--- title: MATLAB Reviews meta_title: 'MATLAB Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 770 reviews by the users' company size, role or industry to find out how MATLAB works for a business like yours. aggregate_rating: rating_value: 4.5 review_count: 770 scale: '5' date_modified: '2026-07-17' parent_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- # MATLAB Reviews **Vendor:** MathWorks **Category:** [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) **Average Rating:** 4.5/5.0 **Total Reviews:** 770 ## About MATLAB MATLAB is a high-level programming and numeric computing environment widely utilized by engineers and scientists for data analysis, algorithm development, and system modeling. It offers a desktop environment optimized for iterative analysis and design processes, coupled with a programming language that directly expresses matrix and array mathematics. The Live Editor feature enables users to create scripts that integrate code, output, and formatted text within an executable notebook. Key Features and Functionality: - Data Analysis: Tools for exploring, modeling, and analyzing data. - Graphics: Functions for visualizing and exploring data through various plots and charts. - Programming: Capabilities to create scripts, functions, and classes for customized workflows. - App Building: Facilities to develop desktop and web applications. - External Language Interfaces: Integration with languages such as Python, C/C++, Fortran, and Java. - Hardware Connectivity: Support for connecting MATLAB to various hardware platforms. - Parallel Computing: Ability to perform large-scale computations and parallelize simulations using multicore desktops, GPUs, clusters, and cloud resources. - Deployment: Options to share MATLAB programs and deploy them to enterprise applications, embedded devices, and cloud environments. Primary Value and User Solutions: MATLAB streamlines complex mathematical computations and data analysis tasks, enabling users to develop algorithms and models efficiently. Its comprehensive toolboxes and interactive apps facilitate rapid prototyping and iterative design, reducing development time. The platform's scalability allows for seamless transition from research to production, supporting deployment on various systems without extensive code modifications. By integrating with multiple programming languages and hardware platforms, MATLAB provides a versatile environment that addresses the diverse needs of engineers and scientists across industries. ## MATLAB Pros & Cons **What users like:** - Users find MATLAB's **ease of use** remarkable, enabling intuitive data analysis, visualization, and application development seamlessly. (19 reviews) - Users admire MATLAB for its **powerful data analysis and visualization tools** , enabling impactful and professional presentation of results. (16 reviews) - Users highlight MATLAB's **excellent visualization tools** , allowing for clear and professional presentations of complex data. (13 reviews) - Users value the **rich variety of toolboxes** in MATLAB, enhancing efficiency and confidence in their engineering tasks. (10 reviews) - Users appreciate MATLAB for its **powerful simulation capabilities** and seamless transition from ideas to practical solutions. (9 reviews) - Analysis Efficiency (8 reviews) - Users appreciate the **powerful mathematical calculations** in MATLAB, enhancing efficiency with concise and intuitive syntax. (8 reviews) - Users appreciate the **problem solving capabilities** of MATLAB, valuing its ease of use and powerful computation features. (7 reviews) - Easy Learning (6 reviews) - Insights (6 reviews) **What users dislike:** - Users find MATLAB to be **expensive** , particularly due to high licensing costs and additional toolboxes for functionality. (12 reviews) - Users experience **slow performance** with MATLAB, particularly on less powerful machines, impacting their productivity during complex tasks. (10 reviews) - Users note the **high system requirements** of MATLAB, leading to slower performance on less powerful machines. (7 reviews) - Users struggle with **expensive licensing** costs for MATLAB, posing a barrier for individuals and small companies. (4 reviews) - Users experience **lagging performance** during high resource usage, affecting efficiency and requiring improvements for better usability. (4 reviews) - Users struggle with the **learning curve** of MATLAB due to its programming requirements and limited resources for beginners. (4 reviews) - Performance Issues (4 reviews) - Poor Documentation (4 reviews) - Resource Intensity (4 reviews) - Complexity (3 reviews) ## MATLAB Reviews ### 1. Analize your dates **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Education Management | Mid-Market (51-1000 emp.) **Reviewed Date:** June 29, 2021 **What do you like best about MATLAB?** With Matlab you can create your program to solve any mathematical and logical problem. You can check the results of your program quickly. It is an excellent programming environment that can be used in parallel with other languages ​​such as Python, C / C ++. **What do you dislike about MATLAB?** It is not free and it's not very intuitive. **What problems is MATLAB solving and how is that benefiting you?** I used Matlab during my exams at university. We used it for the exams of programming. We used Matlab for analyze and resolve everyday mathematical problems. We used it for analyze insurance data (like claims analysis), create plots, etc. ### 2. MATLAB Review **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Mechanical or Industrial Engineering | Small-Business (50 or fewer emp.) **Reviewed Date:** June 21, 2021 **What do you like best about MATLAB?** It is having good user friendly UI and all the functions, tool are accessible and easily available. It supports all type of computer aided design files and helps in analysing the required conditions. MATLAB is also available in different platforms like Windows, Linux, Unix etc. **What do you dislike about MATLAB?** The cost of MATLAB is so high and it is not affordable to everyone. A normal student or a early job seeker or a freelancer can't afford this. **What problems is MATLAB solving and how is that benefiting you?** It helps in formulating and analysing the data and developing algorithms. It is also used for creating models for the production and development. ### 3. Excellent software for simulation **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Design | Enterprise (> 1000 emp.) **Reviewed Date:** October 13, 2021 **What do you like best about MATLAB?** It is a very good simulator for academic projects involving digital signal processing **What do you dislike about MATLAB?** It requires a fast computer with more memory **What problems is MATLAB solving and how is that benefiting you?** It allows me to learn and apply specialized technology. It is a very good tool for research. ### 4. My Matlab experience **Rating:** 4.0/5.0 stars **Reviewed by:** Kartik B. | Member Of Technical Staff 3, Small-Business (50 or fewer emp.) **Reviewed Date:** June 07, 2021 **What do you like best about MATLAB?** Ease of programming and ability to plot graphs of multi-dimensional data structures **What do you dislike about MATLAB?** High memory and CPU consumption requires me to use high spec computers **Recommendations to others considering MATLAB:** Definitely useful if you are dealing with mulit-dimensional data **What problems is MATLAB solving and how is that benefiting you?