Bright Data vs. Defined.ai vs. Python Comparison


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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 Defined.ai provides high-quality training data, tools, and models to AI professionals to power their AI projects. With resources in speech, NLP, translation, and computer vision, AI professionals can look to Defined.ai as a resource to get complex AI and machine learning projects to market quickly and efficiently. We host the leading AI marketplace, where data scientists, machine learning engineers, academics, and others can buy and sell off-the-shelf datasets, tools, and models. We also provide customizable workflows with tailor-made solutions to improve any AI project. Quality is at the core of everything we do, and we are in compliance with industry privacy standards and best practices. We also have a passion and mission to ensure that our data is ethically collected, transparently presented, and representative – since AI often reflects of our own human biases, it’s necessary to make efforts to prevent as much bias as possible, and our practices reflect that.	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 Insurance, banking, telecoms, retail	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
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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 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	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 Defined.ai Founded: 2015 United States www.defined.ai/	Company Information Python Founded: 1991 www.python.org
Alternatives NetNut	Alternatives Clickworker	Alternatives IBM SPSS Statistics IBM
PYPROXY	ProRata.ai	AMPL
Oxylabs	ScalePost	AppleScript Apple
Zyte	Bright Data	IronPython
Decodo View All	Human Native View All	Tcl 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 AI Training Data Providers Artificial Intelligence Data Marketplaces Data Monetization	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
Integrations AppMap Cenchu Daft DataLab DeepSeek FOSSA Forloop GRASS GIS Gable Kodezi Macrobond MeVisLab Qualcomm AI Inference Suite Qwen2.5 Stenography Sudo Ubivox h5py marimo sbomify Show More Integrations View All 17 Integrations	Integrations AppMap Cenchu Daft DataLab DeepSeek FOSSA Forloop GRASS GIS Gable Kodezi Macrobond MeVisLab Qualcomm AI Inference Suite Qwen2.5 Stenography Sudo Ubivox h5py marimo sbomify Show More Integrations	Integrations AppMap Cenchu Daft DataLab DeepSeek FOSSA Forloop GRASS GIS Gable Kodezi Macrobond MeVisLab Qualcomm AI Inference Suite Qwen2.5 Stenography Sudo Ubivox h5py marimo sbomify Show More Integrations View All 1215 Integrations
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