Bright Data vs. MATLAB vs. Python Comparison


Bright Data	MATLAB The MathWorks	Python	+
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About Bright Data is the world's #1 web data, proxies, & data scraping solutions platform. Fortune 500 companies, academic institutions and small businesses all rely on Bright Data's products, network and solutions to retrieve crucial public web data in the most efficient, reliable and flexible manner, so they can research, monitor, analyze data and make better informed decisions. Bright Data is used worldwide by 20,000+ customers in nearly every industry. Its products range from no-code data solutions utilized by business owners, to a robust proxy and scraping infrastructure used by developers and IT professionals. Bright Data products stand out because they provide a cost-effective way to perform fast and stable public web data collection at scale, effortless conversion of unstructured data into structured data and superior customer experience, while being fully transparent and compliant.	About MATLAB® combines a desktop environment tuned for iterative analysis and design processes with a programming language that expresses matrix and array mathematics directly. It includes the Live Editor for creating scripts that combine code, output, and formatted text in an executable notebook. MATLAB toolboxes are professionally developed, rigorously tested, and fully documented. MATLAB apps let you see how different algorithms work with your data. Iterate until you’ve got the results you want, then automatically generate a MATLAB program to reproduce or automate your work. Scale your analyses to run on clusters, GPUs, and clouds with only minor code changes. There’s no need to rewrite your code or learn big data programming and out-of-memory techniques. Automatically convert MATLAB algorithms to C/C++, HDL, and CUDA code to run on your embedded processor or FPGA/ASIC. MATLAB works with Simulink to support Model-Based Design.	About The core of extensible programming is defining functions. Python allows mandatory and optional arguments, keyword arguments, and even arbitrary argument lists. Whether you're new to programming or an experienced developer, it's easy to learn and use Python. Python can be easy to pick up whether you're a first-time programmer or you're experienced with other languages. The following pages are a useful first step to get on your way to writing programs with Python! The community hosts conferences and meetups to collaborate on code, and much more. Python's documentation will help you along the way, and the mailing lists will keep you in touch. The Python Package Index (PyPI) hosts thousands of third-party modules for Python. Both Python's standard library and the community-contributed modules allow for endless possibilities.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Companies looking to collect data from the web	Audience Modeling, simulation, and programming software that can be hosted in the cloud or on-premise	Audience Developers interested in a beautiful but advanced programming language
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $0.066/GB Free Version Free Trial	Pricing No information available. Free Version Free Trial	Pricing Free Free Version Free Trial
Reviews/Ratings Overall 5.0 / 5 ease 2.0 / 5 features 5.0 / 5 design 5.0 / 5 support 5.0 / 5 Read all reviews	Reviews/Ratings Overall 4.7 / 5 ease 4.5 / 5 features 4.9 / 5 design 4.8 / 5 support 4.8 / 5 Read all reviews	Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 5.0 / 5 support 5.0 / 5 Read all reviews
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Bright Data Founded: 2014 United States brightdata.com	Company Information The MathWorks Founded: 1984 United States www.mathworks.com	Company Information Python Founded: 1991 www.python.org
Alternatives NetNut	Alternatives Posit	Alternatives IBM SPSS Statistics IBM
PYPROXY	PrimeSim HSPICE Synopsys	AMPL
Oxylabs	LabVIEW NI	AppleScript Apple
Zyte	LiveLink for MATLAB Comsol Group	Ruby Ruby Language
Decodo View All	Scilab Scilab Enterprises View All	JSON View All