** I have used Matlab to solve problems corresponding to High Voltage Electricity domain, where I used Matlab to plot the electric field variation around different types of HV electric lines ### 5. computation is very smooth & fast **Rating:** 5.0/5.0 stars **Reviewed by:** Mastik K. | Research Scientist, Small-Business (50 or fewer emp.) **Reviewed Date:** June 23, 2021 **What do you like best about MATLAB?** User interface is very good and help support is very useful on internet **What do you dislike about MATLAB?** Path defined function can be improved, specially for new user, it is very complicated to defined path sometimes. **What problems is MATLAB solving and how is that benefiting you?** There are so many graph issue in my project, i used MATLAB to create an environment and plot all the graphs easily. ### 6. MATLAB Review **Rating:** 3.5/5.0 stars **Reviewed by:** Mafalda P. | BioProcess Assistant, Enterprise (> 1000 emp.) **Reviewed Date:** June 06, 2021 **What do you like best about MATLAB?** It's a very practical and useful calculation program. The language is easy to understand and to engage with as well. **What do you dislike about MATLAB?** Some new features could make it more user-friendly. Plus, the design could be improved as well. **What problems is MATLAB solving and how is that benefiting you?** I have used MATLAB as a tool to take my first steps in the programming World, since it is simple and straightforward to use. ### 7. Place to Infinite ways to explore engineering **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Defense & Space | Enterprise (> 1000 emp.) **Reviewed Date:** August 31, 2021 **What do you like best about MATLAB?** Simulink helps to gain confidence on hardware design by simulating it in matlab saves money time **What do you dislike about MATLAB?** As of now, no dislike because it takes lot of time to explore matlab first, it has so much to learn **Recommendations to others considering MATLAB:** Yes definitely it's very useful software **What problems is MATLAB solving and how is that benefiting you?** Solver issues sometimes while simulating ### 8. Programing was not this much easier before **Rating:** 4.5/5.0 stars **Reviewed by:** Peter S. | Senior Software Engineer (GUI), Enterprise (> 1000 emp.) **Reviewed Date:** November 16, 2020 **What do you like best about MATLAB?** MATLAB is helping me to get the detailed insight of key processes and help me to understand the different processes related to algorithms. I am in a position of automating my key processes and I have got rid of the repetitive task as well, the graphical study is very clear and provides accurate results. It is a cloud based application and no complex coding is involved in its operation. **What do you dislike about MATLAB?** Its cost is not suitable, only large industries can afford it. So that they should reduce its cost and come up with new and cost effective packages. Moreover it is working in efficient way and giving most reliable services as it keeps multifunctional features and options. **Recommendations to others considering MATLAB:** It is suitable for manufacturing and designing firms in particular and I recommend them to take full advantage of it, as it will definitely effect the productivity and leads to new invention of the things. **What problems is MATLAB solving and how is that benefiting you?** It easily integrates with data sources that make it easier to study the process in depth. I do not face any issue regarding the handling of GPUs, and clouds and it automatically process the data in to C/C++, HDL, and CUDA code so that verification of embedded systems. I also add various parameter to my code and generate the applications. ### 9. MATLAB Strategies for the Business Challenges **Rating:** 4.0/5.0 stars **Reviewed by:** Alec f. | Software Engineering Manager, Enterprise (> 1000 emp.) **Reviewed Date:** November 09, 2020 **What do you like best about MATLAB?** MATLAB is the essential tool no a days to meet the challenging problems related to every day production activities. I look upon it as an engineering tool that helps to deliver the critical analysis of the key factors, that effects daily production. This is very precise tool that provides the solutions based on analysis and design with a programming language. It has influenced our design and production department on the whole. **What do you dislike about MATLAB?** In the beginning, I had to invest some good amount of time to study and understand this tool, it is technical in its nature, further no training videos are provided due to which you have to attend various sessions for product understanding. **Recommendations to others considering MATLAB:** For the understanding of the hidden parameter that effect your process, I think it is so far the best tool that easily generates the graphs and you can carry on by implementing your coding strategy. **What problems is MATLAB solving and how is that benefiting you?** It is very easy to use as compare to other software’s and I really like the graphical representation of the data, which is always very precise and simple in understanding. Matlab is equipped with so many features like editor, app building, data analysis and many others. Matlab is very suitable for creating scripts that combine code and formatted text. ### 10. Availability of almost every module **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Wireless | Mid-Market (51-1000 emp.) **Reviewed Date:** August 30, 2021 **What do you like best about MATLAB?** We can do a lot of activities in Matlab like simulation, algorithm, and machine learning-based projects **What do you dislike about MATLAB?** Sometimes it is very slow to run and remote access is also slow **What problems is MATLAB solving and how is that benefiting you?** I was using it for signal processing and Machine learning related project ### 11. Solve basic maths greater efficiency **Rating:** 4.5/5.0 stars **Reviewed by:** Charfeddine S. | Chef comptable, Enterprise (> 1000 emp.) **Reviewed Date:** January 19, 2021 **What do you like best about MATLAB?** Matlab is really a simple interface that is very popular to teach, study and work. For this rationale you can easily find guides, bookshops and free software codes for a variety of applications: you will find everything you require, from basic math, building system, process used to create, data collection, planning tools. **What do you dislike about MATLAB?** Integrals, derivative instruments and other implied operational activities are longer than other data types. This is a little problem, however, which you can often find. **Recommendations to others considering MATLAB:** You just need to understand what sufficiently apps you are visiting using Matlab and it has many features **What problems is MATLAB solving and how is that benefiting you?** I solve problems like FEA analysis, materials-based modeling, data processing, and a number of other aerospace and healthcare problems. ### 12. User friendly and best in class software **Rating:** 4.5/5.0 stars **Reviewed by:** Darshan T. | Farm Equipment - Product Development (Design Engineer), Mid-Market (51-1000 emp.) **Reviewed Date:** January 26, 2021 **What do you like best about MATLAB?** It is very user friendly and best for new learners, students to learn and apply Mechanical as well as electrical circuits and their applications. **What do you dislike about MATLAB?