Business Intelligence · head to head
Glean vs Snowplow
Snowplow
Business Intelligence
Behavioural data pipeline you run in your own cloud, relicensed away from Apache 2.0 in 2024
- From
- On request
- Rated
- -
The short version
- Each has a real cost: Glean no pricing published on website; enterprise sales model requires demo request; 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.
- Prices and features above were last checked on 31 August 2026.
Where they differ
Only the attributes on which Glean and Snowplow actually diverge.
Identical on both: starting price (On request), pricing model (quote), free tier (No), user rating (Not yet rated), category (Business Intelligence).
What each one covers
Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.
Only in Glean
Nothing recorded that Snowplow does not also cover.
Only in Snowplow
- Own-cloud deployment
- Schema enforcement
- Warehouse loading
- Enrichment
- Trackers
- Streaming output
- Data models
- Snowplow BDP
What people use each for
The jobs each tool is most often brought in to do.
Glean
- Onboarding new employees across distributed teams to company knowledgenot Snowplow
- Maintaining centralized searchable intranet for compliance requirementsnot Snowplow
- Surfacing historical archived content for editorial and sales teamsnot Snowplow
- Creating AI agents through natural language without engineersnot Snowplow
- Reducing language model costs by filtering unnecessary datanot Snowplow
Snowplow
- A data team that needs full-fidelity event data in its own warehouse to build attribution or machine learning features rather than to populate dashboardsnot Glean
- A regulated business that cannot send behavioural data to a third-party analytics vendor and must keep collection inside its own cloud accountnot Glean
- A product organisation tired of silently malformed events, which wants a schema contract enforced at collection timenot Glean
- A company modelling customer behaviour across web, mobile and server events that needs them in one consistent structurenot Glean
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Glean
- No pricing published on website; enterprise sales model requires demo request
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.
Pricing, plan by plan
Glean
On requestNo published plan breakdown. See the Glean review.
Snowplow
On request- Snowplow BDP$undefined/year
- 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
Which should you pick?
Choose Glean if
Nothing in the data separates Glean from Snowplow on the points above - pick on price and on how each one feels to use.
Choose Snowplow if
- You need own-cloud deployment.
- You work on Linux, Web, Docker.
- You also want schema enforcement.
Questions people ask
- Is Glean or Snowplow better?
- Neither clearly leads. Glean starts at On request and Snowplow at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Glean or Snowplow?
- Glean starts at On request and Snowplow at On request.
- Does Glean or Snowplow run on more platforms?
- Glean runs on Web. Snowplow runs on Linux, Web, Docker.
- What is Glean best used for?
- Glean is most often used for onboarding new employees across distributed teams to company knowledge, maintaining centralized searchable intranet for compliance requirements, surfacing historical archived content for editorial and sales teams, creating ai agents through natural language without engineers. Of those, onboarding new employees across distributed teams to company knowledge and maintaining centralized searchable intranet for compliance requirements are not what Snowplow is typically brought in for.
- What can Glean do that Snowplow cannot?
- Snowplow covers Own-cloud deployment, Schema enforcement, Warehouse loading, Enrichment.
Answered from the vendors’ own pages
Glean: How much does Glean cost?
Glean does not publish pricing on its website. The platform uses an enterprise sales model where customers request a demo and pricing is determined through direct consultation with the sales team.
SourceSnowplow: 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.
Glean: Does Glean offer a free tier or trial?
No free tier information is available on Glean's website. Interested users must request a demo to learn about trial options and pricing.
SourceSnowplow: 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.
Snowplow: 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.
Snowplow: 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.
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