--- 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. MATLAB Experience **Rating:** 4.5/5.0 stars **Reviewed by:** Rohit P. | Associate System Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** June 13, 2023 **What do you like best about MATLAB?** MATLAB i used for linear algebra it is intiative and concise **What do you dislike about MATLAB?** Nothing. It was very good to use and easily understandable **What problems is MATLAB solving and how is that benefiting you?** It help me analyzing data ### 2. Matlab was an unreplazable tool during my bachelors degree **Rating:** 5.0/5.0 stars **Reviewed by:** Carla L. | Enterprise (> 1000 emp.) **Reviewed Date:** March 01, 2023 **What do you like best about MATLAB?** MATLAB provided a valuable tool during my physics degree due to its unique handling of matrices. It made it possible to solve problems and create simulations. **What do you dislike about MATLAB?** Having learned object-oriented programming, I feel like MATLAB is a little restrictive in that sense. The cost of the software is a significant downside. **What problems is MATLAB solving and how is that benefiting you?** I performed large computations and simulations of physical systems, especially in quantum mechanics, almost seamlessly due to how the subject is structured. ### 3. For research it is good but for production it is not at all ideal **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Research | Small-Business (50 or fewer emp.) **Reviewed Date:** June 15, 2023 **What do you like best about MATLAB?** Mathematical computation features embedded inside the core module is perhaps the best feature and apart from that it is quite easy to program with matlab. **What do you dislike about MATLAB?** Pricing is huge and the product itself takes huge amount of cpu and memory resource. **What problems is MATLAB solving and how is that benefiting you?** I was working in a research based project on quantum computation. For simulation purpose I used matlab. ### 4. Nice **Rating:** 3.5/5.0 stars **Reviewed by:** Hari J. | Mid-Market (51-1000 emp.) **Reviewed Date:** June 23, 2023 **What do you like best about MATLAB?** Complex logical and analytical solutions **What do you dislike about MATLAB?** Less inbuilt features and too much complexity **What problems is MATLAB solving and how is that benefiting you?** Provides analytical solutions ### 5. A full fledged software for signal processing using Machine Learning and AI **Rating:** 5.0/5.0 stars **Reviewed by:** Manikandan D. | Custom Software Engineering Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** July 23, 2022 **What do you like best about MATLAB?** The best I like about Matlab is it is easy to use and has very good community support. We can proces various signals and images using various algorithms. Code can be written easily and understandable. We can use Artificial Intelligence and Machine Learning for signal and image processing. My favourite is to process ECG signals in Matlab to detect heart disorders. **What do you dislike about MATLAB?** I dont have much dislike about Matlab but despite it being an undoubtedly a wonderful software for signal processing, it is little heavy and needs much processing power and RAM. **What problems is MATLAB solving and how is that benefiting you?** It solves day to day problems and can help us in design an application for it. For an example it helped me in designing an application program to detect Heart Disorders by processing ECG signals. It has helped me detect more than 10 types of disorders from 1000 heart disease patients. ### 6. Super **Rating:** 5.0/5.0 stars **Reviewed by:** Shiva Madhav T. | Sr. Manager Projects & Engineering, Small-Business (50 or fewer emp.) **Reviewed Date:** June 25, 2023 **What do you like best about MATLAB?** Turbine modeller, artificial intelligence **What do you dislike about MATLAB?** Slow in process, costly, hanging computer **What problems is MATLAB solving and how is that benefiting you?** Simulator, iterations, models ### 7. Easy computational tool for large data sets **Rating:** 4.5/5.0 stars **Reviewed by:** Arup Kumar P. | Software Engineer II, Enterprise (> 1000 emp.) **Reviewed Date:** June 29, 2022 **What do you like best about MATLAB?** The inbuilt libraries at Matlab make it very user-friendly and easy to learn. The wide acceptability and massive use of its open-source database enhance the documentation which makes the learning curve enjoyable. While some of the libraries are curated and developed by the Matlab team, people from the developer community outside the Matlab also develop libraries which can be incorporated into the main library very easily and those are moderated by the Matlab team before publishing online. Another important feature of this tool is its reliability. Whenever it is assigned any repetitive task over a large dataset for a large number of iterations, it can run without any supervision and arrive at the results. **What do you dislike about MATLAB?** The already published libraries are to some extent a black box with very few parameters to change. If any fine-tuning of the parameters is required to test any machine learning algorithm for a specific dataset, then the user has to rewrite the algorithm from scratch as there is not much option to change the parameters of the built-in algorithm of any library. Furthermore, the software is very heavy to be installed and run on systems with lower specifications. When the software is downloaded with all the optional external libraries, then the machine heats up a lot and other programs struggle to run while this software is being run on a quite large dataset. **Recommendations to others considering MATLAB:** The online documentation is very rich for this software. SO using it won't be of any issue. One thing that must be kept in mind is that this software requires some better configurations to run smoothly. **What problems is MATLAB solving and how is that benefiting you?** Any new machine learning algorithm can be tested with a huge dataset quickly using this software. Using its huge collection of inbuilt libraries, any dataset can be run through the libraries and the preliminary results give an idea of the type of dataset. After that, the parameters of the algorithm are fine-tuned for obtaining better results. ### 8. Excellent Calculator of Our Colorful 3D World **Rating:** 4.5/5.0 stars **Reviewed by:** Nicholas Z. | Mining Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** February 01, 2023 **What do you like best about MATLAB?