** As it covers both mechanical and electrical circuits interface, it need large space to install and higher ram to run it smoothly, so ultimately we need higher version supporting systems. **Recommendations to others considering MATLAB:** I recommend as it is very easy to use, best interface and accurate at calculations for circuits. **What problems is MATLAB solving and how is that benefiting you?** We are now using MATLAB as it is very easy for hydraulic and pneumatic circuit design. As it have all required components inside it, we can use them easily and also calculate appropriately. ### 13. I have very good experience with MATLAB from last five years. **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Higher Education | Enterprise (> 1000 emp.) **Reviewed Date:** June 07, 2021 **What do you like best about MATLAB?** There are many things I would like to mention. Some of them are easiness, small code, and easy availability. I like Statistics and Machine Learning Toolbox of MATLAB. **What do you dislike about MATLAB?** There is nothing I dislike about MATLAB. **Recommendations to others considering MATLAB:** I would say to new users that it is easy to use and one can learn it in 10 days. **What problems is MATLAB solving and how is that benefiting you?** I have solved problems related to data science and machine learning. It is pretty easy to use and easy to learn. ### 14. Solve complicated mathematical models with ease **Rating:** 4.5/5.0 stars **Reviewed by:** Giuseppe C. | Mid-Market (51-1000 emp.) **Reviewed Date:** October 21, 2020 **What do you like best about MATLAB?** First of all Matlab is easy to use once you know the basics. In order to acquire them there are a lot of tutorials/handbooks. Also their help page explains all functions in detail with an explanation, which really helps to understand how to achieve something with a specific function. Creating scripts and combine them is really easy, someone who knows some basics of programming will definitely understand those dynamics fast. Simulink is also a really nice tool in order to represent calculations in a graphical model, which can be of interest when modelling a circuit or eg. a heating circle in a house. **What do you dislike about MATLAB?** It takes some time to understand Matlab and how it works, but it is definitely worth the time invested. Otherwise I have to say the help section is well structured, so if and when you encounter a problem, you can navigate there and try to find a solution to this problem. Otherwise just join the forum and see if some poweruser is able to help you out -normally they can. **What problems is MATLAB solving and how is that benefiting you?** Modelling mathematical/physical problems, that require a lot of calculations. Creating custom scripts with data entry interface in order to make calculations rapidly. ### 15. The best software for research and engineering. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Biotechnology | Small-Business (50 or fewer emp.) **Reviewed Date:** October 16, 2020 **What do you like best about MATLAB?** MATLAB is the best software for engineering students. It can be used for multiple purposes by using its many toolboxes. It comes with many built-in toolboxes, which is convenient if your area of engineering or research is specific. Toolboxes can be easily downloaded from the app once you have bought them. If your institute has access to a MATLAB license, then you can download it for free. It is extremely easy to code if you have a basic idea of coding. Once you get used to the syntax, you can develop your own functions as well. It also comes with simulation software called Simulink, which is fun. **What do you dislike about MATLAB?** The high power and space requirements. It is difficult to operate MATLAB on systems that have low computation speed. Sometimes it hangs and lags a lot. The newer version is marginally slower than the older 2019 version. Takes a while to launch sometimes. **Recommendations to others considering MATLAB:** Try it if you want to learn to code or you already are well versed with C/C++ **What problems is MATLAB solving and how is that benefiting you?** I have previously used MATLAB for mathematical modeling and simulation, matrix operations, image processing, Simulink, and deep learning. It is easy to implement all of the above and much more using MATLAB. Coding is easy to understand as well. Currently, I am working with MATLAB using the image processing toolbox for my research. It is extremely easy for me to implement all the image processing functions to get to the desired results using the toolbox functions. Additionally, if I encounter any issues the MATLAB community has most of the answers to my errors. ### 16. This tool is useful for basic learning of statistics and machine learning concepts. **Rating:** 4.0/5.0 stars **Reviewed by:** DINESH KUMAR MAURYA . | Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** June 19, 2021 **What do you like best about MATLAB?** The Neural Network model is very easy to learn and use. **What do you dislike about MATLAB?** There is not much flexibility and options. **What problems is MATLAB solving and how is that benefiting you?** I used it for digital image processing and image classification. ### 17. I found it very powerful in terms of coding and simulation. **Rating:** 5.0/5.0 stars **Reviewed by:** Bapti Niloy B. | Head of Corporate Alliance , Enterprise (> 1000 emp.) **Reviewed Date:** July 29, 2020 **What do you like best about MATLAB?** I like Matlab because it is a very easy tool for solving mathematical and engineering problems with a number of equation. I have also found it handy for handling big data with analyzing the required aspects. Matlab is a easy language and there is a well resourced user support from "MathWorks" which is available always on internet. Again using equation in form of matrix is a easy way to solve problems i think. I found it very fast and do correct analysis with it's functions and libraries. Moreover Matlab drive provide up to 5 GB of storage which is huge for storing the related data i think. Matlab auto processes the previous work if it is not closed intentionally. The interface and environment is well organized. **What do you dislike about MATLAB?** 1st of all it is bulky sometime while being opened for the first time. It is not free software and the cost is quite expensive i think. New version is found after every 6 months. But now a days MATLAB Online can be a good solution if you have good internet and a MathWorks account which will get access to the latest version. **What problems is MATLAB solving and how is that benefiting you?** As an engineering student it helped me a lot for solving and simulating my problems. It gives me a complete overview of my work every time with necessary figures and prediction. I found data analysis is quite easy and well organized using this tool. ### 18. One of the best comprehensive math software **Rating:** 5.0/5.0 stars **Reviewed by:** Taras P. | RF Design Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** April 12, 2021 **What do you like best about MATLAB?** I like best vast opportunities which Matlab gives working with different data **What do you dislike about MATLAB?