MATLAB Features
Model Development (5)
Language Support
Supports programming languages such as Java, C, or Python. Supports front-end languages such as HTML, CSS, and JavaScript 96 reviewers of MATLAB have provided feedback on this feature.
Drag and Drop
Based on 94 MATLAB reviews. Offers the ability for developers to drag and drop pieces of code or algorithms when building models
Pre-Built Algorithms
As reported in 104 MATLAB reviews. Provides users with pre-built algorithms for simpler model development
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 79 reviewers of MATLAB have provided feedback on this feature.
Machine/Deep Learning Services (6)
Computer Vision
As reported in 89 MATLAB reviews. Offers image recognition services
Natural Language Processing
Offers natural language processing services 78 reviewers of MATLAB have provided feedback on this feature.
Natural Language Generation
As reported in 76 MATLAB reviews. Offers natural language generation services
Artificial Neural Networks
As reported in 91 MATLAB reviews. Offers artificial neural networks for users
Natural Language Understanding
Based on 69 MATLAB reviews. Offers natural language understanding services
Deep Learning
Provides deep learning capabilities 77 reviewers of MATLAB have provided feedback on this feature.
Deployment (3)
Managed Service
Manages the intelligent application for the user, reducing the need of infrastructure This feature was mentioned in 82 MATLAB reviews.
Application
Allows users to insert machine learning into operating applications 92 reviewers of MATLAB have provided feedback on this feature.
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
As reported in 147 MATLAB reviews. Ability to modify 3D primitives (parametric editing tools, free-form editing tools, symmetrical editing process, etc.)
Drawing Tools
Ability to access basic drawing tools (line, circle, polygons, etc.) This feature was mentioned in 164 MATLAB reviews.
Editing Tools
Based on 166 MATLAB reviews. Ability to access basic editing tools (erase, trim, extend, undo, etc.)
Rendering tools
Ability to access rendering tools (lighting tools, texture mapping, custom material creation, etc.) This feature was mentioned in 141 MATLAB reviews.
Tools (3)
Fluid analysis
As reported in 127 MATLAB reviews. Ability to conduct computational fluid dynamics and thermal analysis
Finite element analysis
Ability to conduct finite element analysis test 150 reviewers of MATLAB have provided feedback on this feature.
Multibody dynamics
Based on 132 MATLAB reviews. Ability to conduct kinematics and dynamic analysis of mechanisms
Work (5)
Discrete event modeling
Ability to model discrete event simulation such as analyzing event-driven system models and optimizing performance characteristics such as latency, throughput, and packet loss. 159 reviewers of MATLAB have provided feedback on this feature.
Continuous event modeling
Based on 161 MATLAB reviews. Ability to model continous event simulation
Mechanical event simulation
As reported in 145 MATLAB reviews. Ability to conduct mechanical event simulation
Manufacturing process simulation
Based on 135 MATLAB reviews. Ability to model a manufacturing processes like casting, molding and die press forming
Integrate
Ability to integrate with CAD and PLM software 141 reviewers of MATLAB have provided feedback on this feature.
Environment (4)
Hardware support
As reported in 163 MATLAB reviews. Ability to support a sufficient number of hardware developers (by default or through the use of custom drivers).
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. This feature was mentioned in 138 MATLAB reviews.
Command Clarity
Based on 177 MATLAB reviews. 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.
System (1)
Data Ingestion & Wrangling
Gives user ability to import a variety of data sources for immediate use 75 reviewers of MATLAB have provided feedback on this feature.
Generative AI (3)
AI Text Generation
Allows users to generate text based on a text prompt. 14 reviewers of MATLAB have provided feedback on this feature.
AI Text Summarization
As reported in 14 MATLAB reviews. Condenses long documents or text into a brief summary.
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
As reported in 10 MATLAB reviews. Capability to perform complex tasks without constant human input
Multi-step Planning
As reported in 10 MATLAB reviews. Ability to break down and plan multi-step processes
Cross-system Integration
Works across multiple software systems or databases This feature was mentioned in 10 MATLAB reviews.
Adaptive Learning
Based on 10 MATLAB reviews. Improves performance based on feedback and experience
Natural Language Interaction
Engages in human-like conversation for task delegation This feature was mentioned in 10 MATLAB reviews.
Proactive Assistance
Based on 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




