Bright Data vs. Human Native vs. Python Comparison


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Its proxy infrastructure spans one of the largest global networks, offering residential, ISP, mobile, datacenter, and dedicated datacenter proxies, along with Web Unblocker – an AI-driven tool that ensures block-free access to even the most protected sites. On the scraping tools side, the Oxylabs Web Scraper API manages every stage of large-scale data extraction. For dynamic, bot-protected websites, the Unblocking Browser ensures uninterrupted access. Oxylabs also offers AI Studio, which lets users extract data without writing code. The ready-made datasets provide structured data across industries such as e-commerce, real estate, and more – for data projects without custom scraping. In short, Oxylabs offers 177M+ IPs in 195 countries and is trusted by 4000+ clients worldwide, including Fortune 500 companies. Plus, the 24/7 customer service ensures clients get support when needed 988 Ratings Visit Website PYPROXY Market-leading proxy solution provides tens of millions of IP resources. Commercial residential and ISP proxy network includes 90M+ IPs around the world. Exclusive high-performance server requests access to real residential addresses. Abundant bandwidth support business demands. Real-time speed can reach 1M-5M/s.99% success rate guarantee data collection activities. There is no limit to the number of uses or invocation frequencies of the proxies. You can generate huge amounts of proxies at one time. Provide various API parameter configurations. Generate proxies by the method of username & password authentication, convenient and fast. Get highly anonymous real residential IPs and your privacy and safety are completely protected. Your real network environment won't be acquired at any time. Exclusive high-performance server requests access in real residential addresses, maintaining the normal connection of the proxies. Unlimited concurrency reduces business costs. 9 Ratings Visit Website Price2Spy Price2Spy makes automatic price adjustments easy to perform saving your most valuable resource - time, allowing your pricing team to focus on strategic planning and management. Since 2010, we have provided pricing intelligence for retailers and brands in 40+ countries, helping them smoothly grow profit margins and outsmart competition. If your business offers a large number of products and/or encounters fierce competition, no matter the industry, you can rely on Price2Spy pricing software and leave all processes, from price and additional product data collection to setting pricing strategies and automated repricing in real-time, to our team. 203 Ratings Visit Website OORT DataHub Data Collection and Labeling for AI Innovation. Transform your AI development with our decentralized platform that connects you to worldwide data contributors. We combine global crowdsourcing with blockchain verification to deliver diverse, traceable datasets. Global Network: Ensure AI models are trained on data that reflects diverse perspectives, reducing bias, and enhancing inclusivity. Distributed and Transparent: Every piece of data is timestamped for provenance stored securely stored in the OORT cloud , and verified for integrity, creating a trustless ecosystem. Ethical and Responsible AI Development: Ensure contributors retain autonomy with data ownership while making their data available for AI innovation in a transparent, fair, and secure environment Quality Assured: Human verification ensures data meets rigorous standards Access diverse data at scale. Verify data integrity. Get human-validated datasets for AI. Reduce costs while maintaining quality. Scale globally. 13 Ratings Visit Website Square 9 Paper-based work is a soul-crushing, profit-sapping drag on individual, team, and company productivity. Paper literally smothers innovation, creating a competitive disadvantage. The Square 9 AI-powered intelligent information processing platform takes the paper out of work and makes it easier to get things done with digital workflows that automate many aspects of how you work today. We make it easy by extracting information from scans or PDFs, storing documents in a searchable archive, and building digital twins of your current processes through graphical workflows. Let’s end the challenge of lost or misplaced invoices, approval bottlenecks, and tedious data entry into multiple systems. Now, you can capture and extract key data from your documents through Artificial Intelligence, eliminate data entry, access documents in the office or from home, streamline your three-way matching process, and automate invoice approval routing. 390 Ratings Visit Website DashboardFox Dashboards, codeless reporting, interactive data visualizations, data level security, mobile access, scheduled reports, embedding, sharing via link, and more. DashboardFox is a dashboard and data visualization solution designed for business users with a no-subscription pricing model. Pay once and you own the software for life. DashboardFox is self-hosted, install on your own server, behind your firewall. Looking for Cloud BI? We offer managed hosting services, but you still retain ownership of your DashboardFox licenses and data. DashboardFox allows your users to drill-down and interact with live data visualizations via dashboards and reports. Business users can create new visualization in a codeless report builder without needing a technical pedigree. An alternative to Tableau, Sisense, Looker, Domo, Qlik, Crystal Reports, and others. 