** Instead of a standard calculator, MATLAB can calculate the solution and draw the graphs of most functions. If you give these functions actual meaning in our world, you can use MATLAB to solve the actual physical problems. **What do you dislike about MATLAB?** Some programme methods are hard to master. **What problems is MATLAB solving and how is that benefiting you?** While studying for my Ph.D. projects, I wanted to know the mine pressure distribution underground and to derive some mathematical equations. MATLAB helped me to explore this wonderful rock mechanical world. ### 9. The classic platform for research **Rating:** 5.0/5.0 stars **Reviewed by:** Zach R. | Small-Business (50 or fewer emp.) **Reviewed Date:** April 11, 2023 **What do you like best about MATLAB?** It's powerful, well documented, and there's a huge community of other users **What do you dislike about MATLAB?** It can be clunky and hard to make pretty visualizations **What problems is MATLAB solving and how is that benefiting you?** Automating the iteration in my simulations so I didn't have to sit there and put them all in ### 10. I used MATLAB for my dissertation data analysis **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Research | Small-Business (50 or fewer emp.) **Reviewed Date:** May 29, 2023 **What do you like best about MATLAB?** I appreciate the debugging features of MATLAB, the rich online community, and the easy user interface. **What do you dislike about MATLAB?** There isn't much that I dislike about MATLAB, but the graphics could be a bit better. **What problems is MATLAB solving and how is that benefiting you?** MATLAB allows me to analyze large education data sets as well as data set related to my dissertation work ### 11. One which made my research and dissertation easier and classic. **Rating:** 4.5/5.0 stars **Reviewed by:** Sagar V. | Civil Structural Engineer, Civil Engineering, Mid-Market (51-1000 emp.) **Reviewed Date:** July 19, 2022 **What do you like best about MATLAB?** It gives all the work and data linking easier and plotting the graphs and array solution visualization at the next level than other software can enable even for the student level research to my professional research presentation. matrix operation and mathematical operation become very easy and help in optimizing the work and research. **What do you dislike about MATLAB?** License and cost are a little heavy, and application data size is also heavy so while running the project takes sometimes too much time and makes workflow tedious still gives definite results after waiting makes all worthwhile. **What problems is MATLAB solving and how is that benefiting you?** Connection enabling with more data simulation and enabling connection with many software gives the benifites. Also provides official technical support and guidance making the error-solving process trustable and easy. Finite analysis problems adding is benefiting latest research work. ### 12. Nice product **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** June 20, 2023 **What do you like best about MATLAB?** Matlab is easy to use apply hard mathematical equations. **What do you dislike about MATLAB?** Need to work on the user guide and compatible for other libraries like python. **What problems is MATLAB solving and how is that benefiting you?** Matlab is solving data preprocessing and exploring data. ### 13. Excellent software for creating mathematical models **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** June 19, 2023 **What do you like best about MATLAB?** The best thing about Matlab is its user interface. **What do you dislike about MATLAB?** Sometimes its take a lot of time to load. **What problems is MATLAB solving and how is that benefiting you?** MATLAB helped me to generate mathematical function used for power analytics ### 14. Great but need improvement in performance **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Management Consulting | Small-Business (50 or fewer emp.) **Reviewed Date:** June 23, 2023 **What do you like best about MATLAB?** I can do anything related to statistics and mathematics here. **What do you dislike about MATLAB?** Speed.... performance need improvement.... very slow for calculation **What problems is MATLAB solving and how is that benefiting you?** Solving probability related models and code them ### 15. A user-friendly and a powerful tool for programing, simulation and modelling. **Rating:** 4.5/5.0 stars **Reviewed by:** Sameer S D. | Intern, Small-Business (50 or fewer emp.) **Reviewed Date:** May 07, 2022 **What do you like best about MATLAB?** My overall impression of Matlab is positive. 1) The instructions are very much easy to understand and it has a very user-friendly interface. 2) It is a brilliant programme with excellent performance and precision that is used in various engineering domains. However, I have used it only in the electrical and electronics domain. 3) It is very easy to learn for the first-timers and has a vast amount of tutorials. 4) It has many inbuilt libraries that simplify very complex operations like image processing, data processing, neural networks etc. 5) It also has a very excellent support system. 6) It also provides the option of plotting and analysing graphs which was very helpful. 7) It also shows and highlights the errors in the code so that we can easily rectify the code. **What do you dislike about MATLAB?** The software is excellent for programming, simulation and modelling. However, there are some drawbacks that I could observe. Some of them are: 1) The programing language is not easy to translate from other programming languages like C, python, C++, etc. 2) My system becomes slow while using the software. 3) It is not cheap. **Recommendations to others considering MATLAB:** I would surely recommend MATLAB to anyone who is looking for a tool for programming, modelling and simulation. It is a very powerful tool and is very user-friendly. **What problems is MATLAB solving and how is that benefiting you?** MATLAB is very helpful in learning, understanding and implementing many complex operations like signal processing, image processing, neural networks, etc that we learn in our academics. It is also helpful in analysing the graphs and plots obtained as there are plenty of analysis options present in MATLAB. This software has helped me a lot in my academics and related work. ### 16. MATLAB in bioengineering **Rating:** 4.0/5.0 stars **Reviewed by:** lucila C. | biomedical engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** January 03, 2023 **What do you like best about MATLAB?