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Machine Learning · head to head

Anaconda vs Python

Anaconda logo

Anaconda

Machine Learning

The world's most popular data science platform

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: Anaconda dependency resolution slower than pip due to SAT solver complexity; Python no built-in GUI module in standard library; requires third-party libraries for desktop applications
  • They diverge on capability: Anaconda covers Conda package manager, Python covers High-level syntax.

Where they differ

Only the attributes on which Anaconda and Python actually diverge.

Attributes where Anaconda and Python differ
AttributeAnacondaPython
Pricing modelUnknownopen-source
PlatformsWindows, macOS, Linux, Web/CloudWindows, macOS, Linux, Android, iOS
Founded20121991

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 Anaconda

  • Conda package manager
  • Environment management
  • 1500+ packages
  • Navigator GUI
  • Cross-platform support
  • VS Code
  • PyCharm
  • RStudio

Only in Python

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

Both cover

  • Jupyter

What people use each for

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

Anaconda

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

Python

  • General-purpose programmingnot Anaconda
  • Data analysis
  • Web developmentnot Anaconda
  • Automationnot Anaconda
  • 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.

Anaconda

  • Dependency resolution slower than pip due to SAT solver complexity
  • Not all PyPI packages available through default Anaconda repository
  • Requires paid licenses for organizations with 200+ employees
  • Larger disk footprint than minimal Python installations

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

Anaconda

Free
  • FreeFree
    • 600+ pre-installed packages
    • Anaconda Navigator
    • 5GB cloud storage
  • Starter$15/month
    • 10GB cloud storage per user
    • Professional development environment
    • Team workspace controls
  • Business$50/month
    • Automated vulnerability scanning
    • Audit trails
    • Enterprise SSO

Python

Free

No published plan breakdown. See the Python review.

Which should you pick?

Choose Anaconda if

  • You need conda package manager.
  • You want to start without paying.
  • You work on Windows, macOS, Linux, Web/Cloud.
  • You also want environment management.
Anaconda 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 Anaconda or Python better?
Neither clearly leads. Anaconda 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, Anaconda or Python?
Anaconda starts at Free and Python at Free.
Does Anaconda or Python run on more platforms?
Anaconda runs on Windows, macOS, Linux, Web/Cloud. Python runs on Windows, macOS, Linux, Android, iOS.
Can I use Anaconda for free?
Both have a free tier, so you can try either at no cost before committing.
What is Anaconda best used for?
Anaconda 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 Anaconda do that Python cannot?
Anaconda covers Conda package manager, Environment management, 1500+ packages, Navigator GUI. Python covers High-level syntax, Interpreted execution, Object-oriented programming, Dynamic typing. Both handle Jupyter.

Answered from the vendors’ own pages

Anaconda: Does Anaconda have a free version?

Yes. Anaconda Distribution is free and includes 600+ pre-installed data science packages, Navigator, and 5GB of cloud storage. Organizations with 200+ employees must use paid plans unless they qualify for academic or non-profit exemptions.

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
Anaconda: What is the difference between Anaconda Distribution and Miniconda?

Anaconda Distribution includes 600+ pre-installed packages optimized for data science out of the box. Miniconda is lightweight with only conda, Python, and essential packages, requiring manual installation of additional libraries.

Source
Anaconda: Does Anaconda integrate with VS Code?

Yes. Anaconda environments can be activated in VS Code, and you can run Jupyter Notebooks directly. Both JupyterLab and conda can be managed through the VS Code Jupyter extension.

Source
Anaconda: What platforms does Anaconda support?

Anaconda runs on Windows, macOS, and Linux, with cloud-based deployment options. Anaconda Notebooks provides a cloud-based JupyterLab environment requiring no local installation.

Source
Anaconda: Do all PyPI packages work with Anaconda?

Not all PyPI packages are available through Anaconda's default conda repository. When a package is unavailable in conda, you can install it from conda-forge or pip as an alternative.

Source
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