5 Ratings Visit Website Jotform Trusted by over 25 million users, Jotform is an all-in-one, no-code platform that simplifies data collection, automation, and online sales. Using its drag-and-drop Form Builder, businesses can create customized forms and surveys to collect leads, payments, and e-signatures. With 10,000+ templates and advanced features like conditional logic and 200+ integrations, Jotform streamlines workflows. Jotform's AI-powered Agents provide real-time customer support, guiding users through form submissions, answering questions, and ensuring a smooth experience while reducing manual intervention. These AI agents learn from interactions to improve responses, enhancing efficiency and customer satisfaction. The platform also includes a Store Builder to sell products and services, accept payments through 30+ gateways, and tools like Approvals and Report Builder to automate workflows and generate actionable insights. 7,150 Ratings Visit Website Titan Bend, don’t break with Titan’s flexible business solutions and forms for Salesforce. Our scalable Salesforce Forms and software is rapidly developing a reputation as the gold-standard in Salesforce integration, and it’s easy to see why. Slash time to market, nuke code, and tackle any use case on a single platform. Our best-of-breed forms in Salesforce and applications cater to any industry and it’s our mission to provide custom solutions for difficult problems. Build web portals, sign documents, generate docs, send surveys, automate contracts, fill out forms in Salesforce, and so much more in just a few simple clicks. No code required and AI assisted! This is all 100% Salesforce integrated, empowering you to send data to the #1 CRM and pull it back in real-time. No other product on the market does it better or faster. Our customers and partners are the heartbeat of Titan. If you need a feature, simply request it via our Titan X Lab and we will consider it for our roadmap! 363 Ratings Visit Website Proton VPN Protect your business against damaging data breaches and easily comply with security frameworks like ISO 27001, GDPR, and HIPAA. Our software-only virtual private network easily integrates with your existing infrastructure to provide a flexible and scalable way to protect your organization. With our VPN Professional plan, you can securely access your LAN and SaaS resources by assigning and segmenting permissions to private dedicated VPN servers, allowing employees to access only what they need. With all plans, your network traffic is secured using strong AES-256 or ChaCha20 encryption. 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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 We’re bringing together rights holders and AI developers. Helping rights holders get compensation for copyrighted works. Enabling AI developers to responsibly acquire high-quality data. A comprehensive catalog of rights holders and their works. We help AI developers find the high-quality data they need. Rights holders have granular control over which individual works are open or closed to AI training. Monitoring solutions for detecting the misuse of copyrighted material. Enabling revenue for rights holders by licensing work for training with recurring subscriptions or revenue share. We help publishers get their content or data ready for AI models. We index, benchmark, and evaluate data sets to demonstrate their quality and value. Upload your catalog to the marketplace for free. Be compensated fairly for work. Opt-in and out of generative AI usages. Receive alerts for potential copyright infringement.	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 Companies in need of a platform to control and compensate creative works used to train AI	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 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 Human Native Founded: 2024 United Kingdom www.humannative.ai/	Company Information Python Founded: 1991 www.python.org
Alternatives NetNut	Alternatives ScalePost	Alternatives IBM SPSS Statistics IBM
PYPROXY	Created by Humans	AMPL
Oxylabs	Kled	AppleScript Apple
Zyte	Defined.ai	Ruby Ruby Language
APISCRAPY AIMLEAP View All	Datarade 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 AI Training Data Providers 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 Anti-Captcha Arachnophilia CZ CELLxGENE Discover CodeCollab EmEditor Fynix Gemma 2 Google Cloud Universal Ledger IBM watsonx Code Assistant L-Edit Photonics LangGraph Olostep PDF Generator API Piloterr Scrapy Shells SikuliX ThirdLine Towhee TrueZero Tokenization Show More Integrations View All 17 Integrations	Integrations Anti-Captcha Arachnophilia CZ CELLxGENE Discover CodeCollab EmEditor Fynix Gemma 2 Google Cloud Universal Ledger IBM watsonx Code Assistant L-Edit Photonics LangGraph Olostep PDF Generator API Piloterr Scrapy Shells SikuliX ThirdLine Towhee TrueZero Tokenization Show More Integrations	Integrations Anti-Captcha Arachnophilia CZ CELLxGENE Discover CodeCollab EmEditor Fynix Gemma 2 Google Cloud Universal Ledger IBM watsonx Code Assistant L-Edit Photonics LangGraph Olostep PDF Generator API Piloterr Scrapy Shells SikuliX ThirdLine Towhee TrueZero Tokenization Show More Integrations View All 1219 Integrations
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