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Alteryx vs DVC

Alteryx logo

Alteryx

Software

Analytics automation 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: Alteryx starter is $250 per user per month billed annually, and the Professional and Enterprise editions are quote-only; 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: Alteryx covers Data preparation, DVC covers Data versioning.

Where they differ

Only the attributes on which Alteryx and DVC actually diverge.

Attributes where Alteryx and DVC differ
AttributeAlteryxDVC
Pricing modelsubscriptionopen-source
PlatformsWindows, WebLinux, Mac, Windows
Founded19972018

Identical on both: starting price (Free), 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 Alteryx

  • Data preparation
  • Data blending
  • Predictive analytics
  • Spatial analytics
  • Reporting
  • Python
  • R
  • Snowflake

Only in DVC

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

Both cover

  • Windows support

What people use each for

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

Alteryx

  • Data preparation and building AI-ready datasetsnot DVC
  • Predictive analytics without writing codenot DVC
  • Automating and orchestrating repeatable analytics workflowsnot DVC
  • Enterprise reporting with governed, reusable logicnot DVC
  • Connecting to Snowflake, Databricks and cloud warehouses alongside on-premises systemsnot DVC

DVC

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

Where each one falls short

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

Alteryx

  • Starter is $250 per user per month billed annually, and the Professional and Enterprise editions are quote-only
  • Automation runs are metered, with 50 included on Starter and 15,000 on Professional, and more must be bought
  • Cost depends on three separate dimensions at once: edition, user role and automation capacity
  • Advanced analytics, governance and orchestration are withheld from the entry edition

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

Alteryx

Free
  • TrialFree
    • 14-day trial
    • Full features
  • Designer Desktop$5195/year
    • Data prep
    • Blending
    • Analytics

DVC

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

Which should you pick?

Choose Alteryx if

  • You need data preparation.
  • You want to start without paying.
  • You work on Windows, Web.
  • You also want data blending.
Alteryx 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 Alteryx or DVC better?
Neither clearly leads. Alteryx 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, Alteryx or DVC?
Alteryx starts at Free and DVC at Free.
Does Alteryx or DVC run on more platforms?
Alteryx runs on Windows, Web. DVC runs on Linux, Mac, Windows.
Can I use Alteryx for free?
Both have a free tier, so you can try either at no cost before committing.
What is Alteryx best used for?
Alteryx is most often used for data preparation and building ai-ready datasets, predictive analytics without writing code, automating and orchestrating repeatable analytics workflows, enterprise reporting with governed, reusable logic. Of those, data preparation and building ai-ready datasets and predictive analytics without writing code are not what DVC is typically brought in for.
What can Alteryx do that DVC cannot?
Alteryx covers Data preparation, Data blending, Predictive analytics, Spatial analytics. DVC covers Data versioning, Pipeline management, Experiment tracking, Remote storage. Both handle Windows support.
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