Events available on Kinesis, Pub/Sub or Kafka for real-time consumption before warehouse landing
Data models
Modelled tables for web, mobile and ecommerce behaviour, some under the new licences
Snowplow BDP
Commercial managed offering with console, quality monitoring and support
Answered, with sources
Questions people ask
Each answer names the page it came from, so you can check it rather than take our word for it.
Is Snowplow still open source?
Not in the permissive sense. On 8 January 2024 the core pipeline moved from Apache 2.0 to the Snowplow Limited Use Licence Agreement, with version 1.1 following in December 2024, alongside a community licence based on the Confluent Community Licence. Trackers and analytics SDKs remain Apache 2.0.
Can we still run it for free in production?
Free use of the relicensed core components is materially constrained and commercial use generally requires an agreement. Read the current licence text against your intended use rather than relying on older documentation.
Is there an Apache 2.0 alternative?
Yes, a fork called OpenSnowcat was created in response to the relicensing and continues under Apache 2.0.
What does Snowplow BDP cost?
Not published. It is quoted by event volume and deployment, and your own cloud infrastructure costs are separate and additional.
Keep looking
Where to go from Snowplow
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- Snowplow pricingPlans, floors and what the tiers exclude
- Snowplow badgesWhich rules it meets, and the figure behind each
- All Business Intelligence softwareThe full category
- Best Business Intelligence softwareThe shortlist, and how it was cut
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Softwr does not host reviews and shows no star rating for Snowplow, because a rating we did not collect is not ours to publish. What is here is the pricing and platform detail from the vendor’s own pages, limitations we could state concretely, and alternatives a reviewer confirmed people weigh against it. Tell us if any of it is wrong.
More on Snowplow
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Every tier, and where the cost actually lands
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Put it head to head with anything we hold
Snowplow badge
Its rating, and an embed for your own site
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