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Software · head to head

Apache Superset vs DVC

Apache Superset logo

Apache Superset

Software

Modern data exploration and visualization platform

From
Free
Rated
-
Full reviewWebsite
DVC logo

DVC

Software

Data version control for machine learning projects

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Apache Superset distributed under Apache License 2.0 with no official vendor-hosted SaaS; deploying it requires self-managed infrastructure since the Apache Software Foundation does not sell a managed offering.; DVC dVC is Apache 2.0 licensed open source with no enterprise tier or paid support offering documented in the project itself; teams needing SLA-backed support get nothing from the DVC project directly.
  • They diverge on capability: Apache Superset covers 40+ Visualizations, DVC covers Data versioning.

Where they differ

Only the attributes on which Apache Superset and DVC actually diverge.

Attributes where Apache Superset and DVC differ
AttributeApache SupersetDVC
PlatformsWeb, Self-hosted, DockerLinux, Mac, Windows
Founded19992018

Identical on both: starting price (Free), pricing model (open-source), free tier (Yes), user rating (Not yet rated), category (Unknown).

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 Apache Superset

  • 40+ Visualizations
  • SQL IDE
  • Semantic Layer
  • Caching
  • Security
  • PostgreSQL
  • MySQL
  • Presto

Only in DVC

  • Data versioning
  • Pipeline management
  • Experiment tracking
  • Remote storage
  • Git integration
  • Git
  • S3
  • Azure Blob

What people use each for

The jobs each tool is most often brought in to do.

Apache Superset

  • Self-service analyticsnot DVC
  • Data explorationnot DVC
  • Ad-hoc reportingnot DVC
  • Collaborative analysisnot DVC
  • Embedded analyticsnot DVC

DVC

  • Machine learningnot Apache Superset
  • Data analysisnot Apache Superset
  • Model trainingnot Apache Superset
  • Predictive analyticsnot Apache Superset

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Apache Superset

  • Distributed under Apache License 2.0 with no official vendor-hosted SaaS; deploying it requires self-managed infrastructure since the Apache Software Foundation does not sell a managed offering.

DVC

  • DVC is Apache 2.0 licensed open source with no enterprise tier or paid support offering documented in the project itself; teams needing SLA-backed support get nothing from the DVC project directly.

Pricing, plan by plan

Apache Superset

Free
  • Open SourceFree
    • Full Features
    • Self-hosted
    • Community Support

DVC

Free
  • Open SourceFree
    • Data versioning
    • Pipeline management
    • Experiment tracking
  • DVC StudioFree
    • Web UI
    • Team collaboration
    • Visualizations

Which should you pick?

Choose Apache Superset if

  • You need 40+ visualizations.
  • You want to start without paying.
  • You work on Web, Self-hosted, Docker.
  • You also want sql ide.
Apache Superset review

Choose DVC if

  • You need data versioning.
  • You want to start without paying.
  • You work on Linux, Mac, Windows.
  • You also want pipeline management.
DVC review

Questions people ask

Is Apache Superset or DVC better?
Neither clearly leads. Apache Superset starts at Free and DVC at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Apache Superset or DVC?
Apache Superset starts at Free and DVC at Free.
Does Apache Superset or DVC run on more platforms?
Apache Superset runs on Web, Self-hosted, Docker. DVC runs on Linux, Mac, Windows.
Can I use Apache Superset for free?
Both have a free tier, so you can try either at no cost before committing.
What is Apache Superset best used for?
Apache Superset is most often used for self-service analytics, data exploration, ad-hoc reporting, collaborative analysis. Of those, self-service analytics and data exploration are not what DVC is typically brought in for.
What can Apache Superset do that DVC cannot?
Apache Superset covers 40+ Visualizations, SQL IDE, Semantic Layer, Caching. DVC covers Data versioning, Pipeline management, Experiment tracking, Remote storage.
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