** I found it hard to install software when you use it for the first time **Recommendations to others considering MATLAB:** One of the best Math software with lots of tools **What problems is MATLAB solving and how is that benefiting you?** I use it for data processing, graph plotting, and so on. It gives vast possibilities to perform data analysis ### 19. I’ve used MATLAB during my undergraduate research and I found it easy to learn and work with. **Rating:** 4.5/5.0 stars **Reviewed by:** ISHIKA H. | Software Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** June 06, 2021 **What do you like best about MATLAB?** Readability and easy integration of MATLAB **What do you dislike about MATLAB?** A bit challenging to get used to for someone with experience with C++ **Recommendations to others considering MATLAB:** NA **What problems is MATLAB solving and how is that benefiting you?** Used MATLAB for NLP and Data Science ### 20. Matlab- outdated, unoptimized, and irrelevant **Rating:** 0.0/5.0 stars **Reviewed by:** Amjad A. | Electrical Engineering Senior, Small-Business (50 or fewer emp.) **Reviewed Date:** July 02, 2020 **What do you like best about MATLAB?** MATLAB will be instantly familiar to anyone who has learned C++. The notation in both overlap, so anyone who is coming over to MATLAB from a software development background will instantly feel at home. It is also very useful when modelling differential equations for electrical circuits (this was one of our uses). The layout took a bit of getting used to, but once you're in the flow, you can just start typing into the window and the program will start lobbing out results in a mostly readable manner. **What do you dislike about MATLAB?** I thought Excel and Photoshop were user-unfriendly when i first used them- MATLAB blows those out of the water. Not only is this one of the worst programs I've ever used, but the performance was abysmal on my AMD based machine, while it was perfectly fine on my colleague's less powerful and much older Intel machine. With the learning curve being extremely steep, the lack of optimization for AMD was just another blow which made me strongly dislike using MATLAB. Unfortunately, this was our only option as the project was based on using MATLAB. **Recommendations to others considering MATLAB:** Please consider Maxima or GNU Octave instead of MATLAB. MATLAB performance is abysmal on AMD Ryzen because of a lack of optimization and irresponsibility on MATLAB's part and the users have to pay for their mistakes with painfully slow performance. We shouldn't have to settle for less than the best hardware because the program we need to run isn't optimized for it. **What problems is MATLAB solving and how is that benefiting you?** The most painless experience i had with MATLAB was initially learning how to model differential equations in it so that we could design and analyze higher order circuits. The results were self-explanatory and easy to verify. If the use case is simple, I don't mind this program. ### 21. Have used MATLAB for solving complex equations used in device physics **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Semiconductors | Small-Business (50 or fewer emp.) **Reviewed Date:** June 07, 2021 **What do you like best about MATLAB?** Ease of coding, output data format and help from the MATLAB support **What do you dislike about MATLAB?** Sometimes it seems to slow. Also for quantum Computers or qunatum siumulation there is no tool **Recommendations to others considering MATLAB:** Its very easy to learn, and supports c-like syntax. Also data plots are excellent **What problems is MATLAB solving and how is that benefiting you?** Device Physics, Capacitance -Voltage Characteristics of MOSFTET ### 22. Easy to use and highly intuitive **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** July 20, 2021 **What do you like best about MATLAB?** Tutorials are easily available. Lot of open sources documentations **What do you dislike about MATLAB?** Some functionalities are not supported, so I have to switch to python. **What problems is MATLAB solving and how is that benefiting you?** Image Processing and Analytics ### 23. Matlab is great **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** February 10, 2021 **What do you like best about MATLAB?** I started to use Matlab at the University and I love it since then. I even did my Master thesis using it and created some new algorithms that were publish on a paper. Super easy to learn and to use. **What do you dislike about MATLAB?** I like everything about it since I am so used to it **Recommendations to others considering MATLAB:** Very easy to learn and there are tons of information and tips on how to use it **What problems is MATLAB solving and how is that benefiting you?** Several different problems. At company level I can´t explain due to confidential data, but at the University: Computation Mathematics, Computational Mechanics, Industry 4,0 Algorithms, Optimization, ... ### 24. Seamless and flexibile platform to code any task **Rating:** 4.5/5.0 stars **Reviewed by:** Rashad G. | New Well Delivery & Geomechanics Team Lead, Mid-Market (51-1000 emp.) **Reviewed Date:** December 02, 2020 **What do you like best about MATLAB?** 1) Large library of in-built functions 2) An open exchange for user community to address and resolve coding questions **What do you dislike about MATLAB?** Although AppDesigner is a great tool to build apps, it is limited in quite a few functionalities **Recommendations to others considering MATLAB:** Recommended for any coder, particularly for students and new starters **What problems is MATLAB solving and how is that benefiting you?** Developing in-house apps to optimize operations ### 25. Complete AI package **Rating:** 4.5/5.0 stars **Reviewed by:** Yusuf A. | Financial Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** January 11, 2021 **What do you like best about MATLAB?** AI and deep learning modules which are easy to use. **What do you dislike about MATLAB?** The graphics can be improved. R and python offer much better graphics for charts and plots. The software installation requires a large space but now I can use a friend's login for the online version. **What problems is MATLAB solving and how is that benefiting you?** I use mostly machine learning module time series modules such as NARX. It offers faster training. The problem of overfitting can also be removed easily. ### 26. Perspectives for use in Geosciences **Rating:** 4.0/5.0 stars **Reviewed by:** Yugandhar N. | Small-Business (50 or fewer emp.) **Reviewed Date:** December 15, 2020 **What do you like best about MATLAB?** Ability to handle a huge amount on data inputs. **What do you dislike about MATLAB?** Cost of operation for freelancers, private individuals. (in case a person needs to purchase for himself/herself) **Recommendations to others considering MATLAB:** Difficult at first, once you learn you can do miracles with this. **What problems is MATLAB solving and how is that benefiting you?** can easily render data, ability to conduct modelling studies ### 27. Extremely powerful and comprehensive tool. Slow for power electronic circuit simulations. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Research | Enterprise (> 1000 emp.) **Reviewed Date:** January 14, 2021 **What do you like best about MATLAB?** It encompasses several toolboxes and is very good for education, teaching as well as multi-disciplinary, cross-disciplinary and inter-disciplinary research. Good amount of help is available online and the MATLAB support is excellent. **What do you dislike about MATLAB?