Software · head to head
DVC vs Alteryx
The short version
- 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.; Alteryx starter is $250 per user per month billed annually, and the Professional and Enterprise editions are quote-only
- They diverge on capability: DVC covers Data versioning, Alteryx covers Data preparation.
Where they differ
Only the attributes on which DVC and Alteryx actually diverge.
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 DVC
- Data versioning
- Pipeline management
- Experiment tracking
- Remote storage
- Git integration
- Git
- S3
- Azure Blob
Only in Alteryx
- Data preparation
- Data blending
- Predictive analytics
- Spatial analytics
- Reporting
- Python
- R
- Snowflake
Both cover
- Windows support
What people use each for
The jobs each tool is most often brought in to do.
DVC
- Machine learningnot Alteryx
- Data analysisnot Alteryx
- Model trainingnot Alteryx
- Predictive analyticsnot Alteryx
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
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.
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
Pricing, plan by plan
DVC
Free- Open SourceFree
- Data versioning
- Pipeline management
- Experiment tracking
- DVC StudioFree
- Web UI
- Team collaboration
- Visualizations
Alteryx
Free- TrialFree
- 14-day trial
- Full features
- Designer Desktop$5195/year
- Data prep
- Blending
- Analytics
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 Alteryx if
- You need data preparation.
- You want to start without paying.
- You work on Windows, Web.
- You also want data blending.
Questions people ask
- Is DVC or Alteryx better?
- Neither clearly leads. DVC starts at Free and Alteryx at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, DVC or Alteryx?
- DVC starts at Free and Alteryx at Free.
- Does DVC or Alteryx run on more platforms?
- DVC runs on Linux, Mac, Windows. Alteryx runs on Windows, Web.
- Can I use DVC for free?
- Both have a free tier, so you can try either at no cost before committing.
- 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 Alteryx is typically brought in for.
- What can DVC do that Alteryx cannot?
- DVC covers Data versioning, Pipeline management, Experiment tracking, Remote storage. Alteryx covers Data preparation, Data blending, Predictive analytics, Spatial analytics. Both handle Windows support.