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ScrapingBee VS Apify Python SDK

Compare ScrapingBee VS Apify Python SDK and see what are their differences

HasData
HasData is a top web scraping platform for developers and enterprises. It delivers structured, real-time data from the web using scalable APIs and no-code tools, removing the need to manage proxies, browsers, or anti-bot systems. featured
Contents:
  1. ยป Base Details
  2. ยป Reviews
  3. ยป Alternatives

ScrapingBee logo ScrapingBee

ScrapingBee is a Web Scraping API that handles proxies and Headless browser for you, so you can focus on extracting the data you want, and nothing else.

Apify Python SDK logo Apify Python SDK

Build and manage web scraping Actors in the cloud.
  • ScrapingBee Landing page
    Landing page //
    2022-01-12

Web Scraping is hard, scraping at scale can be very challenging.

You have to handle:

  • Javascript rendering ๐Ÿ’ป
  • Chrome headless ๐Ÿ› 
  • Captcha ๐Ÿค–
  • Proxy ๐Ÿ•ต๏ธโ€โ™€๏ธ

ScrapingBee is a simple API that does all the above for you, and much more.

  • Apify Python SDK Landing page
    Landing page //
    2023-03-16

ScrapingBee

Website
scrapingbee.com
Pricing URL
Official ScrapingBee Pricing
$ Details
freemium $49.0 / Monthly (Freelance / 10,000 searches / 100,000 credits)
Platforms
REST API
Release Date
2019 July
Edit details

Apify Python SDK

Website
docs.apify.com
Pricing URL
-
$ Details
Platforms
-
Release Date
-
Edit details

ScrapingBee features and specs

  • Easy to Use
    ScrapingBee provides a simple API that allows developers to scrape web pages without worrying about handling proxies or web browser rendering.
  • JavaScript Rendering
    With built-in JavaScript rendering, ScrapingBee can handle complex web pages that rely heavily on JavaScript for content display, making it suitable for scraping modern websites.
  • Proxy Management
    ScrapingBee automatically manages proxies, meaning developers don't have to deal with proxy rotation, blacklisting, or bans.
  • Rate Limiting Control
    The service offers control over rate limits, making it possible to scrape at a custom speed that suits your needs and prevents being blocked by target websites.
  • Custom Headers Support
    ScrapingBee allows the use of custom headers, enabling users to mimic different browsers or add specific headers required by the target site.
  • Geolocation
    It provides geolocation-based scraping, which is useful for accessing content that is region-restricted.

Possible disadvantages of ScrapingBee

  • Cost
    ScrapingBee is a paid service, and costs can add up depending on the volume and complexity of your scraping needs.
  • Rate Limits
    Even though it offers control over rate limits, there are still predefined limits depending on your plan, which might not suit very high-volume scraping needs.
  • Dependency on External Service
    Relying on an external service means that you are dependent on ScrapingBee's uptime and performance, which may affect your operations if the service faces downtime.
  • Data Privacy
    Using a third-party service for web scraping means sharing your scraping activities with ScrapingBee, which could raise data privacy concerns.
  • Limited Customization
    While ScrapingBee handles many aspects of web scraping for you, it may not offer the level of customization that a self-built scraping solution could provide.

Apify Python SDK features and specs

  • Ease of Use
    The Apify Python SDK offers a high-level interface that simplifies the process of accessing Apify services and building web scrapers. This can save developers significant amounts of time and reduce complexity in their projects.
  • Integration
    The SDK is designed to work seamlessly with Apify's platform, making it straightforward to leverage Apify's hosting and scheduling capabilities, as well as accessing datasets and key-value stores.
  • Flexibility
    The SDK supports both headless and headful scraping, providing flexibility for users to choose the mode that best suits their needs.
  • Community and Support
    Apify has an active community and provides robust documentation and support resources, which can be especially beneficial for troubleshooting and learning best practices.

Possible disadvantages of Apify Python SDK

  • Dependency on Apify Platform
    While the SDK simplifies many tasks, it is tightly integrated with Apify's platform. This could be a limitation for developers who are looking for a more standalone solution or who want to minimize dependencies on third-party platforms.
  • Learning Curve
    For developers not familiar with Apify, there might be an initial learning curve to understand how the SDK interacts with the broader Apify ecosystem and to learn its specific conventions and idioms.
  • Limited to Python
    As it is specifically for Python, developers using other programming languages may find this SDK irrelevant, and may need to look for other solutions or develop their own integrations.
  • Cost Considerations
    Using Apify's services involves subscription or usage fees, and developers need to consider these costs when implementing solutions that rely on the platform.

Analysis of ScrapingBee

Overall verdict

  • ScrapingBee is generally considered a good choice for web scraping, especially for users who want to streamline the process and avoid the complexities of managing their own infrastructure. It is well-regarded for its ease of use, reliability, and comprehensive feature set.

Why this product is good

  • ScrapingBee is a popular web scraping service because it provides a simple and efficient way to scrape websites without the need to manage proxy servers or deal with headless browser setup. It offers features like rendering JavaScript, handling CAPTCHAs, and supporting various customization options, making it suitable for different scraping needs.

Recommended for

  • Developers looking to automate data extraction from websites
  • Businesses needing reliable web scraping solutions without investing in infrastructure
  • Users who require JavaScript rendering and CAPTCHA handling in their scraping tasks
  • Projects that require scalable and customizable web scraping options

Analysis of Apify Python SDK

Overall verdict

  • The Apify Python SDK is a robust, well-documented toolkit that makes building, running, and scaling web scraping and automation projects (Actors) straightforward for Python developers, offering strong integration with the Apify platform and solid tooling out of the box.

Why this product is good

  • Comprehensive and clear documentation with practical examples and API references
  • Native Python support that integrates seamlessly with popular libraries like BeautifulSoup, Playwright, Scrapy, and HTTPX
  • Built-in tools for managing storage (datasets, key-value stores, request queues) without extra boilerplate
  • Easy deployment and scaling of Actors on the Apify cloud platform, including scheduling and proxy management
  • Handles common scraping challenges like proxy rotation, retries, and browser automation
  • Active maintenance, strong community support, and regular updates

Recommended for

  • Python developers building web scrapers or crawlers
  • Teams needing scalable, cloud-hosted automation and data extraction
  • Data engineers and analysts collecting structured data from websites
  • Developers who want to publish and monetize reusable Actors on the Apify marketplace
  • Projects requiring managed proxy rotation and anti-blocking features

Category Popularity

0-100% (relative to ScrapingBee and Apify Python SDK)

ScrapingBee

Apify Python SDK

Web Scraping
91 91%
Web Scraping
9% 9
Data Extraction
94 94%
Data Extraction
6% 6
Web Scraping API
89 89%
Web Scraping API
11% 11
APIs
86 86%
APIs
14% 14

User comments

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Social recommendations and mentions

Based on our record, ScrapingBee should be more popular than Apify Python SDK. It has been mentiond 3 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

ScrapingBee mentions (3)

  • Self-hosted, simple web browser service โ€“ send URL, get screenshots
    If youโ€™re worried about the security risks, edge cases, maintenance pain and scaling challenges of self hosting there are various solid hosted alternatives: - https://browserless.io - low level browser control - https://scrapingbee.com - scraping specialists - https://urlbox.com - screenshot specialists* Theyโ€™re all profitable and have been around for years so you can depend on the businesses and the tech. *... - Source: Hacker News / over 1 year ago
  • Are there any APIs that maintain a database of subscriptions?
    If you really just need the data you can use something like https://scrapingbee.com to scrape the info from the various price pages to make sure your info is always up to date. Source: over 3 years ago
  • Our bootstrapped SaaS just turned 3 and reached $1.5m ARR: the lessons learned.
    Well done! And posting here was a great idea. Not sure I would have found scrapingbee.com otherwise. We will probably become a customer. Signed up for the trial account. Source: about 4 years ago

Apify Python SDK mentions (2)

  • How to Scrape LinkedIn Job Postings with Python: A Step-by-Step Guide
    To overcome these challenges, we will utilize the Apify SDK for Python and Residential Proxies, which enable us to route requests through legitimate devices, making our traffic indistinguishable from real users. - Source: dev.to / 7 months ago
  • How to scrape Bluesky with Python
    Then add Apify SDK for Python as a project dependency:. - Source: dev.to / over 1 year ago

What are some alternatives?

When comparing ScrapingBee and Apify Python SDK, you can also consider the following products

Apify - Apify is a web scraping and automation platform that can turn any website into an API.

Scraper API - Scale Data Collection with a Simple API.

Bright Data - World's largest proxy service with a residential proxy network of 72M IPs worldwide and proxy management interface for zero coding.

Zyte - We're Zyte (formerly Scrapinghub), the central point of entry for all your web data needs.

Scrapy - A Fast and Powerful Scraping and Web Crawling Framework

Oxylabs - A web intelligence collection platform and premium proxy provider, enabling companies of all sizes to utilize the power of big data.

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