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Machine Learning · head to head

JMP vs Python

JMP logo

JMP

Machine Learning

Statistical discovery software from SAS

From
Free
Rated
-
Full reviewWebsite
Python logo

Python

Machine Learning

Programming language that lets you work quickly

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: JMP pricing information not published on main website; requires following purchase or trial links to view rates; Python no built-in GUI module in standard library; requires third-party libraries for desktop applications
  • They diverge on capability: JMP covers Interactive statistics, Python covers High-level syntax.

Where they differ

Only the attributes on which JMP and Python actually diverge.

Attributes where JMP and Python differ
AttributeJMPPython
Pricing modelsubscriptionopen-source
PlatformsMac, WindowsWindows, macOS, Linux, Android, iOS
Founded19761991

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated), category (Machine Learning).

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 JMP

  • Interactive statistics
  • Dynamic visualization
  • Design of experiments
  • Predictive modeling
  • Quality control
  • SAS
  • Python
  • R

Only in Python

  • High-level syntax
  • Interpreted execution
  • Object-oriented programming
  • Dynamic typing
  • Extensive standard library
  • Package management (pip)
  • Interactive shell
  • Cross-platform compatibility

What people use each for

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

JMP

  • Machine learning
  • Data analysis
  • Model trainingnot Python
  • Predictive analyticsnot Python

Python

  • General-purpose programmingnot JMP
  • Data analysis
  • Web developmentnot JMP
  • Automationnot JMP
  • Machine learning

Both are used for machine learning, data analysis, on those jobs the choice comes down to price and fit rather than capability.

Where each one falls short

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

JMP

  • Pricing information not published on main website; requires following purchase or trial links to view rates
  • No publicly listed pricing tiers or feature comparison by cost

Python

  • No built-in GUI module in standard library; requires third-party libraries for desktop applications
  • Global Interpreter Lock (GIL) limits true multithreading for CPU-bound operations

Pricing, plan by plan

JMP

Free
  • TrialFree
    • 30-day trial
    • Full features
  • JMP$1785/year
    • Core JMP
    • Standard features

Python

Free

No published plan breakdown. See the Python review.

Which should you pick?

Choose JMP if

  • You need interactive statistics.
  • You want to start without paying.
  • You work on Mac, Windows.
  • You also want dynamic visualization.
JMP review

Choose Python if

  • You need high-level syntax.
  • You want to start without paying.
  • You work on Windows, macOS, Linux, Android, iOS.
  • You also want interpreted execution.
Python review

Questions people ask

Is JMP or Python better?
Neither clearly leads. JMP starts at Free and Python at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, JMP or Python?
JMP starts at Free and Python at Free.
Does JMP or Python run on more platforms?
JMP runs on Mac, Windows. Python runs on Windows, macOS, Linux, Android, iOS.
Can I use JMP for free?
Both have a free tier, so you can try either at no cost before committing.
What is JMP best used for?
JMP is most often used for machine learning, data analysis, model training, predictive analytics. Of those, model training and predictive analytics are not what Python is typically brought in for.
What can JMP do that Python cannot?
JMP covers Interactive statistics, Dynamic visualization, Design of experiments, Predictive modeling. Python covers High-level syntax, Interpreted execution, Object-oriented programming, Dynamic typing.

Answered from the vendors’ own pages

JMP: How much does JMP cost?

JMP pricing is not displayed on the main website. The site offers options to Try JMP for free or Buy JMP, but specific pricing details are not visible until users follow the purchase or trial links. Exact costs and licensing options must be obtained through the purchase flow.

Source
Python: How much does Python cost?

Python is free and open source. The Python Software Foundation accepts voluntary donations and memberships but does not charge for using Python itself.

Source
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