** The Simulink, especially for power electronic circuit simulations, is very slow. For this reason alone, I prefer PLECS over MATLAB for such simulation studies. **What problems is MATLAB solving and how is that benefiting you?** System Design, Optimization, Control design, Plotting experimental waveform. ### 28. The most powerful mathematical tool **Rating:** 5.0/5.0 stars **Reviewed by:** Oscar S. | Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** June 23, 2020 **What do you like best about MATLAB?** It is one of the best mathematical tools available for problem solving, solving matrices, among others. The language is easy to use, it has the ability to do anything that requires a result. Matlab is the most complete tool we can find on the market. **What do you dislike about MATLAB?** There are very few bad things to say about this program. The disadvantage is that it is somewhat heavy software and has high consumption; at times, its performance decreases. **Recommendations to others considering MATLAB:** Do not hesitate to use this tool, it will ease the processes and problems you may encounter in the workplace. It will not be difficult to learn and every day you will discover something new. It is a powerful tool with infinite advantages. **What problems is MATLAB solving and how is that benefiting you?** I have been using this program since I studied at the university. Currently, I use it to create estimation graphs for the processes in my department. I also perform simulations with Simulink on new processes for control systems, electrical circuits, and instrumentation. We also use it when it is necessary to change or create a new process in the production lines; closed or open loops of the automation systems that will be used are created. ### 29. Excellent tool **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Automotive | Small-Business (50 or fewer emp.) **Reviewed Date:** January 11, 2021 **What do you like best about MATLAB?** Its ability to handle every kind of task. Be it software development, data analysis, downloading the developed algorithm in the physical controllers, etc. **What do you dislike about MATLAB?** There is nothing to dislike this product in my current use. **What problems is MATLAB solving and how is that benefiting you?** Data input and analysis of a hybrid vehicle model development. Writing the e energy management strategies. ### 30. Pros and Cons of MATLAB in Modeling and Computational Research **Rating:** 4.5/5.0 stars **Reviewed by:** Tahsin K. | Graduate Student Research Assistant, Small-Business (50 or fewer emp.) **Reviewed Date:** April 02, 2020 **What do you like best about MATLAB?** I like the simplicity of user interface and syntax associated with MATLAB. Unlike some other programs also favored for computational research (i.e. Fortran), MATLAB allows you to plot and create figures. It's best feature is the backslash "\" for matrices. It makes solving systems of equations with numerous variables very easy. I also like that my functions can either be written in the same file as my main script or I can make a separate file for it. MATLAB also tends to give pretty good error messages which quickly help you figure out the issue. I do highly recommend MATLAB for creating figures. I also use MATLAB for statistical analysis. **What do you dislike about MATLAB?** My biggest peeve with MATLAB is that its indexing starts at 1, whereas most other languages start at 0. It's just something to keep in mind. I do think there are some more benefits on the computational side for using either Python or C++, but MATLAB will still get the job done. Interestingly, a few of my professors don't really consider MATLAB to be a true programming language due to it's simplicity. It isn't the number one choice when it comes to analyzing a vast amount of data. **Recommendations to others considering MATLAB:** It's a great program to start with if you have never programmed before! **What problems is MATLAB solving and how is that benefiting you?** I use MATLAB for both my graduate courses and research which fall under the area of computational modeling and image updating for pre- and post-operative medical images. We also integrate MATLAB with LabVIEW, which allows us to control our imaging devices and probes with a GUI while in the operating room. I can analyze images while also reviewing my computational models (series of ordinary or partial differential equations). So I am essentially hitting 2 birds with one stone by using this program. ### 31. Best Engineering Software **Rating:** 5.0/5.0 stars **Reviewed by:** Zaid B. | Master Thesis Student, Small-Business (50 or fewer emp.) **Reviewed Date:** September 28, 2020 **What do you like best about MATLAB?** It is user friendly and almost every thing related to engineering can be done in Matlab. **What do you dislike about MATLAB?** i think the user interface can be a little bit more interactive. **Recommendations to others considering MATLAB:** For Engineering problems, Matlab is best solver **What problems is MATLAB solving and how is that benefiting you?** I used Matlab for my final year thesis. I created a mathematical model of thermal energy storage based phase change material. ### 32. Very powerful tool but expensive **Rating:** 3.0/5.0 stars **Reviewed by:** Bara'a S. | RF Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** December 01, 2020 **What do you like best about MATLAB?** Big libraries, anything needed can he found, easy syntax. **What do you dislike about MATLAB?** Overpriced, it costs a lot especially when buying more toolboxes **Recommendations to others considering MATLAB:** Before using matlab try scilab or octave because they are open source free alternatives but if they weren't enough or you needed some of matlab toolboxes matlab is worth it **What problems is MATLAB solving and how is that benefiting you?** Solving all kinds of mathematical problems in signal processing ### 33. MATLAB is an easy to use and understand program **Rating:** 5.0/5.0 stars **Reviewed by:** Christian U. | Enterprise (> 1000 emp.) **Reviewed Date:** April 19, 2020 **What do you like best about MATLAB?** MATLAB software has been very useful within the development of prototypes for the control of complex industrial systems, mainly for the calculation of those control systems. Since it's an outsized number of tools like RLTOOLS and Root Locus that enables you to determine where the operating points of a system are and also calculate compensators on and after to boost the soundness of those systems. Additionally, the software includes a great amount of documentation and forums where you'll be able to request help from other users with knowledge of the software. **What do you dislike about MATLAB?** There is not something specific that I don't like about the software, it really seems very complete and good. additionally to having many tools. One criticism is that when solving non-linear systems of the many variables the system are often a small amount slow, but it may also rely on the capabilities of every computer where the software is run. **Recommendations to others considering MATLAB:** It is important to simply know what reasonably applications you're visiting use Matlab because it has a lot of features **What problems is MATLAB solving and how is that benefiting you?