Top 10 MATLAB Alternatives & Competitors

Top 10 Alternatives to MATLAB Recently Reviewed By G2 Community

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Vertex AI
By Google
4.3/5
(636)
Product Description
Vertex AI is a managed machine learning (ML) platform that helps you build, train, and deploy ML models faster and easier. It includes a unified UI for the entire ML workflow, as well as a variety of tools and services to help you with every step of the process. Vertex AI Workbench is a cloud-based IDE that is included with Vertex AI. It makes it easy to develop and debug ML code. It provides a variety of features to help you with your ML workflow, such as code completion, linting, and debugging. Vertex AI and Vertex AI Workbench are a powerful combination that can help you accelerate your ML development. With Vertex AI, you can focus on building and training your models, while Vertex AI Workbench takes care of the rest. This frees you up to be more productive and creative, and it helps you get your models into production faster. If you're looking for a powerful and easy-to-use ML platform, then Vertex AI is a great option. With Vertex AI, you can build, train, and deploy ML models faster and easier than ever before.
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Categories in common with MATLAB:
Data Science and Machine Learning Platforms

SOLIDWORKS
By Solidworks
4.5/5
(626)
Product Description
SOLIDWORKS offers complete 3D software tools that let you create, simulate, publish, and manage your data. SOLIDWORKS products are easy to learn and use, and help you design products better.
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Reviewers say compared to MATLAB, SOLIDWORKS is:
More expensive
More usable
Categories in common with MATLAB:
Simulation & CAE

Autodesk Fusion
By Autodesk
4.5/5
(505)
Product Description
Autodesk Fusion is a comprehensive cloud software platform that integrates various tools for 3D design, manufacturing, electronics, simulation, and generative design. It serves as a collaborative, cloud-enabled CAD (Computer-Aided Design), CAM (Computer-Aided Manufacturing), CAE (Computer-Aided Engineering), and PCB (Printed Circuit Board) software.
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Reviewers say compared to MATLAB, Autodesk Fusion is:
Easier to do business with
Easier to set up
More usable
Categories in common with MATLAB:
Simulation & CAE
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Alteryx
By Alteryx
4.6/5
(671)
Product Description
Alteryx drives transformational business outcomes through unified analytics, data science, and process automation.
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Reviewers say compared to MATLAB, Alteryx is:
Easier to do business with
More usable
More expensive
Categories in common with MATLAB:
Big Data Analytics
Data Science and Machine Learning Platforms

Posit
By Posit
4.5/5
(566)
Product Description
In addition to our open-source data science software, RStudio produces RStudio Team, a unique, modular platform of enterprise-ready professional software products that enable teams to adopt R, Python, and other open-source data science software at scale.
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Reviewers say compared to MATLAB, Posit is:
Easier to set up
Easier to do business with
Better at meeting requirements
Categories in common with MATLAB:
Data Science and Machine Learning Platforms

Inventor
By Autodesk
4.4/5
(437)
Product Description
Inventor® 3D CAD software offers an easy-to-use set of tools for 3D mechanical design, documentation, and product simulation.
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Reviewers say compared to MATLAB, Inventor is:
More usable
Categories in common with MATLAB:
Simulation & CAE

TensorFlow
By TensorFlow
4.5/5
(136)
Product Description
TensorFlow is an open-source machine learning library developed by the Google Brain Team, designed to facilitate the creation, training, and deployment of machine learning models across various platforms. It provides a comprehensive ecosystem that supports tasks ranging from simple data flow graphs to complex neural networks, enabling developers and researchers to build and deploy machine learning applications efficiently. Key Features and Functionality: - Flexible Architecture: TensorFlow's architecture allows for deployment across multiple platforms, including CPUs, GPUs, and TPUs, and supports various operating systems such as Linux, macOS, Windows, Android, and JavaScript. - Multiple Language Support: While primarily offering a Python API, TensorFlow also provides support for other languages, including C++, Java, and JavaScript, catering to a diverse developer community. - High-Level APIs: TensorFlow includes high-level APIs like Keras, which simplify the process of building and training models, making machine learning more accessible to beginners and efficient for experts. - Eager Execution: This feature allows for immediate evaluation of operations, facilitating intuitive debugging and dynamic graph building. - Distributed Computing: TensorFlow supports distributed training, enabling the scaling of machine learning models across multiple devices and servers without significant code modifications. Primary Value and Solutions Provided: TensorFlow addresses the challenges of developing and deploying machine learning models by offering a unified, scalable, and flexible platform. It streamlines the workflow from model conception to deployment, reducing the complexity associated with machine learning projects. By supporting a wide range of platforms and languages, TensorFlow empowers users to implement machine learning solutions in diverse environments, from research labs to production systems. Its comprehensive suite of tools and libraries accelerates the development process, fosters innovation, and enables the creation of sophisticated models that can tackle real-world problems effectively.
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Reviewers say compared to MATLAB, TensorFlow is:
Better at meeting requirements
Better at support
Categories in common with MATLAB:
Data Science and Machine Learning Platforms

Ansys Fluent
By Ansys, Inc.
4.5/5
(119)
Product Description
ANSYS Fluent software is the most-powerful computational fluid dynamics (CFD) tool available, empowering you to go further and faster as you optimize your product's performance. Fluent includes well-validated physical modeling capabilities to deliver fast, accurate results across the widest range of CFD and multiphysics applications
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Reviewers say compared to MATLAB, Ansys Fluent is:
Easier to do business with
More expensive
Categories in common with MATLAB:
Simulation & CAE

Mathematica
By Wolfram Research
4.1/5
(86)
Product Description
Mathematica is a computational software program based on symbolic mathematics, developed by Wolfram Research.
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Categories in common with MATLAB:
Simulation & CAE

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