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Machine Learning & Data Science · head to head

IBM SPSS vs Orange

IBM SPSS logo

IBM SPSS

Machine Learning & Data Science

Statistical analysis software for data science

From
Free
Rated
-
Full reviewWebsite
Orange logo

Orange

Machine Learning & Data Science

Data mining and visualization toolkit

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: IBM SPSS add-on packages are priced separately from the base subscription, and the promotional 45% discount on them excludes renewals; 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: IBM SPSS covers Statistical analysis, Orange covers Visual programming.

Where they differ

Only the attributes on which IBM SPSS and Orange actually diverge.

Attributes where IBM SPSS and Orange differ
AttributeIBM SPSSOrange
Pricing modelsubscriptionopen-source
Founded19111996

Identical on both: starting price (Free), free tier (Yes), platforms (Linux, Mac, Windows), user rating (Not yet rated), category (Machine Learning & Data Science).

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 IBM SPSS

  • Statistical analysis
  • Predictive modeling
  • Survey analysis
  • Decision trees
  • R
  • Excel
  • SQL databases

Only in Orange

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

Both cover

  • Data visualization
  • Python
  • Linux support
  • Mac support
  • Windows support

What people use each for

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

IBM SPSS

  • Statistical testing and regression analysis for academic and market researchnot Orange
  • Predictive modelling and forecasting without writing codenot Orange

Orange

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

Where each one falls short

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

IBM SPSS

  • Add-on packages are priced separately from the base subscription, and the promotional 45% discount on them excludes renewals
  • Subscription cost renews at the then current price at the end of the first year, so the advertised rate applies to the first term only
  • Prices shown are described by IBM as indicative, vary by country and exclude applicable taxes and duties
  • Extended access periods of 12 months or more are handled as tailored pricing rather than a published rate
  • Advanced statistics, custom tables, decision trees and forecasting are separate add-ons rather than part of the base product

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

IBM SPSS

Free
  • TrialFree
    • 14-day trial
    • Full features
  • Base$99/month
    • Core statistics
    • Data management

Orange

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

Which should you pick?

Choose IBM SPSS if

  • You need statistical analysis.
  • You want to start without paying.
  • You work on Linux, Mac, Windows.
  • You also want predictive modeling.
IBM SPSS review

Choose Orange if

  • You need visual programming.
  • You want to start without paying.
  • You work on Linux, Mac, Windows.
  • You also want machine learning.
Orange review

Questions people ask

Is IBM SPSS or Orange better?
Neither clearly leads. IBM SPSS 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, IBM SPSS or Orange?
IBM SPSS starts at Free and Orange at Free.
Does IBM SPSS or Orange run on more platforms?
Both run on Linux, Mac, Windows, so platform support will not decide this one for you.
Can I use IBM SPSS for free?
Both have a free tier, so you can try either at no cost before committing.
What is IBM SPSS best used for?
IBM SPSS is most often used for statistical testing and regression analysis for academic and market research, predictive modelling and forecasting without writing code. Of those, statistical testing and regression analysis for academic and market research and predictive modelling and forecasting without writing code are not what Orange is typically brought in for.
What can IBM SPSS do that Orange cannot?
IBM SPSS covers Statistical analysis, Predictive modeling, Survey analysis, Decision trees. Orange covers Visual programming, Machine learning, Text mining, Bioinformatics. Both handle Data visualization, Python, Linux support, Mac support.
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