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Software · head to head

Domino Data Lab vs Orange

Domino Data Lab logo

Domino Data Lab

Software

Enterprise MLOps platform

From
Free
Rated
-
Orange logo

Orange

Software

Data mining and visualization toolkit

From
Free
Rated
-

The short version

  • Each has a real cost: Domino Data Lab pricing is by quote only: the pricing page publishes no rate and no minimum, and the tier breakdown is behind a downloadable datasheet form; Orange orange is licensed under the GNU General Public License version 3, so distributing modified or derived software requires releasing the source under the GPL
  • They diverge on capability: Domino Data Lab covers Reproducible environments, Orange covers Visual programming.

Where they differ

Only the attributes on which Domino Data Lab and Orange actually diverge.

Attributes where Domino Data Lab and Orange differ
AttributeDomino Data LabOrange
Pricing modelsubscriptionopen-source
PlatformsWebLinux, Mac, Windows
Founded20131996

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 Domino Data Lab

  • Reproducible environments
  • Model registry
  • Model monitoring
  • Collaboration
  • Governance
  • AWS
  • Azure
  • GCP

Only in Orange

  • Visual programming
  • Data visualization
  • Machine learning
  • Text mining
  • Bioinformatics
  • Python
  • scikit-learn
  • PyQt

What people use each for

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

Domino Data Lab

  • Running reproducible data science workspaces and experiments on shared computenot Orange
  • Deploying and monitoring models with governance controlsnot Orange
  • Giving regulated enterprises a self managed MLOps platformnot Orange

Orange

  • Visual programming for data mining and machine learning workflowsnot Domino Data Lab
  • Teaching data science without writing codenot Domino Data Lab
  • Exploratory data visualisation and clustering on tabular datanot Domino Data Lab

Where each one falls short

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

Domino Data Lab

  • Pricing is by quote only: the pricing page publishes no rate and no minimum, and the tier breakdown is behind a downloadable datasheet form
  • Licensing is split by user type, with separate data science professional, data analyst, service account and admin licences
  • FinOps, Nexus and Governance are paid add on modules rather than part of the platform
  • Support level is a separate priced choice
  • Self managed VPC or on premises deployment requires the Premium tier or higher
  • No free trial is offered on the pricing page

Orange

  • Orange is licensed under the GNU General Public License version 3, so distributing modified or derived software requires releasing the source under the GPL
  • The widgets and canvas are built on Qt, which is itself distributed under GPL 3.0
  • Orange add-ons may carry additional licensing requirements set in their own licence files
  • Documentation and website content are under Creative Commons Attribution-ShareAlike, which imposes an attribution and share-alike obligation on reuse
  • The software is distributed without any warranty of merchantability or fitness for a particular purpose

Pricing, plan by plan

Domino Data Lab

Free
  • TrialFree
    • 14-day trial
    • Full features
  • EnterpriseFree
    • Full platform
    • Enterprise support
    • SLA

Orange

Free
  • Open SourceFree
    • Visual programming
    • Machine learning
    • Data visualization

Which should you pick?

Choose Domino Data Lab if

  • You need reproducible environments.
  • You want to start without paying.
  • You also want model registry.

Choose Orange if

  • You need visual programming.
  • You want to start without paying.
  • You work on Linux, Mac, Windows.
  • You also want data visualization.

Questions people ask

Is Domino Data Lab or Orange better?
Neither clearly leads. Domino Data Lab starts at Free and Orange at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Domino Data Lab or Orange?
Domino Data Lab starts at Free and Orange at Free.
Does Domino Data Lab or Orange run on more platforms?
Domino Data Lab runs on Web. Orange runs on Linux, Mac, Windows.
Can I use Domino Data Lab for free?
Both have a free tier, so you can try either at no cost before committing.
What is Domino Data Lab best used for?
Domino Data Lab is most often used for running reproducible data science workspaces and experiments on shared compute, deploying and monitoring models with governance controls, giving regulated enterprises a self managed mlops platform. Of those, running reproducible data science workspaces and experiments on shared compute and deploying and monitoring models with governance controls are not what Orange is typically brought in for.
What can Domino Data Lab do that Orange cannot?
Domino Data Lab covers Reproducible environments, Model registry, Model monitoring, Collaboration. Orange covers Visual programming, Data visualization, Machine learning, Text mining.

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