Softwr

Software · head to head

DVC vs Tableau

DVC logo

DVC

Software

Data version control for machine learning projects

From
Free
Rated
-
Tableau logo

Tableau

Software

Visual analytics platform for business intelligence

From
$70/month
Rated
-

The short version

  • Only DVC has a free tier, so it costs nothing to try first.
  • Each has a real cost: 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.; Tableau listed on UK G-Cloud at £9.47 per device per month for the Salesforce Tableau Platform edition, via reseller XMA Limited
  • They diverge on capability: DVC covers Data versioning, Tableau covers Interactive Dashboards.

Where they differ

Only the attributes on which DVC and Tableau actually diverge.

Attributes where DVC and Tableau differ
AttributeDVCTableau
Starting priceFree$70/month
Pricing modelopen-sourcesubscription
Free tierYesNo
PlatformsLinux, Mac, WindowsWeb, Desktop, Mobile
Founded20181999

Identical on both: 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 DVC

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

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.

DVC

  • Machine learningnot Tableau
  • Data analysisnot Tableau
  • Model trainingnot Tableau
  • Predictive analyticsnot Tableau

Tableau

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

Where each one falls short

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

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.

Tableau

  • Listed on UK G-Cloud at £9.47 per device per month for the Salesforce Tableau Platform edition, via reseller XMA Limited

Pricing, plan by plan

DVC

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

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 DVC if

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

Choose Tableau if

  • You need interactive dashboards.
  • You work on Web, Desktop, Mobile.
  • You also want data blending.

Questions people ask

Is DVC or Tableau better?
Neither clearly leads. DVC starts at Free and Tableau at $70/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, DVC or Tableau?
DVC has a free tier; the other does not. Paid plans start at Free for DVC and $70/month for Tableau.
Does DVC or Tableau run on more platforms?
DVC runs on Linux, Mac, Windows. Tableau runs on Web, Desktop, Mobile.
Can I use DVC for free?
Yes. DVC has a free tier, so you can try it without paying. Tableau starts at $70/month.
What is DVC best used for?
DVC is most often used for machine learning, data analysis, model training, predictive analytics. Of those, machine learning and data analysis are not what Tableau is typically brought in for.
What can DVC do that Tableau cannot?
DVC covers Data versioning, Pipeline management, Experiment tracking, Remote storage. Tableau covers Interactive Dashboards, Data Blending, Real-time Analytics, Advanced Visualizations.

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