MathWorks Reviews, Ratings & Features 2026 | Gartner Peer Insights

Gartner defines AI platforms for data science and machine learning (DSML) as platforms that support end-to-end AI model and agent development and life cycle management using diverse data science and AI techniques. These platforms enable data preparation, model building, deployment and governance, and are delivered as fully managed cloud services or on-premises infrastructure for AI experts and business users.

AI platforms for DSML primarily target AI experts, including data scientists and AI engineers, providing a comprehensive suite of data science and AI techniques for augmented and automated decision making. These platforms support building models using data-intensive methods such as machine learning, as well as techniques such as simulation and optimization. They handle all types of data — tabular, image, video and text — for multimodal applications, such as computer vision, natural language processing (NLP) or composite AI, that combines optimization with machine learning.

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MATLAB

MathWorks

Coordinateur Technique Et Qualité

MATLAB offers us in data transformation and model management solution. We are able to handle data and import it from different sources.  With the modeling feature, we are able to forecast using collected data and make models to solve future challenges.

<50M USD

30B + USD

500M - 1B USD

1B - 3B USD

50M - 250M USD

Gov't/PS/ED <5,000 Employees

Gov't/PS/ED 5,000 - 50,000 Employees

3B - 10B USD

250M - 500M USD

10B - 30B USD

Gov't/PS/ED 50,000 + Employees

IT MANAGER

Great tool once installed and configured but very expensive for multiple license model and vendor always increasing prices, no discount for multi product purchase

Engineer

Extremely powerful IDE for prototyping code - especially for engineering environments. The vast selection of libraries (toolboxes) ensures that almost any kind of computation can be performed easily without manually writing complex algorithms. The UI makes everything easy - from importing data from unusually formatted files, to finding the right functions for writing your code, to debugging by adding breakpoints and viewing variables mid-execution.

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MathWorks is a software development company that primarily focuses on the creation of mathematical computing software. It provides crucial tools in the domain of technical computing, offering products like MATLAB, a programming environment used for algorithm development, data analysis, visualization and numeric computation. Simulink, another software offering, is used as a graphical platform for the simulation and Model-Based Design of dynamic and embedded systems spanning across multiple domains. Notably, these products are employed in various universities and learning institutions worldwide as teaching and research tools, aiding in the fostering of discovery, innovation, and informed development in their respective fields. The company, established in 1984, operates in 16 countries and has its headquarters in Natick, Massachusetts, USA.

MathWorks is the leading developer of mathematical computing software. Engineers and scientists worldwide rely on its products to accelerate the pace of discovery, innovation, and development. 

MATLAB, the language of technical computing, is a programming environment for algorithm development, data analysis, visualization, and numeric computation. Simulink is a graphical environment for simulation and Model-Based Design for multidomain dynamic and embedded systems. MATLAB and Simulink are also fundamental teaching and research tools in the world's universities and learning institutions.
 
Founded in 1984, MathWorks employs more than 6000 people in 16 countries, with headquarters in Natick, Massachusetts, USA.

Reviews

Ratings Overview

Overall experience with

Favorable Review

Mathematics & Engineering-Centric IDE with user-friendly GUI

Critical Review

Setup and Configuration Are Strong Points, But Pricing Trends Raise Concerns

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