** Its simplicity and ease of use, plotting functions, GUI and Simulink tools. Also is my first choice when working with matrices. **What do you dislike about MATLAB?** The program is not very intuitive for first-time users, and its debugging environment can be improved. **What problems is MATLAB solving and how is that benefiting you?** MATLAB is my first choice when working with matrices, and Simulink is a great tool for Physiological Modeling and Control. ### 17. Matlab is the first and last thing I see each day. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Research | Mid-Market (51-1000 emp.) **Reviewed Date:** July 01, 2022 **What do you like best about MATLAB?** Matlab is super easy to use. The matrix operation logic is very helpful to speed up processing by vectorizing code. Beyond that, it actually helps you understand better how the computations are done. **What do you dislike about MATLAB?** MATLAB is a powerful tool but because of its pricepoint it's not a standard in industry, compared to something like Python (even if they have different uses, which overlap a bit). I think people are very used to coding in Python so I dislike that the syntax is different enough from Python to be a bit annoying when switching between the two. **Recommendations to others considering MATLAB:** Leverage the fact that you can open your data and variables. It's super helpful to track if things are getting computed as you desire. You can also use the "step" running of code and sym variables to debug. **What problems is MATLAB solving and how is that benefiting you?** I keep using matlab for making projects that go from quick numerical experiments to complex computations used for research in physics. Matlab is so easy to use that it lets me test ideas very quickly. ### 18. Versatile and powerful tool **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Electrical/Electronic Manufacturing | Mid-Market (51-1000 emp.) **Reviewed Date:** November 17, 2022 **What do you like best about MATLAB?** Matlab is a super powerful tool for a wide range of modeling and industrial applications. The toolboxes allow best-in-class data collection, the plotting and data analysis can be infinitely customized. And for modeling, it is intuitive and fast to learn. **What do you dislike about MATLAB?** The learning curve can be a little steep, however there are a lot of resources for getting help. **What problems is MATLAB solving and how is that benefiting you?** Matlab is a critical part of our data collection pipeline, allowing us to analyze and characterize equipment and processes to drive quick improvement. ### 19. Super elegant tool to handle tremendous data simulation **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** June 28, 2022 **What do you like best about MATLAB?** Every student in their college days must have used MATLAB at least once. I find the following benefits of using MATLAB, - It provides a free trial version for students. - It is really good for handling large data sets. - The UI is straight forward and you can have multiple tabs opened and run multiple programs at once. - It can generate graphs, simulate predictions and create metadata information on a good amount of data. - The community is big, you can easily find many online resources and tutorials to learn using it. - The application has an in-built help tool which contains documentation about the methodology and functions you use in code. **What do you dislike about MATLAB?** Despite having too many benefits, there are few areas in which MATLAB needs improvement, - The software size is huge, and the installation also takes almost an hour to complete. - The resource usage is heavy on the system, I generally run out of battery while using it. **What problems is MATLAB solving and how is that benefiting you?** My college has given all the students a free licence for using MATLAB for our projects and other users. We are using Matlab for our college projects, tests and other tasks for free. It is very good for handling large data sets and generating graphs, metadata information, and represent data in a more intelligent way. ### 20. Excellent **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Mechanical or Industrial Engineering | Small-Business (50 or fewer emp.) **Reviewed Date:** April 09, 2023 **What do you like best about MATLAB?** I like how wide and varied MATLAB is. The predefined functions it provides. How functional it is. I also really like Simulink interface. **What do you dislike about MATLAB?** If the code gets too heavy, the software begins to slow down. **What problems is MATLAB solving and how is that benefiting you?** It helps me simulate different real life cases. ### 21. All in one computation tool + Simulink **Rating:** 4.5/5.0 stars **Reviewed by:** Tanishq G. | Data Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** March 30, 2022 **What do you like best about MATLAB?** It can compute anything, be it any large dataset it can do it. It can solve so complex problems in matrix forms and generate graphs based on them, which are so helpful. Simulink is also very useful and is used many in many different applications, I used it for electronics and it was good. MATLAB has so many features which I never explored. Coding is also simple and can be learned easily. **What do you dislike about MATLAB?** Its paid. You will need to get a license from your company or college to use it, as it cost a lot. It's enormous in size and consumes a lot of RAM. Its editor doesn't have autocomplete feature, if you are making this big software, you can at least add autocomplete or some IDE-like features to make it more user-friendly. Since it requires a license you cant even share your code files with a greater audience. **What problems is MATLAB solving and how is that benefiting you?** I have solved many computational problems using MATLAB. Its graphing is what I used the most for data visualization and analysis, which sure helps a lot. Its Simulink is what I used previously and is useful with other software as we can then do computation on data obtained and less manual efforts are required to transfer data from here and there. Parallel computation is also good. ### 22. Program your world with Matlab. **Rating:** 4.0/5.0 stars **Reviewed by:** Anna G. | Senior Application Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** May 19, 2022 **What do you like best about MATLAB?