** W e have been able to use MATLAB to debug errors in our computational code, it has also allowed us to process simulations in a small amount of time ### 34. Matlab an ultimate data processing software for high speed computing and rapid visualization. **Rating:** 4.0/5.0 stars **Reviewed by:** Aravind D. | Mechanical Design Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** April 19, 2020 **What do you like best about MATLAB?** The tools & features consisting in matlab are highly versatile and sophisticated which increases productivity by reducing time consumption. The software comes with many pre-loaded algorithm to execute data hustle free. It can be used in wide range of applications from solving complex maths related problems to optimizing parameters for rapid prototyping. The interface is very user friendly and data can be stored in varoius forms. **What do you dislike about MATLAB?** Requires adequate amount of scientific research to solve complex problems. The software is highly expensive and need to buy modules according to users requirements. Converting Matlab codes to other languages is very tough. **Recommendations to others considering MATLAB:** Matlab software is a pioneer when it comes to solving complex mathematical problems. But it takes lot of efforts to masters the tools available in each module. **What problems is MATLAB solving and how is that benefiting you?** In rapid prototyping of intricate or complex structures which involved in manufacturing of a automobile and also to evaluate the parameters. ### 35. Best deep learning platform **Rating:** 5.0/5.0 stars **Reviewed by:** Pedro Andres B. | Mid-senior developer, Mid-Market (51-1000 emp.) **Reviewed Date:** April 07, 2020 **What do you like best about MATLAB?** I can create and simulate neural networks in order to score real estate images. It is a must have for all companies involving science and engineering. **What do you dislike about MATLAB?** It is not free. In fact, it is a relatively expensive product if you are using it for personal purposes. Some open source alternatives are rapidly catching up with Matlab. **Recommendations to others considering MATLAB:** The debugger tool is really easy to use. **What problems is MATLAB solving and how is that benefiting you?** It is easy to manipulate matrices in Matlab. This is in fact the main power of Matlab. It also provides a way of writing programs intuitively with no burden of bookkeeping about data types, memory management, variable declarations and so on, which are essential for other programming languages. ### 36. MATLAB for scientific and engineering users **Rating:** 4.0/5.0 stars **Reviewed by:** Carlos A. | Project Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** July 29, 2020 **What do you like best about MATLAB?** - Solve differential equations - visualize and post-process results. - Signal processing. **What do you dislike about MATLAB?** Training is not provided. Even though the online portal is very useful, the online training is rare. **What problems is MATLAB solving and how is that benefiting you?** Solving the differential equations that govern fluid dynamics. I realized that MATLAB is a great tool to visualize the results in real time and almost effortless. ### 37. Automotive and Thesis with MATLAB **Rating:** 4.5/5.0 stars **Reviewed by:** Burhan T. | Automotive Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** January 07, 2020 **What do you like best about MATLAB?** MATLAB is a user-friendly tool, its really easy to use. Especially if you have an academic license, it includes all toolboxes and you can do whatever you want. During my education, I can implement my models easily, and after that, I can convert them to C code to integrate my board or mini computer. **What do you dislike about MATLAB?** Sometimes MATLAB's toolboxes are too big in size. Some functions have too many features in it, that's why sometimes I cant optimize my code as I want. So, optimizing code is harder when we compare it with other languages. **Recommendations to others considering MATLAB:** It's really easy and effective. **What problems is MATLAB solving and how is that benefiting you?** For education purposes I have an academic licence and also I have a professional license for commercial purposes. By using MATLAB I'm creating tools to solve many problems. It can work with Simulink, which is very handy for the automotive industry. For my thesis, I'm using academic license MATLAB to implement my vehicle model and calculation. The user interface is handy. ### 38. A good tool for data analysis **Rating:** 5.0/5.0 stars **Reviewed by:** Taoreed O. | Enterprise (> 1000 emp.) **Reviewed Date:** April 22, 2020 **What do you like best about MATLAB?** I have been using MATLAB for some years now and it has always been a handy tool for me when developing applications with graphic user interface (it helps the users to interact better with the computer). I also like using this tool because it helps me perform in-depth data analysis and visualization, the process of inspecting cleansing, transforming and data modelling is completed in lesser time **What do you dislike about MATLAB?** One of the main setbacks of using MATLAB is that it sometimes execute tasks slowly and this inturn reduce my work outflow **Recommendations to others considering MATLAB:** Though MATLAB can be sometimes slow, it is a program to try out if one is looking for a good tool for data analysis **What problems is MATLAB solving and how is that benefiting you?** I use MATLAB for analysis and visualization , It has also helped me develop programs with good graphics interface ### 39. MATLAB for Data Analysis **Rating:** 5.0/5.0 stars **Reviewed by:** Kathy S. | Research Assistant , Mid-Market (51-1000 emp.) **Reviewed Date:** April 02, 2020 **What do you like best about MATLAB?** The thing I like best about MATLAB is that it makes visual computing so much easier. If you are struggling with a large dataset and trying to manipulate it, I would definitely say to use MATLAB. **What do you dislike about MATLAB?** It is hard to get accustomed to at first if you are just starting out. You definitely need to take time to familiarize yourself with the layout and maybe even do a tutorial. **Recommendations to others considering MATLAB:** If your company does not offer a MATLAB subscription, then they do have a free trial for 30 days for people to see how they like it! **What problems is MATLAB solving and how is that benefiting you?** If I have a large dataset of patients and I need to do a large calculation within the day then MATLAB is my life saver because otherwise it would take me a week to do the calculation. ### 40. Excellent experience **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Electrical/Electronic Manufacturing | Enterprise (> 1000 emp.) **Reviewed Date:** January 30, 2021 **What do you like best about MATLAB?** Simulink, toolbox, easy coding facility, applications **What do you dislike about MATLAB?** Importing files, exporting files to different softwares **Recommendations to others considering MATLAB:** N/A **What problems is MATLAB solving and how is that benefiting you?** Communication toolbox, DSP, Image Processing ### 41. Easy to achieve things **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** October 01, 2020 **What do you like best about MATLAB?