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GNU Octave VS Modelio

Compare GNU Octave VS Modelio and see what are their differences

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  3. » Reviews
  4. » Alternatives

GNU Octave logo GNU Octave

GNU Octave is a programming language for scientific computing.

Modelio logo Modelio

Modelio is an open source modeling tool supporting natively UML, BPMN and model exchange with XMI.
  • GNU Octave Landing page
    Landing page //
    2022-08-07
  • Modelio Landing page
    Landing page //
    2023-04-25

GNU Octave features and specs

  • Free and Open Source
    GNU Octave is completely free to use and distribute. Its source code is available for anyone to inspect, modify, and enhance, providing transparency and community-driven improvements.
  • MATLAB Compatibility
    Octave aims to be mostly compatible with MATLAB, meaning that many scripts and functions written for MATLAB can run in Octave with little or no modification.
  • Extensive Documentation
    Octave has comprehensive documentation, tutorials, and a vast array of user-contributed content, easing the learning curve for new users.
  • Flexible Integration
    Octave can interface with various programming languages such as C, C++, Fortran, and Python, making it versatile for different types of projects and workflows.
  • Powerful Plotting Capabilities
    Octave includes features for generating high-quality plots and visualizations, which are essential for data analysis and presentation.

Possible disadvantages of GNU Octave

  • Performance
    In some cases, Octave may be slower than MATLAB, especially for highly optimized or proprietary algorithms that MATLAB handles more efficiently.
  • GUI and Toolboxes
    While Octave offers a graphical user interface, it is not as polished as MATLAB's. Additionally, the range and quality of toolboxes available in Octave can be more limited compared to MATLAB's extensive and well-supported toolboxes.
  • Community Support
    Although there is a supportive community around Octave, the user base and available support resources are smaller compared to MATLAB's extensive network of forums, user groups, and customer support.
  • Learning Curve for Advanced Features
    While basic operations are straightforward, mastering advanced features and customizations in Octave can require a deeper understanding of its architecture and available functions.
  • Less Industry Adoption
    MATLAB is widely used in industry for research, engineering, and analytics. Octave, being an open-source alternative, lacks the same level of commercial adoption and institutional support, which can be a drawback in professional settings.

Modelio features and specs

  • Open Source
    Modelio is freely available as open-source software, which means there are no licensing costs, and it encourages contributions from the developer community.
  • Wide Range of Modeling Standards
    Supports various modeling standards like UML, BPMN, and SysML, providing versatility in handling different project requirements.
  • Extensible
    Offers a modular architecture with plugins and extensions, allowing users to expand its functionalities according to their needs.
  • Built-In Code Generation
    Includes features for generating code from models, which can accelerate development processes and ensure consistency between design and implementation.
  • Integrated Project Management
    Combines modeling capabilities with project management features like requirement tracking, enabling comprehensive oversight of project development.

Possible disadvantages of Modelio

  • Steep Learning Curve
    Due to its extensive feature set and wide range of supported standards, new users may find it challenging to learn and utilize all functionalities efficiently.
  • Performance Issues
    Some users have reported performance lags, especially when working with large models or complex projects, which can hinder productivity.
  • Limited Documentation
    Although the community contributes to its support, the official documentation can be less comprehensive compared to commercial tools, causing difficulties for users seeking in-depth guidance.
  • Interface Usability
    The user interface may not be as modern or intuitive as some proprietary alternatives, possibly affecting user experience and ease of use.
  • Dependency on Community Support
    Being open-source, it primarily relies on community support for updates and bug fixes, which may result in slower issue resolution compared to commercially supported tools.

Analysis of GNU Octave

Overall verdict

  • GNU Octave is a robust and suitable option for numerical analysis and computational tasks, especially when budget constraints or a preference for open-source software come into play. It can proficiently handle various projects and provides substantial compatibility with MATLAB, which broadens its appeal to many users in academia and industry.

Why this product is good

  • GNU Octave is a high-level programming language primarily intended for numerical computations. It is highly compatible with MATLAB, making it an excellent choice for those with MATLAB experience who are seeking a free alternative. Octave is open-source, which means it is free to use and has a strong community that contributes to its development and support. It offers a wide range of functions and packages that are useful for mathematics, engineering, and scientific research, making it a powerful tool for algorithm development and data visualization.

Recommended for

  • Students learning numerical computing techniques.
  • Researchers in academia who need a cost-effective tool for data analysis.
  • MATLAB users looking for a compatible open-source alternative.
  • Engineers and scientists who require robust numerical computation capabilities.

Analysis of Modelio

Overall verdict

  • Overall, Modelio is a solid choice for those seeking a robust, open-source modeling tool that supports multiple modeling languages and offers integration capabilities.

Why this product is good

  • Modelio is considered a good modeling tool because it provides extensive support for UML, BPMN, and other modeling standards. It offers a range of features suitable for software design, including support for Java code generation and reverse engineering. Additionally, Modelio is open-source, which makes it accessible for individuals and organizations looking for a cost-effective modeling solution. Its modular architecture allows users to extend its functionality through various add-ons and plugins, enhancing its versatility.