** About Matlab I must highlight its broad mathematical support when programming, its high precision when executing tasks, and great support of already programmed functionalities. Matlab has integration with devices of daily use in the engineering area which allows me a greater scope for my work. I also want to highlight the community and the excellent support they offer when solving a problem related to their software. **What do you dislike about MATLAB?** Matlab is a tool that requires high performance on your computer so this can be a problem for users with less resources. The distribution of executables can be a problem, we need MRC for Matlab files to work correctly. **Recommendations to others considering MATLAB:** Matlab is an excellent tool to have on your computer, it has the necessary and executable languages to live a complete and pleasant experience, its price is accessible for most companies and it is software with high verifiable performance. **What problems is MATLAB solving and how is that benefiting you?** This software for programming allows me to reduce my work time efficiently and simply. Matlab allows me to offer the client better tools at the software level in the area of information technology, I usually create programs to facilitate daily tasks and automate a little of the work in the work area. ### 23. A Full Package **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Aviation & Aerospace | Enterprise (> 1000 emp.) **Reviewed Date:** August 21, 2022 **What do you like best about MATLAB?** There are many useful tools in Matlab. It is used by engineers and scientists all over the world. Some of the applications include deep learning and signal processing. a control system, aerospace technology and other industry related applications. **What do you dislike about MATLAB?** The drawback of Matlab is that a user has to learn programming to use Matlab. And most of the time, people who use Matlab are not programmers, they just try to do some of the engineering activities which can be done beautifully by Matlab. But stuck, because of programming. **What problems is MATLAB solving and how is that benefiting you?** Matlab is solving engineering problems related to aerospace systems and mechanical techniques. It was able to help me with my project work related to defence and aerospace. The inbuilt tools in Matlab are very helpful and easy to use. Also, connecting Matlab with other programming software such as Python is very easy and useful. ### 24. Best language and software for Mathematics and Deep Learning **Rating:** 4.5/5.0 stars **Reviewed by:** PREM SAGAR K. | Microsoft Engage Mentee, Mid-Market (51-1000 emp.) **Reviewed Date:** February 12, 2022 **What do you like best about MATLAB?** Matlab Simulink is my favorite since it shows how mathematical modeling is used in real life. It provides a library for Developing Neural networks for any kind of data. Most suitable for image processing data and quickly we can simulate neural network model and can see how epoch is working. If you're already intermediate, you can use Matlab as a rapid prototyping tool while concentrating on other areas of your work. **What do you dislike about MATLAB?** The size of the MATLAB software is enormous, so it's complicated for a low configuration Computer to operate MATLAB. Matlab isn't available for free. It's a significant issue, especially if you wish to share your code with others because not everyone can afford a Matlab license. **What problems is MATLAB solving and how is that benefiting you?** I am using MATLAB for developing different types of Deep Learning models, including Neural networks, and also using it for simulation for mathematics equations. Easy debugging, a user-friendly interface, and a wide selection of toolboxes are advantages of using MATLAB. ### 25. MATLAB - time to be put down **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Higher Education | Small-Business (50 or fewer emp.) **Reviewed Date:** June 23, 2022 **What do you like best about MATLAB?** Easy to prototype new programs Intituive interface Workspace to see variables / values Easy to learn Rather large standard library Fast execution (for my uses) Dedicated development team **What do you dislike about MATLAB?** Very large installation Takes a long time to launch Not any kind of realistic way to develop outside of the MATLAB IDE and be able to debug effectively Toolboxes cost money Extremely expensive, even for casual use Slowly being replaced by Python **What problems is MATLAB solving and how is that benefiting you?** MATLAB is an excellent tool to prototype something and check feasibility. I almost always had some kind of boilerplate code that I would use to load process my files. I work in psychophysics, so a lot of statistics and math are involved. MATLAB is great for these use cases. ### 26. A must have for every Engineering Student **Rating:** 4.5/5.0 stars **Reviewed by:** Kunal M. | Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** March 30, 2022 **What do you like best about MATLAB?** Matlab is a very useful software for any engineering student it has various applications that can be used for simulation of various engineering subjects such as control systems, electrical machines, power electronics, power systems, etc. **What do you dislike about MATLAB?** Matlab is a very high-end software and needs a good system having good specs to run smoothly also it is quite an expensive tool when it comes to purchasing it, rest it is a very useful and handy tool. **Recommendations to others considering MATLAB:** A very useful tool should consider for simulation. **What problems is MATLAB solving and how is that benefiting you?** I have used MatLab to build various projects one such project was load forecasting using a machine learning algorithm in that I have used inbuilt MatLab libraries to make my work easier, I have also used MatLab to get various plots. ### 27. Good tools for maths based simulation **Rating:** 3.0/5.0 stars **Reviewed by:** Janak S. | Data analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** August 23, 2022 **What do you like best about MATLAB?** I like the ANN tool and optimisation tool, which have advanced optimisation techniques and are very fast and easy to use compared to others software like R or python. **What do you dislike about MATLAB?