** It is a universal tool for all the engineers. Not only software engineers but also useful to mechanical or civil engineers. There are ton of youtube tutorials. **What do you dislike about MATLAB?** THe user interface is little awkward but still you have inbuilt tutorial in the help. It can be attractive. It is very dull like traditional windows apps like microsoft word User interface. **What problems is MATLAB solving and how is that benefiting you?** I have desgined 3D diagrams for the sake of Autocad at my university. Accuracy and Scalability are the best ### 42. Works for extensive data analysis but it has its cons too **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Mid-Market (51-1000 emp.) **Reviewed Date:** April 17, 2020 **What do you like best about MATLAB?** Matlab is a powerful tool for all programmers and analysts out there to perform very extensive data analytics with the added benefits of customizing the visualization. One of the biggest tools that caters to every member is you don’t need to have a deep knowledge on programming to with with this. **What do you dislike about MATLAB?** I think this is a known issue with Matlab that it’s performance reduces over the period of time. It also gets pretty resource heavy and thus reducing the performance of applications dependent on it. It is also expensive to get a license. **Recommendations to others considering MATLAB:** Would weigh in the pros and cons together and see if it really fits the task that you want it to accomplish! Make sure you do a thorough understanding because once you are in then it’s difficult to get out **What problems is MATLAB solving and how is that benefiting you?** We use Matlab for optimization in our regular processes. It plays a vital role since we are switching slowly to IoT. We also have the added advantage of using it’s variety of tools for testing all the processes are working fine. ### 43. Control Toolbox, MPC Toolbox **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Research | Mid-Market (51-1000 emp.) **Reviewed Date:** November 06, 2019 **What do you like best about MATLAB?** I use MPC toolbox for my academic research. It is very useful and easy to use. I also use ode45 to solve closed-loop systems which the differential equations. The control toolbox is also helpful and gives very quick results. Otherwise, I would spend a lot of time to write every function myself. **What do you dislike about MATLAB?** I am unable to understand the reasons of compiler errors. Some basic solution tips can be given. I don't like the website that explains the use of some functions with some examples. These examples are not enough to understand how I can use the functions that I want. **What problems is MATLAB solving and how is that benefiting you?** I use the MPC toolbox for the control of suspension systems. This toolbox is very helpful. Moreover, I use Matlab for my graduate courses. I visualize the different data and compare them using Matlab. It is very easy and user friendly. The Control toolbox is also one of my favorites to solve some control problems very easily and very effectively. ### 44. A perfect Research And Development Tool **Rating:** 5.0/5.0 stars **Reviewed by:** Deepak S. | Project Manager/ Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** October 24, 2019 **What do you like best about MATLAB?** Best thing about this software is that it is having tutorials in it self you need not to go for any youtube tutorials also as this soft is a hub of multiple research areas as image processing, video processing, power systems , ANN et so this is a single platform for multiple domains **What do you dislike about MATLAB?** This is a very heavy software we cant say it is disadvantage of it as already mentioned in previous section that it is having number of area so obviously will hold more space and need high configuration workstation secondly it does not have any lighter version which can be used by low configuration system **Recommendations to others considering MATLAB:** To provide a lighter version that can be use on low configuration systems **What problems is MATLAB solving and how is that benefiting you?** By using matlab i used to work for the research works those can help the technology upgradation. i used to develop application using MATLAB which can be only software as well as combination of software and hardware for demonstarting its role it is very easy to interface between multiple hardware controllers using MATLAB software ### 45. Every Engineer Must Know **Rating:** 4.0/5.0 stars **Reviewed by:** Murat B. | Assistant Professor , Mid-Market (51-1000 emp.) **Reviewed Date:** November 04, 2019 **What do you like best about MATLAB?** It is very strong. You can get inverse of 100x100 matrix or you can get the root of a 20th degree equation.. It has very wide variety of usage area.. Numerical analysis, graphic drawing, iteration, interpolation is possible with this software.. **What do you dislike about MATLAB?** Random number generator gives the same numbers all the time.. The reason is that there is no external parameter such as the time of the computer or date etc.. This makes the random numbers pre-defined.. **Recommendations to others considering MATLAB:** As an engineer, matlab is the essential program for your works. You can solve wide variety of problems with Matlab.. But you can try to write your codes without for loops as much as possible since it slows the processes.. **What problems is MATLAB solving and how is that benefiting you?** It has build in functions. This is a very time-consuming benefit of the MATLAB. Because these build-in functions are written in C so if you try to re-write these functions, yours will be slower than the build-in ones. Especially toolboxes are very handful.. ### 46. Powerful Data Platform **Rating:** 5.0/5.0 stars **Reviewed by:** Rasheed P. | Enterprise (> 1000 emp.) **Reviewed Date:** April 06, 2020 **What do you like best about MATLAB?** Matlab is very amazing with its computation and analytics power which make it one of the most used analytics tool. I like how convenient I get using it although, it will still get difficult to handle for non-technical uses. It can quickly take care of extremely heavy data set. It is quite nice and powerful. **What do you dislike about MATLAB?** As I said, Matlab is much more complex to use for novices in the line of programming. Getting to use it may be very challenging for learners. **Recommendations to others considering MATLAB:** Matlab is great for modelling, algorithm development, computation, etc. It is very functional. **What problems is MATLAB solving and how is that benefiting you?** We use it for computation purposes and algorithms development. It's quite effective for such functions. ### 47. MATLAB: The limits are your imagination **Rating:** 5.0/5.0 stars **Reviewed by:** Stephanie C. | Care Center Assistant, Higher Education, Enterprise (> 1000 emp.) **Reviewed Date:** October 24, 2019 **What do you like best about MATLAB?** I love how you can do pretty much anything with this, it is EXCEL on steroids. It is definitely more complicated, but still user friendly if you go through enough tutorials, which the software has available on their website. **What do you dislike about MATLAB?