Categories AI Agents Bright Data empowers AI agents to autonomously search, extract, and interact with the web at scale. Our all-in-one platform provides essential APIs and infrastructure that handle JavaScript rendering, CAPTCHA solving, and anti-bot challenges automatically. Deploy AI agents with our Web Scraping API for automated data extraction, Search API for real-time context augmentation, and dedicated endpoints for LLM-ready data from 100+ domains. Whether you're building RAG applications, training models, or developing autonomous AI agents, our enterprise-grade infrastructure ensures reliable, compliant web data collection with features like browser automation and behavioral simulation. Trusted by 20,000+ customers worldwide and validated through successful court cases, Bright Data delivers the stable, ethical data collection capabilities modern AI applications demand. AI Tools AI Training Data Providers AI Web Scrapers AI/ML Model Training Data Collection Data Extraction Data Marketplaces Data Mining Data Monetization Headless Browsers Price Monitoring Proxy Servers Residential Proxies Unstructured Data Analysis Web Dataset Providers Web Scraping Web Scraping APIs Website Unblockers	Categories Backtesting CAD Computer-Aided Engineering (CAE) Data Science Data Visualization Embedded Software Development Engineering Financial Risk Management Fraud Detection Mechanical Engineering Predictive Analytics Programming Languages Simulation Statistical Analysis	Categories Programming Languages
Show More Features Data Extraction Features Disparate Data Collection Document Extraction Email Address Extraction Image Extraction IP Address Extraction Phone Number Extraction Pricing Extraction Web Data Extraction Proxy Servers Features Anonymous Automatic IP Rotation Data Center Proxies Geo-Targeting Mobile Proxies Reporting / Analytics Residential Proxies SSL Whitelisted IPs	Show More Features CAD Features 2 1/2-Axis Milling 2D Drawing 3-Axis Milling 3D Modeling 4-Axis Milling 5-Axis Milling Civil Collaboration Database Connectivity Design Analysis Design Export Document Management Electrical Hole Making Mechanical Mechatronics Presentation Tools Simulate Cycles Spiral Output Structural Engineering Toolpath Simulation User Defined Cycles Engineering Features 2D Drawing 3D Modeling Chemical Engineering Civil Engineering Collaboration Design Analysis Design Export Document Management Electrical Engineering Mechanical Engineering Mechatronics Presentation Tools Structural Engineering Financial Risk Management Features Compliance Management Credit Risk Management For Hedge Funds Liquidity Analysis Loan Portfolio Management Market Risk Management Operational Risk Management Portfolio Management Portfolio Modeling Risk Analytics Benchmarks Stress Tests Value At Risk Calculation Simulation Features 1D Simulation 3D Modeling 3D Simulation Agent-Based Modeling Continuous Modeling Design Analysis Direct Manipulation Discrete Event Modeling Dynamic Modeling Graphical Modeling Industry Specific Database Monte Carlo Simulation Motion Modeling Presentation Tools Stochastic Modeling Turbulence Modeling Statistical Analysis Features Analytics Association Discovery Compliance Tracking File Management File Storage Forecasting Multivariate Analysis Regression Analysis Statistical Process Control Statistical Simulation Survival Analysis Time Series Visualization
Integrations BrainAPI CubicWeb DataLab Jeeva eClinical Cloud Light Table Llama 4 Maverick MERCI Cloud ERP Mentat Oracle NoSQL Database Qualcomm AI Inference Suite Queue-it SBOX SOOS SecureFlag Streamlit Tggl Tobiko TruLens Ubivox Zep Show More Integrations View All 17 Integrations	Integrations BrainAPI CubicWeb DataLab Jeeva eClinical Cloud Light Table Llama 4 Maverick MERCI Cloud ERP Mentat Oracle NoSQL Database Qualcomm AI Inference Suite Queue-it SBOX SOOS SecureFlag Streamlit Tggl Tobiko TruLens Ubivox Zep Show More Integrations View All 77 Integrations	Integrations BrainAPI CubicWeb DataLab Jeeva eClinical Cloud Light Table Llama 4 Maverick MERCI Cloud ERP Mentat Oracle NoSQL Database Qualcomm AI Inference Suite Queue-it SBOX SOOS SecureFlag Streamlit Tggl Tobiko TruLens Ubivox Zep Show More Integrations View All 1212 Integrations
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