** Dislike part in Matlab software, libraries available are fewer, and it's paid software. It consumes very high memory, and the software size high approx 3gb. Matlab learning resource availability very less. **What problems is MATLAB solving and how is that benefiting you?** I used Matlab to solve a project on manufacturing process optimisations, which improve efficency. I also did the simulation of the manufacturing industry, which reduced non-value-added activity ### 28. Propably best data analytics software on market **Rating:** 5.0/5.0 stars **Reviewed by:** Dr. Narayanan M. | Chief Client Partner, Director, Enterprise (> 1000 emp.) **Reviewed Date:** April 15, 2022 **What do you like best about MATLAB?** Matlab is a highly flexible program that it may use for various tasks. I believe it is efficient and straightforward to use software that significantly improves programmers' lives. Matlab's debugging tool is straightforward to use and extremely powerful. The mathematical and statistical libraries are extensive and well-maintained. The community is beneficial and active, which comes in handy when you run into a roadblock and are unsure what to do. **What do you dislike about MATLAB?** The time required to run sophisticated code is excessive. Consider the case where you have a dozen loops. It will take a very long time to run. At times, it simply does not work. **What problems is MATLAB solving and how is that benefiting you?** Matlab is the primary program we utilize for data analysis and modeling. Matlab has simplified our job significantly, as we work with various forms of data. We can perform simple tasks such as calculating statistics for many data points using Matlab, or we can represent this data using figures and other elements. ### 29. MATLAB as a professional calculation tool **Rating:** 5.0/5.0 stars **Reviewed by:** Roger Alexander E. | Profesor, Small-Business (50 or fewer emp.) **Reviewed Date:** April 10, 2022 **What do you like best about MATLAB?** It is a tool that contains an easy-to-understand programming language, a large support community, and a lot of technical information about the functions to use. Additionally, it has multiple specialized tools. **What do you dislike about MATLAB?** In some cases, the configurations can be difficult to complete, generally in SIMULINK, and the program also requires a computer with good technical specifications. **Recommendations to others considering MATLAB:** I recommend using MATLAB if you are an engineering student or a professional who wants to improve large-scale data analysis. **What problems is MATLAB solving and how is that benefiting you?** I have developed graphic simulators with user interaction and with built-in graphics, I have managed to create impressive graphs with the set of graph configurations regardless of the amount of data. ### 30. Very useful in mathematical computations and so user friendly in programming **Rating:** 5.0/5.0 stars **Reviewed by:** Morteza A. | Director/owner, Enterprise (> 1000 emp.) **Reviewed Date:** August 01, 2018 **What do you like best about MATLAB?** Many functions are already programmed in Matlab. the programming itself is also very easy and straightforward. editing and compiling and finding errors and following the variable values are really fast and easy. **What do you dislike about MATLAB?** Well, for large computations, matrix manipulations make the code slow.. **What problems is MATLAB solving and how is that benefiting you?** solving equations, mathematical calculations in engineering problems Matlab is really helpful in this regard. and more important programming engineering solutions and simulations are a great force provided by Matlab. ### 31. Mathematics Tool at the Best **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Research | Small-Business (50 or fewer emp.) **Reviewed Date:** October 12, 2022 **What do you like best about MATLAB?** The vast scope of Application in various fields and domains of Science & Technology **What do you dislike about MATLAB?** You have to be good in coding and learn them big time for implementing any solutions **What problems is MATLAB solving and how is that benefiting you?** Science & Engineering problems related to Earth System Science ### 32. Matlab is the easiest programming language for multipurpose academic application **Rating:** 5.0/5.0 stars **Reviewed by:** Lucas M. | Ph.D. Candidate, Enterprise (> 1000 emp.) **Reviewed Date:** July 30, 2020 **What do you like best about MATLAB?** Matlab is a simple programming language, extremely popular for educational, academic, and professional purposes. For this reason, it is easy to find tutorials, libraries and open source codes for the most various applications: from simple calculations, structural design, analytical systems, data analysis, plotting tools, you will be able to find pretty much anything that you need to kick off your project. **What do you dislike about MATLAB?** Integrals, derivatives, and other operations with implicit functions take longer than other programming languages. This is a small problem that you can almost always find wor around, though **Recommendations to others considering MATLAB:** You will be able to find a lot of useful information in mathworks website, as well as in open forums (reddit, stackoverflow...) **What problems is MATLAB solving and how is that benefiting you?** I am solving problems such as FEA analysis, material constitutive modeling, processing large amount of data and several other engineering and educational problems ### 33. A powerful programming and compluting package **Rating:** 4.5/5.0 stars **Reviewed by:** Arshad R. | Student, Mid-Market (51-1000 emp.) **Reviewed Date:** January 05, 2022 **What do you like best about MATLAB?** Matlab provides us great visualization. I love how easy it is to create prototypes due to its easy simulation and modelling system. Apart from that the codes are usually simple and not very complex and its built in debugging further adds to that ease. **What do you dislike about MATLAB?** What I don't like about Matlab is that being a heavy software that it is, it occupies a huge protion of my device's processing power and RAM memory, which is sometimes a headache if I want yo use my computer for some other work simultaneously. **Recommendations to others considering MATLAB:** I would highly recommend Matlab to others on the basis of it being relatively easy to use and simple working. **What problems is MATLAB solving and how is that benefiting you?