Software Alternatives & Startups

Scrapy VS 2captcha

Compare Scrapy VS 2captcha and see what are their differences

Scrapy

A Fast and Powerful Scraping and Web Crawling Framework

Rating
0 reviews
Pricing
Open source
2captcha

2Captcha is a CAPTCHA-solving API for automating reCAPTCHA, Cloudflare, and other anti-bot challenges.

Rating
4.0 · 1 review
Pricing
Open source Paid $0.5 (per 1000 CAPTCHAs)
Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Which is more popular?

Based on our record, Scrapy should be more popular than 2captcha. It has been mentioned 102 times since March 2021.

social mentions
102 vs 43
Web Scraping popularity
100% vs 0%
alternatives listed
233 vs 34

Base details

Website, pricing, platforms and company facts side by side.

Scrapy
2captcha
Website scrapy.org 2captcha.com
Pricing
Open source
Open source Paid $0.5 (per 1000 CAPTCHAs) Official pricing
Platforms —
Python Java JavaScript C++ Node JS PHP +3
Company — 2022
Listed in

About Scrapy and 2captcha

In their own words, as submitted to SaaSHub.

Scrapy
2captcha

No description of Scrapy yet.

2captcha.com is a service made to automate the captcha recognition process. All captchas are recognized by humans, our workers, that's why 2captcha.com can recognize all humanly readable types of captchas. Our service is fully automated so you configure your software once and then you can forget...

Read more about 2captcha

Features and specs

What each product offers, as listed by its team.

Scrapy 6 features
2captcha 5 features
  • Efficiency
    Scrapy is designed to be efficient and robust, capable of handling multiple tasks simultaneously and scraping large websites in a fast and reliable manner.
  • Built-in Tooling
    Scrapy comes with built-in tools for handling common tasks such as following links, extracting data using XPath and CSS, and exporting data in a variety of formats.
  • Customization
    Scrapy offers extensive customization options, allowing users to build complex spiders and modify their behavior through middleware and pipelines.
  • Python Integration
    Being a Python framework, Scrapy integrates seamlessly with the Python ecosystem, enabling the use of libraries like Pandas, NumPy, and others to process and analyze scraped data.
  • Community Support
    Scrapy has a large and active community, providing extensive documentation, tutorials, and third-party extensions to enhance functionality.
  • Asynchronous Processing
    Scrapy’s asynchronous processing model enhances performance by allowing multiple concurrent requests, reducing the time required for crawling sites.

Possible disadvantages

  • Steep Learning Curve
    For beginners, Scrapy's comprehensive feature set and the need for understanding concepts like XPath and CSS selectors can be challenging.
  • Resource Intensive
    Scrapy can be resource-intensive, potentially consuming significant memory and CPU, which can be problematic for scraping very large websites or running multiple spiders simultaneously.
  • Debugging Complexity
    Debugging Scrapy projects can be complex due to its asynchronous nature and the multiple layers of middleware and pipelines that need to be understood.
  • Overhead for Small Projects
    For simple or small-scale scraping tasks, the overhead of setting up and configuring a Scrapy project might be excessive, with simpler alternatives being more suitable.
  • Limited JavaScript Support
    Scrapy's out-of-the-box support for JavaScript-heavy websites is limited, requiring additional tools like Splash or Selenium, which can complicate the setup.
  • Dependency Management
    Managing Scrapy's dependencies and compatibility with other Python packages can sometimes be challenging, leading to potential conflicts and maintenance overhead.
  • Cost-Effective
    2captcha is generally one of the more affordable CAPTCHA-solving services available, making it accessible for small businesses and individuals on a tight budget.
  • High Accuracy
    The platform employs real human workers to solve CAPTCHAs, which typically results in high accuracy rates compared to automated solutions.
  • Wide Range of CAPTCHA Support
    2captcha supports various types of CAPTCHAs, including reCAPTCHA v2/v3, image CAPTCHAs, hCaptcha, and more, providing flexibility for different user needs.
  • API Integration
    The API is user-friendly and allows for easy integration with software and applications, enabling automated solutions for CAPTCHA challenges.
  • 24/7 Availability
    The service is available around the clock, ensuring that users can solve CAPTCHAs at any time, which is crucial for businesses operating in multiple time zones.

Possible disadvantages

  • Privacy Concerns
    Using a third-party service to solve CAPTCHAs might raise privacy concerns, as data is being shared with external workers who are solving the CAPTCHAs.
  • Varied Response Times
    Depending on the complexity of the CAPTCHA and current demand, the response time for solving CAPTCHAs can sometimes be inconsistent.
  • Ethical Considerations
    There are ethical considerations about utilizing paid human labor for low-wage tasks like CAPTCHA solving, which some may view as exploitative.
  • Risk of Service Abuse
    Tools like 2captcha could potentially be used for malicious purposes, such as botting or spamming, leading to unethical use cases.
  • Quality Control
    While accuracy is generally high, there may still be errors or lower quality in some CAPTCHA solutions, which can affect user experience.

Analysis

An editorial look at what each product does well and who it suits.

Scrapy
2captcha

Overall verdict

  • Yes, Scrapy is a good option for those looking to implement web scraping projects due to its robust set of features, active community, and comprehensive documentation. It is particularly well-suited for projects that require scraping from multiple websites and processing large volumes of data efficiently.

Why this product is good

  • Scrapy is a popular open-source web crawling framework for Python that's designed for extensive, flexible, and efficient web scraping. Its built-in tools and features make it easy to extract data from websites quickly and automatically. