14 Best Web Scraping Tools in 2025 (Pricing, Pros, Cons, Comparisons)

Reviewed by Povilas Kudriavcevas, R&D Engineer at Oxylabs.

Selecting the best web scraping company and the right affordable web scraping tools is crucial to ensure efficiency, scalability, and cost-effectiveness. A good web scraper tool should handle web browser interactions, navigate dynamic content, and extract relevant data from web pages directly without complexity. It should also be robust enough to bypass anti-scraping technologies, such as CAPTCHAs or IP blocks. In this top data scraping tools list, we carefully evaluated these aspects to ensure efficient and easy web scraping.

Disclaimer: The analysis presented in this article relies on information current as of 2025/05/19. Before depending on any comparative data, all users are advised to confirm the most recent status of products and services.

1. Best web scraping tool Oxylabs

Oxylabs Web Scraper API is a powerful and one of leading web scraping tools for businesses designed to extract data from websites at scale, even those with advanced anti-scraping measures. This web page scraping tool handles dynamic content, automates data collection, and delivers structured results efficiently.

Known as the most efficient web scraping solution, Web Scraper API includes OxyCopilot, an AI assistant for simplifying parsing and scraper creation, making it ideal for tackling complex websites in just a few clicks. It offers features like JavaScript rendering via a headless browser, automated scheduling for recurring tasks, and integration with cloud storage solutions like AWS and Google Cloud. Additionally, batch query support enables large-scale scraping, and the customizable parser ensures data is structured exactly as needed.

Oxylabs also offers a wide variety of solutions for any scraping use case. With Oxylabs’ user-friendly web scraping tools you can gather Amazon product, Amazon reviews, real-time SERP data, Google Maps and Google Lens data, and much more.

Pros

• AI-Powered OxyCopilot simplifies scraper development.

• Handles dynamic content and anti-scraping mechanisms effectively.

• Scalable solution with batch processing and scheduling.

• Integrates seamlessly with cloud storage platforms.

• Reliable and stable, with minimal timeouts.

Cons

• Higher cost compared to competitors.

2. Decodo (ex. Smartproxy)

Decodo's (ex. Smartproxy) Web Scraping API is a comprehensive solution designed to facilitate large-scale data extraction from various websites, effectively handling challenges like CAPTCHAs and IP blocks. While Decodo (ex. Smartproxy) offers multiple scraping APIs, this particular service focuses on delivering structured data efficiently and reliably.

The Web Scraping API includes task scheduling capabilities, enabling automated scraping at specified intervals, and supports both synchronous and asynchronous requests for real-time or on-demand data retrieval. Additionally, the API offers easy integration with various tools and platforms. 

Pros

• Allows for pre-set scraping tasks with email notifications upon completion.

• Employs browser fingerprinting to bypass CAPTCHAs and IP bans.

• Provides comprehensive documentation and code samples for quick integration.

• Ensures reliable data collection with a 100% success rate.

Cons

• Some functionalities, such as extended geo-targeting and JavaScript rendering, are available only in the Advanced plan.

• Costs may accumulate with high-volume usage, necessitating careful consideration for large-scale projects.

3. ScrapingBee

ScrapingBee's Web Scraping API is a service for automated data extraction designed to handle the technical complexities of web scraping, such as managing proxies and rendering JavaScript, allowing users to focus on data extraction.  

ScrapingBee provides AI-powered data extraction using natural language prompts, which makes it easier to scrape data without manually analyzing DOM structures. However, the AI's accuracy can be inconsistent on highly complex web pages or rapidly changing layouts. It offers JavaScript rendering, CAPTCHA solving, and proxy rotation, which are excellent for tackling anti-scraping measures.

Pros

• Reduces the need for manual coding with AI-driven extraction.

• Manages JavaScript-heavy websites effectively.

• Includes proxy rotation and CAPTCHA solving to avoid blocks.

• Straightforward setup for common scraping needs.

Cons

• May struggle with very complex or non-standard website layouts.

• Costly for large projects – per API call pricing can quickly add up.

4. Octoparse

Octoparse is a no-code web scraping tool that enables users to extract valuable data from websites without programming skills, thanks to its user-friendly visual interface . It simulates human interactions to collect information from both static and dynamic web pages, including those utilizing AJAX.

Octoparse offers two types of APIs: the Standard API and the Advanced API. The Standard API allows users to extract data into various formats such as CSV, Excel, HTML, and JSON, facilitating integration with CRM systems or data visualization tools. The Advanced API extends these capabilities by enabling users to manage tasks remotely and access scraped data stored in the cloud.

Pros

• Designed for non-coders, making web scraping accessible to a broader audience.

• Offers functionalities like automatic pagination, extraction of AJAX-loaded content, and IP rotation.

• Allows for large-scale data extraction and storage in the cloud.

Cons

• Some users have noted slower performance during large-scale scraping tasks.

• While feature-rich, the tool may have a learning curve for users unfamiliar with web scraping concepts.

5. Apify

Apify's Web Scraper is a versatile data scraper tool designed to crawl websites using the Chrome browser and scrape data through JavaScript. It supports both recursive crawling and URL lists, automatically managing concurrency to optimize performance, also earning a place in our best web crawlers list. 

Apify's Web Scraper cloud allows users to extract data into various formats, such as JSON, XML, or CSV, facilitating integration with other systems. It can be configured and run manually via a user interface or programmatically using the API, offering flexibility for different user preferences.

Pros

• Offers functionalities like automatic concurrency management and recursive crawling.

• Can be run manually or programmatically, catering to different user needs.

Cons

• Some users have noted slower performance during large-scale scraping tasks.

• Pricing may become expensive for extensive data extraction projects.

6. ScraperAPI

ScraperAPI is a web scraping solution designed to simplify data collection from websites by handling complex aspects like JavaScript rendering, CAPTCHAs, and anti-bot protections. It enables users to focus on retrieving web data without worrying about infrastructure setup or bypassing restrictions. 

ScraperAPI’s primary strength lies in its ability to handle dynamic web content via JavaScript rendering, allowing users to scrape modern websites with ease. The API is lightweight and easy to integrate into applications, supporting multiple programming languages. 

Pros

• CAPTCHA solving and user-agent rotation reduce the risk of blocks.

• Lightweight API with multi-language support simplifies implementation.

• Consistently works for a wide range of websites.

Cons

• Occasional downtime or errors when dealing with highly secure websites.

• Some complex scraping needs (e.g., extracting data in specific formats) may require additional coding.

• Pricing can add up for large-scale scraping projects with JavaScript rendering.

7. ScrapingBot

ScrapingBot is a web scraping API that enables users to extract HTML content from websites without the risk of being blocked. It manages complex scraping tasks, such as proxy rotation, CAPTCHA solving, and JavaScript rendering, so users can focus solely on collecting the data they need.

ScrapingBot allows users to extract data from dynamic websites that rely on JavaScript for content rendering, ensuring access to modern web content. It also handles proxy management internally, which eliminates the need for users to deal with rotating IPs or avoiding bans. The API includes automatic CAPTCHA solving and metadata parsing, which help users access structured data effortlessly. 

Pros

• Handles technical complexities, making it user-friendly.

• Suitable for non-technical users due to its straightforward setup.

Cons

• Occasional errors during scraping tasks, especially with more challenging websites.

• Not ideal for highly specialized scraping requirements.

8. WebScraper.io

Web Scraper is a versatile web scraping tool designed for both regular and professional use, enabling users to automate online data extraction. It offers a point-and-click interface, allowing users to configure scrapers by simply selecting elements on a webpage, eliminating the need for coding skills. 

Web Scraper provides a user-friendly, point-and-click interface that simplifies the configuration of scrapers, making it accessible to users without coding experience. It effectively extracts data from dynamic websites, including those with complex navigation and JavaScript content. 

Pros

• The point-and-click configuration simplifies the scraping process, making it accessible to non-technical users.

• Capable of handling complex websites with multiple levels of navigation.

Cons

• May encounter difficulties when scraping sites with intricate structures, such as dropdown menus leading to paginated content.

• While user-friendly, mastering the tool's full capabilities may require some time and experimentation.

9. PublicAPIs

Open APIs, also known as public APIs, are application programming interfaces that are publicly accessible on the internet and are available for developers to use. These web scraping platforms are typically made available by companies, organizations, or individuals to allow external developers to interact with their services, data, or platforms. Open APIs are generally free to use (although some may have usage limits or tiered pricing) and can help developers integrate functionality, access data, or build applications that interact with various systems. These tools are widely accessible and provide great resources for developers, hobbyists, and small businesses. 

Open APIs offer a variety of features depending on the platform or service they provide access to. For example, the Google Maps API allows developers to integrate interactive maps, geolocation, and routing functionality into their applications. Public APIs are usually well-documented and come with sample code to help developers get started. They also typically have usage limits to prevent abuse, and some may offer premium tiers with additional features. While they offer great functionality, open web scraper APIs may not always be as customizable or feature-rich as private, paid APIs.

Pros

• Many public APIs are free or have low-cost tiers, making them ideal for smaller data scraping tasks and projects.

• Open-source tools like Scrapy and BeautifulSoup give users full control over the scraping process.

• Popular public APIs typically have large online communities, offering tutorials, guides, and troubleshooting help.

• Open-source solutions allow users to modify the code for more tailored scraping tasks.

Cons

• Public APIs can struggle with large-scale scraping, especially when dealing with high volumes of data or websites with anti-scraping measures.

• Public APIs generally lack advanced features like automated CAPTCHA solving, proxy management, or JavaScript rendering found in paid options.

• Might be slower or less reliable compared to dedicated paid services that offer better infrastructure and support.

• Many free public APIs come with strict usage limits or restrictions on the amount of data that can be scraped.

10. ScreamingFrog

Screaming Frog SEO Spider is a powerful desktop-based website crawler designed for in-depth technical SEO audits. It enables users to identify and fix issues such as broken links, duplicate content, and improper redirects. This web scraping software supports JavaScript rendering, allowing it to crawl dynamic content effectively. Additionally, it integrates seamlessly with platforms like Google Analytics, Google Search Console, and PageSpeed Insights, providing a holistic view of a website's SEO health.

Beyond SEO auditing, Screaming Frog offers robust web scraping capabilities. Users can extract data using CSSPath, XPath, or regular expressions, and the visual custom extraction feature simplifies the process by allowing point-and-click data selection within an in-built browser. This flexibility makes it a valuable website scraping tool not only for SEO professionals but also for data analysts and marketers seeking structured data from websites.

Pros

• Comprehensive technical SEO auditing features.

• Supports JavaScript rendering for dynamic content.

• Advanced custom extraction for web scraping.

• Integrates with Google Analytics, Search Console, and PageSpeed Insights.

• Available on Windows, macOS, and Linux platforms.

Cons

• Steep learning curve for beginners.

• Free version limited to crawling 500 URLs.

• Lacks built-in keyword tracking and backlink analysis features.

11. Beautiful Soup 

Beautiful Soup is a Python package that makes it easier to scrape data from web pages. It works on top of an HTML or XML parser and offers Python-friendly methods for navigating, searching through, and modifying the parse tree.

While Beautiful Soup excels at parsing and navigating HTML/XML content, it does not handle HTTP requests or JavaScript rendering. Therefore, it is often used in conjunction with other libraries like requests for fetching web pages and lxml or html5lib as parsers. This modularity allows developers to build customized scraper tools tailored to specific needs.

Pros

• Simple syntax, making it accessible for newcomers to web scraping.

• Effective handling of HTML and XML documents.

• Flexible integration with other Python libraries.

• Well-documented with a supportive user community.

• Free to use and modify under the MIT License.

Cons

• Cannot render or interact with JavaScript-driven websites.

• No built-in HTTP support.

• Lacks features of large-scale scraping.

12. Puppeteer

Puppeteer is a JavaScript library which offers a high-level API to control headless Chrome and Chromium browsers over the DevTools protocol. It's widely used for automating tasks such as web scraping, UI testing, and generating PDFs or screenshots of web pages.

A major strength of Puppeteer as one of the best tools for web scraping is its capability to handle JavaScript-rich websites, making it well-suited for scraping dynamic content that standard HTTP clients often overlook. It also enables developers to mimic user actions, such as clicking, form filling, and page navigation, offering a versatile solution for intricate web automation scenarios.

Pros

• Effectively handles dynamic content.

• Automates user interactions, such as clicks, form submissions, and navigation.

• Captures visual representations of web pages

• Runs without a GUI, improving performance and resource usage.

• Extensive documentation and community support.

Cons

• Consumes more memory and CPU compared to lightweight HTTP clients.

• Steep learning curve.

• Limited to Chromium-based browsers.

13. Cheerio

Cheerio is a fast, flexible, and lightweight library for parsing and manipulating HTML and XML. Thanks to its jQuery-style syntax, Cheerio is especially convenient for developers who already know jQuery, making it easy to navigate and modify the DOM. It's best suited for scraping static websites where all the needed content is present in the raw HTML.

Since Cheerio works without a browser or rendering engine, it doesn’t run JavaScript, fetch external assets, or process CSS. This makes it lightweight and much faster than browser-based website scraping tools. However, the trade-off is that it can’t handle dynamic content generated by client-side JavaScript.

Pros

• Lightweight and fast.

• Familiar syntax simplifies DOM traversal and manipulation.

• Easily integrates with Node.js and HTTP clients for fetching web pages.

• Freely available under the MIT License.

• Excels at scraping static content.

Cons

• Cannot scrape content that is dynamically rendered via client-side JavaScript.

• No built-in HTTP support.

14. ScrapeHero Cloud

ScrapeHero Cloud is a cloud-based web scraping platform designed to simplify data extraction for users of all technical levels. It offers a suite of pre-built crawlers and APIs capable of extracting data from popular websites like Amazon, Google Maps, Walmart, and Airbnb. The web scraper tool’s intuitive interface allows users to initiate scraping tasks by simply entering URLs and specifying desired data points, eliminating the need for coding skills. Additionally, ScrapeHero Cloud as one of the best tools for scraping websites provides scheduling features for automated data collection at hourly, daily, or weekly intervals.

A key advantage of ScrapeHero Cloud is its hands-off, maintenance-free design. It automatically adapts to changes in website structures and anti-bot defenses, enabling consistent and dependable data extraction without requiring user involvement. The collected data can be exported in formats such as CSV, JSON, and Excel, or seamlessly integrated with cloud storage platforms like Dropbox, Google Drive, and Amazon S3.

Pros

• No coding required; suitable for non-technical users.

• Ready-to-use crawlers for popular websites.

• Automated scheduling of scraping tasks.

• Automatically adapts to website structure changes and blocking.

• Affordable pricing starting at $5/month .

Cons

• Custom scraping may require additional services.

• Data format limitations.

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