** I primarily use Matlab for data related tasks like its analysis, simulation and subsequent visualization along with occasional code development for data plotting. ### 34. Electical, Mecahnical, Mechatronics Engineering should never live without MatLab **Rating:** 5.0/5.0 stars **Reviewed by:** Mouath A. | Mechanical Project Engineer , Small-Business (50 or fewer emp.) **Reviewed Date:** February 08, 2022 **What do you like best about MATLAB?** I like the extreme toolboxes and features that can be used by any Electrical or mechatronics engineer. You can start from scratch from making the model ending by Simulation for any system in the world. Okay, I have never used MatLab in the industry, but when I was in the university we made a great systems that simulates a real world plants. **What do you dislike about MATLAB?** Complexity. If an engineer needs to discover the real power of Matlab, he needs to make a perfect practice and some professional training. On the other hand, The price is a little bit expensive. I would love to open a company for some modeling and simulation, but unfortuntly, the price is a big rock. The initial investment is very high, especially when you buy a workstation that handles the Matlab calculations. **Recommendations to others considering MATLAB:** Train yourself on Matlab. Then, You will be a real key person. **What problems is MATLAB solving and how is that benefiting you?** Matlab solves all the industrial problems that are not easy to understand. For example, machines run with operators can be easily identified and simulated in Matlab and find a different operating view in terms of cost-saving and so on. As I said, In the university version, It was a limited edition, but you can do outstanding systems, and you can upgrade any manual system to a better and more efficient system. ### 35. Matlab sumulink for building complex model **Rating:** 4.0/5.0 stars **Reviewed by:** Omkar S. | Associate Consultant, Enterprise (> 1000 emp.) **Reviewed Date:** September 22, 2022 **What do you like best about MATLAB?** Easy to simulates complex model. With the help of multiple block complex sceario can be created easily **What do you dislike about MATLAB?** Execution time ia very slow . it should me be fast. **What problems is MATLAB solving and how is that benefiting you?** Creating functaionly reated to created state machine using sumilink ### 36. Matlab is the most user-friendly software program for a variety of academic applications. **Rating:** 5.0/5.0 stars **Reviewed by:** Rebecca T. | Marketing Manager, Enterprise (> 1000 emp.) **Reviewed Date:** January 19, 2022 **What do you like best about MATLAB?** MATLAB is an excellent tool to analyze, sort, and visualize data. I do it most of the times to help me grasp enormous data collections. It's ideal for creating plots and charts that represent sets of data. When it comes to creating a whole software to be loaded into a mobile or tablets, MATLAB would not suffice. **What do you dislike about MATLAB?** Integrations, derivation, and other processes using implicitly variables take longer to perform than elsewhere programming systems. However, this is a minor issue that can be found practically anywhere. **What problems is MATLAB solving and how is that benefiting you?** Matlab is a basic programming language that is widely used in instructional, scientific, and commercial settings. As a result, it is straightforward to locate courses, modules, and free software scripts for a wide range of applications: from basic math to building structure, analytic algorithms, data processing, and charting programs, you would be able to locate almost everything you have to get started on your work. ### 37. Matlab for biomechanics and mechanical engineerings **Rating:** 5.0/5.0 stars **Reviewed by:** Manideep G. | PHD Student, Mid-Market (51-1000 emp.) **Reviewed Date:** October 31, 2021 **What do you like best about MATLAB?** Graphical tools, especially when we move our cursor it pops up the values defined on the plot. I also like the fact it has interface with many open-source softwares like OpenSim. **What do you dislike about MATLAB?** Intially time taken to start the matlab. It consumes lot of power while I don't run the matlab but kept it open just to avoid the load time. **Recommendations to others considering MATLAB:** I recommend using MATLAB to engineering who are starting to deal with matrix or with large data. It doesn't require a lot of training and even if you wanna migrate to other softwares understanding the functioning of matlab helps to learn other softwares. It's gives visual feedback and display the values which can be easily exportable making it most user friendly software. **What problems is MATLAB solving and how is that benefiting you?** I used matlab to slove Inverse dynamic problems during my bachelor's. For my BTP we used matlab to recreate G-code and potentiometer feedback system to accurately machine the patterns. During my master's degree I used matlab for generating plot of large date sets. I also used to perform forward dynamics problem in standing wheelchair using the logics from OpenSim. ### 38. Fundamental component in an engineers toolbox **Rating:** 5.0/5.0 stars **Reviewed by:** William R. | Senior Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** February 09, 2022 **What do you like best about MATLAB?** Documentation is well put together, aids with numerous examples, and thoroughly explains the parameterized functions. Matlab sends regular updates with new features. Loads of tools for numerous complex engineering problems **What do you dislike about MATLAB?** Cost can be high depending on the toolboxes needed. Some functions can require a lot of system resources. I would love to see one-on-one or group training events that have live interactions. **What problems is MATLAB solving and how is that benefiting you?** Signal processing. Control system stabilization and performance tuning. The most significant benefit is the functional interface versus some open source platforms. There is no need to exercise version control or set up environments. ### 39. Research Based Simulation Tool **Rating:** 4.5/5.0 stars **Reviewed by:** Vandana S. | Assistant Professor, Mid-Market (51-1000 emp.) **Reviewed Date:** October 11, 2021 **What do you like best about MATLAB?** Easy to use and install. In beginning just requested an academic version of MATLAB and the installation is very easy. Polyspace is the recent icon default created for Matlab, but we need to call through the Matlab icon only. Improved and stable version 2021. **What do you dislike about MATLAB?