Business Intelligence · head to head
Snowplow vs Tableau

Snowplow
Business Intelligence
Behavioural data pipeline you run in your own cloud, relicensed away from Apache 2.0 in 2024
- From
- On request
- Rated
- -

Tableau
Spreadsheets
Visual analytics platform for business intelligence
- From
- $70/month
- Rated
- -
The short version
- Each has a real cost: 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.; Tableau pricing not displayed on product homepage; vendors require visit to pricing calculator or sales contact
- They diverge on capability: Snowplow covers Own-cloud deployment, Tableau covers Interactive Dashboards.
- Prices and features above were last checked on 31 August 2026.
Where they differ
Only the attributes on which Snowplow and Tableau actually diverge.
Identical on both: free tier (No), user rating (Not yet rated).
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 Snowplow
- Own-cloud deployment
- Schema enforcement
- Warehouse loading
- Enrichment
- Trackers
- Streaming output
- Data models
- Snowplow BDP
Only in Tableau
- Interactive Dashboards
- Data Blending
- Real-time Analytics
- Advanced Visualizations
- Mobile Support
- Salesforce
- SAP
- Oracle
What people use each for
The jobs each tool is most often brought in to do.
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 Tableau
- A regulated business that cannot send behavioural data to a third-party analytics vendor and must keep collection inside its own cloud accountnot Tableau
- A product organisation tired of silently malformed events, which wants a schema contract enforced at collection timenot Tableau
- A company modelling customer behaviour across web, mobile and server events that needs them in one consistent structurenot Tableau
Tableau
- Business analytics dashboards for sales, finance, and HR departmentsnot Snowplow
- Real-time operational KPI monitoring for manufacturing and retailnot Snowplow
- Interactive data visualization for market analysis and competitive intelligencenot Snowplow
- Self-service analytics for business users without SQL knowledgenot Snowplow
- Enterprise data governance and governed analytics deploymentnot Snowplow
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
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.
Tableau
- Pricing not displayed on product homepage; vendors require visit to pricing calculator or sales contact
Pricing, plan by plan
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
Tableau
$70/month- Creator$70/month
- Full authoring capabilities
- Prep Builder
- Data Management
- Explorer$42/month
- Web editing
- Self-service analytics
- Viewer$15/month
- View and interact with dashboards
Which should you pick?
Choose Snowplow if
- You need own-cloud deployment.
- You work on Linux, Web, Docker.
- You also want schema enforcement.
Choose Tableau if
- You need interactive dashboards.
- You work on Web, Desktop, Mobile.
- You also want data blending.
Questions people ask
- Is Snowplow or Tableau better?
- Neither clearly leads. Snowplow starts at On request and Tableau at $70/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Snowplow or Tableau?
- Snowplow starts at On request and Tableau at $70/month.
- Does Snowplow or Tableau run on more platforms?
- Snowplow runs on Linux, Web, Docker. Tableau runs on Web, Desktop, Mobile.
- What is Snowplow best used for?
- Snowplow is most often used 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. Of those, 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 and a regulated business that cannot send behavioural data to a third-party analytics vendor and must keep collection inside its own cloud account are not what Tableau is typically brought in for.
- What can Snowplow do that Tableau cannot?
- Snowplow covers Own-cloud deployment, Schema enforcement, Warehouse loading, Enrichment. Tableau covers Interactive Dashboards, Data Blending, Real-time Analytics, Advanced Visualizations.
Answered from the vendors’ own pages
Snowplow: 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.
Tableau: How much does Tableau Cloud cost?
Tableau does not list Cloud pricing on its homepage. Customers can use the Tableau pricing calculator or contact sales for rate information.
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.
Tableau: What is the cost of Tableau Server on-premise?
Tableau Server pricing is not published on the product website. Licensing costs are available through the Tableau sales team or pricing calculator.
SourceSnowplow: 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.
Tableau: Does Tableau offer a free or trial version?
Tableau Desktop is available for free download. Tableau Cloud and Server require licensing purchases; pricing is accessed via the calculator or sales contact.
SourceSnowplow: 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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