** I dislike how long you have to spend on tutorials before you can use it and it seems complicated when you first begin to use it unless you have someone helping you along the way. Sure, youtube is helpful, but with something that is this time consuming, it would be helpful to have in person reviews on how to use the feature. Once you understand matrices, it can be much simpler to use, but for very simple things I would still prefer to use excel for data input and output. Plugging into cells requires less thought than creating your own variables, but in all fairness my background is not in mathematics and I am self taught so found this to be incredibly frustrating. **Recommendations to others considering MATLAB:** Use tutorials! **What problems is MATLAB solving and how is that benefiting you?** Research processing of EMG signals during isometric contractions to demosntrates fatigue of low back muscles. ### 48. Functional and powerful IDE **Rating:** 3.5/5.0 stars **Reviewed by:** Justin W. | Software Engineer (SEP), Mid-Market (51-1000 emp.) **Reviewed Date:** February 26, 2020 **What do you like best about MATLAB?** Easy to set breakpoints/watchpoints and see variables at different stages in a process **What do you dislike about MATLAB?** File organization and terminal tabs can make the work/coding environment cluttered and takes up a lot of space on the screen **Recommendations to others considering MATLAB:** Get to know the system first by playing around with the different features and the terminal. There is a lot of functionality and features in Matlab, but it can be daunting to get used to at first. **What problems is MATLAB solving and how is that benefiting you?** It is easy to work with matrices and data manipulation (such as transforming images and image detection) ### 49. Extremely powerful for R&D and industrial applications **Rating:** 5.0/5.0 stars **Reviewed by:** Richard C. | Inside Sales Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** January 03, 2020 **What do you like best about MATLAB?** Having used Matlab at university in my engineering undergraduate degree and briefly at work it has extensive packages and toolsets that can be used without necessarily having a background in programming. There are relatively good tutorials within and a myriad of youtube guides or articles are a click away. If one is determined it is very possible to self teach. **What do you dislike about MATLAB?** To purchase outright without company / university sponsorship is not necessarily feasible. They could offer monthly subscriptions type services tailored to the user dependent on their use case. To install Matlab takes up a lot of drive space especially if including optional packages/toolkits. **Recommendations to others considering MATLAB:** I highly recommend Matlab. It's a unique product and I cannot really think of any alternatives that fulfill the same duties. **What problems is MATLAB solving and how is that benefiting you?** I have used Matlab and Simulink to tune controllers for industrial automation applications and also coded for research and development in an oil and gas based application to assess mass and energy balances etc. ### 50. Good user interface and convenient to use **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Mechanical or Industrial Engineering | Enterprise (> 1000 emp.) **Reviewed Date:** July 14, 2020 **What do you like best about MATLAB?** You don't need to be an expert coder to program anything on MATLAB. You don't need to follow a specific syntax, so it becomes easy to use even for a new bee. **What do you dislike about MATLAB?** It is a bit slow processing software due to import of directories from C++ **Recommendations to others considering MATLAB:** Start with MATLAB but keep a habit of improving and learning C++ in the future. **What problems is MATLAB solving and how is that benefiting you?** I have done many FEM and CFD problems on MATLAB. It is just convenient to use with all the inbuilt functions and directories. ## MATLAB Discussions - [Is it possible to check the output of Simulink terminal if I am not keeping a scope?](https://www.g2.com/discussions/is-it-possible-to-check-the-output-of-simulink-terminal-if-i-am-not-keeping-a-scope) - 2 comments, 1 upvote - [Can we have better tutorial for 3D-Visualization elements in MATLAB?](https://www.g2.com/discussions/can-we-have-better-tutorial-for-3d-visualization-elements-in-matlab) - 1 comment, 1 upvote - [What's the best way to optimize my code easily?](https://www.g2.com/discussions/what-s-the-best-way-to-optimize-my-code-easily) - 1 comment, 1 upvote - [Can I use this for LPC2148 processor programming.](https://www.g2.com/discussions/can-i-use-this-for-lpc2148-processor-programming) - 1 comment, 1 upvote - [Does anyone have information about the Matlab course?](https://www.g2.com/discussions/alguien-tiene-informacion-sobre-el-curso-de-matlab) - 1 comment, 1 upvote - [View MATLAB pricing details and edition comparison](https://www.g2.com/products/matlab/reviews?page=5§ion=pricing&secure%5Bexpires_at%5D=2026-07-24+22%3A02%3A14+-0500&secure%5Bsession_id%5D=9a7c7510-adcb-43ca-8551-32cd38c281a2&secure%5Btoken%5D=a1ac5069494ad938cd1e66de8f2f44ec521eb4ae863f81fb1076c7b059ac658b&format=llm_user) ## MATLAB Integrations - [ActCAD BIM](https://www.g2.com/products/actcad-actcad-bim/reviews) - [Chroma Vector Database](https://www.g2.com/products/chroma-vector-database/reviews) - [Microsoft Excel](https://www.g2.com/products/microsoft-excel/reviews) - [Python](https://www.g2.com/products/python/reviews) - [python sql](https://www.g2.com/products/python-sql/reviews) - [Simulink](https://www.g2.com/products/simulink/reviews) - [Visual Studio Code](https://www.g2.com/products/visual-studio-code/reviews) ## MATLAB Features **Design** - 3D/solid modeling Tools - Drawing Tools - Editing Tools - Rendering tools **System** - Data Ingestion & Wrangling **Model Development** - Language Support - Drag and Drop - Pre-Built Algorithms - Model Training **Data Transformation** - Real-Time Analytics - Data Querying **Tools** - Fluid analysis - Finite element analysis - Multibody dynamics **Model Development** - Feature Engineering **Machine/Deep Learning Services** - Computer Vision - Natural Language Processing - Natural Language Generation - Artificial Neural Networks **Work** - Discrete event modeling - Continuous event modeling - Mechanical event simulation - Manufacturing process simulation - Integrate **Machine/Deep Learning Services** - Natural Language Understanding - Deep Learning **Deployment** - Managed Service - Application - Scalability **Connectivity** - Hadoop Integration - Spark Integration - Multi-Source Analysis - Data Lake **Environment** - Hardware support - Task - Manage Multiple Profiles - Command Clarity **Operations** - Data Visualization - Data Workflow - Embedded Analytics - Notebooks **Generative AI** - AI Text Generation - AI Text Summarization - AI Text-to-Image **Agentic AI - Data Science and Machine Learning Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Building Reports** - Data Transformation - Data Modeling - WYSIWYG Report Design - Integration APIs **Platform** - Mobile User Support - Customization - User, Role, and Access Management - Internationalization - Sandbox / Test Environments - Performance and Reliability - Breadth of Partner Applications ## Top MATLAB Alternatives - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) - 4.3/5.0 (654 reviews) - [SOLIDWORKS](https://www.g2.com/products/solidworks/reviews) - 4.5/5.0 (629 reviews) - [Autodesk Fusion](https://www.g2.com/products/autodesk-fusion/reviews) - 4.5/5.0 (510 reviews)