** Space requirement is too high also it creates a major load of the system while running. No direct linking with CUDA drivers. Pirated versions were available on the internet, which degrade the value of the tool. The process of code compilation is time-consuming in the case of learning modules involved. **Recommendations to others considering MATLAB:** I am using this tool for higher education involving research work. For research work in most of the fields, Matlab is a good simulator tool to use. **What problems is MATLAB solving and how is that benefiting you?** Matlab solves our problems related to the research. It is easy to carry the research work in Matlab. It solves the problems regarding: Computer Vision Classification regression Wireless communications and many more. ### 40. A very useful and highly accurate programming and mathematic computing software! **Rating:** 4.5/5.0 stars **Reviewed by:** Shubham S. | Technical Director, Small-Business (50 or fewer emp.) **Reviewed Date:** November 22, 2021 **What do you like best about MATLAB?** MATLAB needs its own code which is very easy to use and understand as it is very similar to the english language. Further on, if compared with the market there are very few softwares like MATLAB which accurately provide the answers to computing problems. **What do you dislike about MATLAB?** The User Interface of MATLAB is not really easy to use as there is much of technical expertise involved with using the software. Also, the software is very huge in size and may not support many laptops or PCs. **Recommendations to others considering MATLAB:** It is best in the market for signal processing and communication engineering programmers! **What problems is MATLAB solving and how is that benefiting you?** I have been solving my communication and signal processing problems with the help of MATLAB. I am more productive with the accurate results it provides with many real life problems. ### 41. MATLAB is a modelling, simulation and scripting environment which is developed my MathWorks. **Rating:** 5.0/5.0 stars **Reviewed by:** Roshan R. | Mobile Application Developer, Enterprise (> 1000 emp.) **Reviewed Date:** February 22, 2022 **What do you like best about MATLAB?** Instead of a thousand lines of code, you can just develop your logic graphically. Simulating an environment is a piece of cake with MATLAB. m- scripting is also easier than other programming languages. **What do you dislike about MATLAB?** It takes more time to execute as compared to other programming languages i.e. C/ C++ Also, MATLAB license is very expensive. Using MATLAB requires more RAM in your computer otherwise your PC hangs **Recommendations to others considering MATLAB:** It's a very useful environment to use for simulating and representing your logic graphically **What problems is MATLAB solving and how is that benefiting you?** This platform is vastly used in Automotive and Embedded domain. MATLAB Stateflow saves a lot of time as you represent your logic graphically instead of a code. Simulating a vehicle feature is very easy. ### 42. Matlab for biosignal processing **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Defense & Space | Mid-Market (51-1000 emp.) **Reviewed Date:** August 01, 2022 **What do you like best about MATLAB?** Matlab is useful for biosignal processing techniques such as filtering and power spectral density features. **What do you dislike about MATLAB?** You are provided with a function for doing any basic filtering which doesn't provide an idea for the researchers on how exactly it works **What problems is MATLAB solving and how is that benefiting you?** We are using MATLAB for biomechanical and biosignal analysis where a medical device development makes use of MATLAB code for initial testing conditions ### 43. Best software automotive industry **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Industrial Automation | Enterprise (> 1000 emp.) **Reviewed Date:** December 04, 2018 **What do you like best about MATLAB?** I am using matlab for 1 year. I have used MATLAB for developing different simulink models and unit testing. Also by using MATLAB programming i have developed few automation scripts which is helping me and my team alot. Also toolbox comes with lots of feature. **What do you dislike about MATLAB?** Till date i haven't found any issue with MATLAB. It is working smoothly on my machine and helping alot in simulink model development. **What problems is MATLAB solving and how is that benefiting you?** I have used MATLAB for simulink model development and also unit testing. Some times i found bug in my model while testing but MATALAB debugging help me to find the bug. Also simulation provide by MATLAB is real time, so i can see the signal values in real time. ### 44. MATLAB is the ultimate solutions for numerical analysis. **Rating:** 5.0/5.0 stars **Reviewed by:** Syed Mostasim H. | Chairperson, Enterprise (> 1000 emp.) **Reviewed Date:** August 25, 2021 **What do you like best about MATLAB?** I love MATLAB, and I am obsessed with it. Being an engineering student, I use Matlab for any mathematical modeling and visual representation. I like Matlab Simulink the most as it demonstrates the actual life implementation of mathematical modeling. Matlab is very easy as a programing language. It has a close proximation with the python programming language in terms of function library. **What do you dislike about MATLAB?** I do not dislike anything about Matlab or do not have that amout of expertise to detect any faults. I love matlab and I am used to it. **Recommendations to others considering MATLAB:** Use Matlab for better data analysis and graphical representation. **What problems is MATLAB solving and how is that benefiting you?** I am solving a big problem in my life. I hate doing maths aftermaths in my notebooks. I do not understand any solutions unless I can see the graphs associated with its data. So, by including that function in Matlab, I can quickly generate a graph that helps me visualize the function and understand the several ins and outs. Hence, by it, I am solving the most significant problem. Being an engineering student, I do need to understand every bit and piece of data. Matlab helps me to get the full view of any data. ### 45. Great tool, the online version needs some improvment **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Research | Enterprise (> 1000 emp.) **Reviewed Date:** November 09, 2021 **What do you like best about MATLAB?