MATLAB Features
Model Development (5)
Language Support
Based on 96 MATLAB reviews. Supports programming languages such as Java, C, or Python. Supports front-end languages such as HTML, CSS, and JavaScript
Drag and Drop
Offers the ability for developers to drag and drop pieces of code or algorithms when building models This feature was mentioned in 94 MATLAB reviews.
Pre-Built Algorithms
Provides users with pre-built algorithms for simpler model development This feature was mentioned in 104 MATLAB reviews.
Model Training
Supplies large data sets for training individual models 98 reviewers of MATLAB have provided feedback on this feature.
Feature Engineering
Transforms raw data into features that better represent the underlying problem to the predictive models This feature was mentioned in 79 MATLAB reviews.
Machine/Deep Learning Services (6)
Computer Vision
Offers image recognition services 89 reviewers of MATLAB have provided feedback on this feature.
Natural Language Processing
Based on 78 MATLAB reviews. Offers natural language processing services
Natural Language Generation
Based on 76 MATLAB reviews. Offers natural language generation services
Artificial Neural Networks
Based on 91 MATLAB reviews. Offers artificial neural networks for users
Natural Language Understanding
As reported in 69 MATLAB reviews. Offers natural language understanding services
Deep Learning
Provides deep learning capabilities This feature was mentioned in 77 MATLAB reviews.
Deployment (3)
Managed Service
Manages the intelligent application for the user, reducing the need of infrastructure 82 reviewers of MATLAB have provided feedback on this feature.
Application
Based on 92 MATLAB reviews. Allows users to insert machine learning into operating applications
Scalability
Provides easily scaled machine learning applications and infrastructure This feature was mentioned in 93 MATLAB reviews.
Data Transformation (2)
Real-Time Analytics
Based on 73 MATLAB reviews and verified by the G2 Product R&D team. Facilitates analysis of high-volume, real-time data.
Data Querying
Based on 45 MATLAB reviews and verified by the G2 Product R&D team. Allows user to query data through query languages like SQL.
Connectivity (4)
Hadoop Integration
Based on 47 MATLAB reviews and verified by the G2 Product R&D team. Aligns processing and distribution workflows on top of Apache Hadoop
Spark Integration
Based on 50 MATLAB reviews and verified by the G2 Product R&D team. Aligns processing and distribution workflows on top of Apache Spark
Multi-Source Analysis
Based on 60 MATLAB reviews and verified by the G2 Product R&D team. Integrates data from multiple external databases.
Data Lake
Based on 52 MATLAB reviews and verified by the G2 Product R&D team. Facilitates the dissemination of collected big data throughout parallel computing clusters.
Operations (4)
Data Visualization
Based on 73 MATLAB reviews and verified by the G2 Product R&D team. Processes data and represents interpretations in a variety of graphic formats.
Data Workflow
Based on 68 MATLAB reviews and verified by the G2 Product R&D team. Strings together specific functions and datasets to automate analytics iterations.
Embedded Analytics
Based on 60 MATLAB reviews and verified by the G2 Product R&D team. Allows big data tool to run and record data within external applications.
Notebooks
Based on 37 MATLAB reviews and verified by the G2 Product R&D team. Use notebooks for tasks such as creating dashboards with predefined, scheduled queries and visualizations
Design (4)
3D/solid modeling Tools
Ability to modify 3D primitives (parametric editing tools, free-form editing tools, symmetrical editing process, etc.) 147 reviewers of MATLAB have provided feedback on this feature.
Drawing Tools
Based on 164 MATLAB reviews. Ability to access basic drawing tools (line, circle, polygons, etc.)
Editing Tools
As reported in 166 MATLAB reviews. Ability to access basic editing tools (erase, trim, extend, undo, etc.)
Rendering tools
As reported in 141 MATLAB reviews. Ability to access rendering tools (lighting tools, texture mapping, custom material creation, etc.)
Tools (3)
Fluid analysis
As reported in 127 MATLAB reviews. Ability to conduct computational fluid dynamics and thermal analysis
Finite element analysis
As reported in 150 MATLAB reviews. Ability to conduct finite element analysis test
Multibody dynamics
Ability to conduct kinematics and dynamic analysis of mechanisms This feature was mentioned in 132 MATLAB reviews.
Work (5)
Discrete event modeling
As reported in 159 MATLAB reviews. Ability to model discrete event simulation such as analyzing event-driven system models and optimizing performance characteristics such as latency, throughput, and packet loss.
Continuous event modeling
Ability to model continous event simulation This feature was mentioned in 161 MATLAB reviews.
Mechanical event simulation
As reported in 145 MATLAB reviews. Ability to conduct mechanical event simulation
Manufacturing process simulation
Ability to model a manufacturing processes like casting, molding and die press forming 135 reviewers of MATLAB have provided feedback on this feature.
Integrate
Based on 141 MATLAB reviews. Ability to integrate with CAD and PLM software
Environment (4)
Hardware support
Ability to support a sufficient number of hardware developers (by default or through the use of custom drivers). This feature was mentioned in 163 MATLAB reviews.
Task
Support for custom interfaces designed around specific design tasks, by default (out of the box) or through user customization. 162 reviewers of MATLAB have provided feedback on this feature.
Manage Multiple Profiles
Support for multiple user interface customizations. Can store and recall interfaces as required by a specific user without closing the application and without the need for scripting knowledge. 138 reviewers of MATLAB have provided feedback on this feature.
Command Clarity
Names of basic commands are clear and easy to understand. On-cursor documentation, such as tool tips and pop-up descriptions, provide clarification of icons and other user interface elements. 177 reviewers of MATLAB have provided feedback on this feature.
System (1)
Data Ingestion & Wrangling
Gives user ability to import a variety of data sources for immediate use This feature was mentioned in 75 MATLAB reviews.
Generative AI (3)
AI Text Generation
As reported in 14 MATLAB reviews. Allows users to generate text based on a text prompt.
AI Text Summarization
Condenses long documents or text into a brief summary. 14 reviewers of MATLAB have provided feedback on this feature.
AI Text-to-Image
Provides the ability to generate images from a text prompt. This feature was mentioned in 14 MATLAB reviews.
Agentic AI - Data Science and Machine Learning Platforms (7)
Autonomous Task Execution
Capability to perform complex tasks without constant human input This feature was mentioned in 10 MATLAB reviews.
Multi-step Planning
As reported in 10 MATLAB reviews. Ability to break down and plan multi-step processes
Cross-system Integration
Based on 10 MATLAB reviews. Works across multiple software systems or databases
Adaptive Learning
Based on 10 MATLAB reviews. Improves performance based on feedback and experience
Natural Language Interaction
As reported in 10 MATLAB reviews. Engages in human-like conversation for task delegation
Proactive Assistance
As reported in 10 MATLAB reviews. Anticipates needs and offers suggestions without prompting
Decision Making
As reported in 10 MATLAB reviews. Makes informed choices based on available data and objectives