Recommended for

    Modelio is recommended for software developers, architects, and business analysts who require a comprehensive modeling tool to facilitate their design and analysis tasks. It is particularly well-suited for teams that rely on UML and BPMN for their projects and prefer an open-source solution to customize and extend as needed.

GNU Octave videos

+ Add

GNU Octave Ep. 1.5: What's different compared to MatLab!

Modelio videos

+ Add

Modelio 3.8 - New Features

More videos:

  • Review - Naujo Mazda CX-3 modelio pristatymas Vilniuje

Category Popularity

0-100% (relative to GNU Octave and Modelio)

GNU Octave

Modelio

Technical Computing
100 100%
Technical Computing
0% 0
Diagrams
0 0%
Diagrams
100% 100
Numerical Computation
100 100%
Numerical Computation
0% 0
Office & Productivity
0 0%
Office & Productivity
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare GNU Octave and Modelio

GNU Octave Reviews

7 Best MATLAB alternatives for Linux
FreeMAT is a free and open-source software for numerical computation. It is used for rapid engineering, scientific prototyping, and data processing. It is similar to MATLAB and GNU Octave and supports its various functions.
Source: cyanogenmods.org
Matlab Alternatives
Scilab is an open-source similar to the implementation of Matlab. The approximation techniques known as Scientific Computing is used to solve numerical problems. To achieve this, the team of Scilab developers made use of Solvers and algorithms to build the algebraic libraries. Scilab is one of the major alternatives to Matlab along with GNU Octave.
Source: www.educba.com
10 Best MATLAB Alternatives [For Beginners and Professionals]
GNU Octave an open-source alternative to MATLAB. It is interactive and powerful featuring everything you need in one place.
Source: thetechtop10.com
4 open source alternatives to MATLAB
GNU Octave may be the best-known alternative to MATLAB. In active development for almost three decades, Octave runs on Linux, Windows, and Mac—and is packaged for most major distributions. If you're looking for a project that is as close to the actual MATLAB language as possible, Octave may be a good fit for you; it strives for exact compatibility, so many of your projects...
Source: opensource.com
3 Open Source Alternatives to MATLAB
GNU Octave may be the best-known alternatives to MATLAB. In active development for almost three decades, Octave runs on Windows, Mac, and Linux alike, and is packaged for most major distributions. If you're looking for a project that is as close to the actual MATLAB language as possible, Octave may be a good fit for you; it strives for exact compatibility, so many of your...
Source: www.openhealthnews.com

Modelio Reviews

12 of the Top-Rated Free and Open-Source BPM Software Solutions
Description: Modelio is an open-source, extensible modeling environment that supports HTML, BPMN, UML, and other formats. The main features of Modelio’s platform include UML modeling tools, HTML publisher module, Business Process Modeling Notation (BPMN), Java code generator, an XMI import/export functionality, scripting language support, and an extension module. Modelio is...
Source: solutionsreview.com
BEST 28 UML Tools in 2020
Modelio is the first modeling environment. The tool combines BPMN support and UML support. It provides support for a wide range of models and diagrams.
Source: www.guru99.com
10 Best Open Source BPM Tools
Modelio is an open-source BPM tool which has been active in the industry for about 20 years. The software is excellent for your customization needs. Its users range from developers and business architects to analysts.
Source: wisdomplexus.com
20 Free Open Source BPM Software for Businesses in 2021
Using Modelio, users can configure their own modules to suit their needs while the software adapts to the way you customise it. Modelio is highly flexible & scalable and comes with a wide range of pre-programmed modules such as WSDL Designer, Java Designer, Togaf Architect, and UML Testing profile. Users can add model extensions and other additions, to address their business...
Source: www.techjockey.com
40 Open Source, Free and Top Unified Modeling Language (UML) Tools
Modelio is an Open Source UML tool developed by Modeliosoft. Modelio provides complete support of the enterprise architecture to manage the enterprise and information system complexity. Wide enterprise repository covering the analysis of Goals, Requirements, Risks, business models (processes, organization, etc.), application and technical models; Complete horizontal and...
Source: www.predictiveanalyticstoday.com

Social recommendations and mentions

Based on our record, GNU Octave seems to be more popular. It has been mentiond 1 time since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

GNU Octave mentions (1)

  • everyday I get more certain that Algerian universities sucks...
    As for Matlab, I think you'll be just fine with using GNU Octave. Source: about 3 years ago

Modelio mentions (0)

We have not tracked any mentions of Modelio yet. Tracking of Modelio recommendations started around Mar 2021.

What are some alternatives?

When comparing GNU Octave and Modelio, you can also consider the following products

MATLAB - A high-level language and interactive environment for numerical computation, visualization, and programming

UML Designer - UML Designer provides a set of common diagrams to work with UML 2.5 models.

Wolfram Mathematica - Mathematica has characterized the cutting edge in specialized processing—and gave the chief calculation environment to a large number of pioneers, instructors, understudies, and others around the globe.

Diagramo - Diagramo is an online flowchart software - diagrams (create, edit and share)

Scilab - Scilab Official Website. Enter your search in the box aboveAbout ScilabScilab is free and open source software for numerical . Thanks for downloading Scilab!

ARIS Express - ARIS Express is based on the proven ARIS methodology and industry standards.

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