** -Matlab is simple to use. -It is a friendly learning tool for those who want to start programming. -If you are already at an intermediary level, you can use Matlab as a rapid prototyping tool and focus on other aspects of your work. -Helps or documents about Matlab toolboxes or Matlab functions are accessible offline via the software but also online via Mathworks. They are well written. **What do you dislike about MATLAB?** Unfortunately, Matlab is not free. It is a big problem, especially if you want to share your code with other people, as not everyone has the chance to buy a Matlab license. It would be nice if Mathworks made an online version of Matlab with all or almost all packages accessible. An online version of Matlab (MATLAB Online) exists, but it is still too restricted, in my opinion. **Recommendations to others considering MATLAB:** Start with Matlab, but you must switch rapidly to another programming language. **What problems is MATLAB solving and how is that benefiting you?** I implement codes to assess numerical methods that I develop in my research. Matlab allows me to compute my solution and visualize the output quicker without too much work. ### 46. MATLAB - Best software for simulation **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Automotive | Enterprise (> 1000 emp.) **Reviewed Date:** January 18, 2022 **What do you like best about MATLAB?** I have been using MATLAB since college and in my current job for making Simulink models and testing purposes. The coding in MATLAB is almost just like python coding which makes it very easy to use. I have been using MATLAB in my job for testing and development of automotive features and it has made my work much easier by allowing various apps to be installed within the environment for automation purposes and also it had a wide variety of toolboxes that make your work easier. **What do you dislike about MATLAB?** The major thing that I dislike is that the MATLAB license is very costly and for students, it is not an affordable option. Also, MATLAB is a very bulky software and occupies a huge portion of my RAM which can cause a problem. Your system should have at least 8-16GB RAM for the software to function smoothly. Other than that, no major issues. **Recommendations to others considering MATLAB:** If you are a student, use a free version that is usually available when you enroll for some MATLAB-related courses from online MOOC providers. But if you want to use MATLAB for professional use, then you must buy a MATLAB license. MATLAB license is very costly that's why I recommend students to not go for purchasing the license, for students the amount is comparatively less than that for a standard use license, still might not be affordable for everyone. **What problems is MATLAB solving and how is that benefiting you?** I use MATLAB basically for the Simulation of models that we design for testing of various features. The benefits are easy debugging, a user-friendly interface, and the availability of a wide range of toolboxes. ### 47. Best Tool for Engineering Problem **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Higher Education | Mid-Market (51-1000 emp.) **Reviewed Date:** February 10, 2022 **What do you like best about MATLAB?** Matlab is a great tool for general engineering applications. It is user-friendly and not difficult to use if one has some programming background. It is very helpful for general matrix manipulation. **What do you dislike about MATLAB?** There are no aspects of Matlab that I dislike at the moment. As an experienced user and an engineer, I am not into the coding aspect of the program or its code efficiency. **What problems is MATLAB solving and how is that benefiting you?** I use Matlab for a lot of applications including automation scripts to handle data, finite elemetns analysis coding, optimization problems,etc. I find it most useful for problems involvng a lot of matrix manipulation. ### 48. It's a fingertip job with MATLAB **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Oil & Energy | Enterprise (> 1000 emp.) **Reviewed Date:** July 31, 2022 **What do you like best about MATLAB?** Data types, easy to cope up with any kind of task, profiling, support from MathWorks. Super good documentations **What do you dislike about MATLAB?** Breakpoints, takes most system resources, not impressed with web apps designer, code navigation is not good as vs, **What problems is MATLAB solving and how is that benefiting you?** With simple setup we can get task done, especially data analysis and visualisation. ### 49. MATLAB REVIEW **Rating:** 4.5/5.0 stars **Reviewed by:** Muhammad Junaid M. | Post-doctoral Research Assistant , Enterprise (> 1000 emp.) **Reviewed Date:** May 25, 2022 **What do you like best about MATLAB?** MATLAB is a powerful tool for coding and predictions... **What do you dislike about MATLAB?** A lot of help and guides are available online. So there is nothing to dislike... **Recommendations to others considering MATLAB:** NA **What problems is MATLAB solving and how is that benefiting you?** I am using it for engineering purposes. I am working on engineering dynamics... ### 50. Matrices Laboratory, is a multi dimensional problem solver.Best for Engineers. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Mechanical or Industrial Engineering | Enterprise (> 1000 emp.) **Reviewed Date:** January 28, 2022 **What do you like best about MATLAB?** Matlab provide space to define a practical problem convert it into mathematical model and code it to solve for the design parameters. These can be further optimised. **What do you dislike about MATLAB?** Too much RAM usage makes unaffordable for few economically backward students. But One can use MATLAB online as alternative. Enrich the library with more complex problems. **Recommendations to others considering MATLAB:** Engineering students must learn to use it **What problems is MATLAB solving and how is that benefiting you?** I code to plot the design parameters of various Mechanical systems involving concepts like vibration, strength, Multi body dynamics . Also used it for understanding of working of various control sensors. ## 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=3§ion=pricing&secure%5Bexpires_at%5D=2026-07-22+03%3A50%3A15+-0500&secure%5Bsession_id%5D=ae8f5cd6-4179-42b1-abe9-652665f7b901&secure%5Btoken%5D=43a69979996fac4ca9ac9213e74a95f1109eb95f886f5f67bb9b2cfc84e5cc68&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)