# R (programming language) Alternatives

R (programming language) is described as 'R is a free software environment for statistical computing and graphics' and is a well-known app in the Development category. There are more than 50 alternatives to R (programming language) for a variety of platforms, including Windows, Linux, Mac, Online / Web-based and Android. The best alternative is Python, which is both free and Open Source. Other great apps like R (programming language) are GNU Octave (Free, Open Source), MATLAB (Paid), Julia (Free, Open Source) and Mathematica (Paid).

- Python is an interpreted, interactive, object-oriented, extensible programming language. It provides an extraordinary combination of clarity and versatility, and is free and comprehensively ported.
- Free • Open Source
- Mac
- Windows
- Linux
- Symbian S60
- BSD
- AROS
- Haiku
- AmigaOS
- OpenSolaris
- MorphOS

- Octave is a computer program for performing numerical computations which is mostly compatible with MATLAB. It is part of the GNU Project. It is free software under the terms of the GNU General Public License.
- MATLAB is a numerical computing environment and programming language. Maintained by The MathWorks, MATLAB allows easy matrix manipulation, plotting of functions and data, implementation of algorithms, creation of user interfaces, and interfacing with programs in other languages.
- Paid • Proprietary
- Mac
- Windows
- Linux
- Online
- Android
- iPhone
- iPad

- Julia is a high-level, high-performance dynamic programming language for technical computing, with syntax that is familiar to users of other technical computing environments.
- Free • Open Source
- Mac
- Windows
- Linux

##### Julia vs R (programming language) opinions

Looks like Python Runs like C - Mathematica is a computational software program used widely in scientific, engineering, and mathematical fields and other areas of technical computing.
- Paid • Proprietary
- Mac
- Windows
- Linux
- Online

##### Mathematica vs R (programming language) opinions

It's a symbolic programming language, superior on calculations than R and Python. - Scilab is a scientific software package for numerical computations providing a powerful open computing environment for engineering and scientific applications.
- SageMath is a free open-source mathematics software system licensed under the GPL. It builds on top of many existing open-source packages: NumPy, SciPy, matplotlib, Sympy, Maxima, GAP, FLINT, R and many more.
- SciPy (pronounced "Sigh Pie") is open-source software for mathematics, science, and engineering. It is also the name of a very popular conference on scientific programming with Python.
- PSPP is a free software application for analysis of sampled data. It has a graphical user interface and conventional command line interface. It is written in C, uses GNU Scientific Library for its mathematical routines, and plotutils for generating graphs.
- Nim is a statically typed, imperative programming language with a powerful macro system that tries to give the programmer ultimate power without compromises on runtime efficiency.
- Free • Open Source
- Mac
- Windows
- Linux
- BSD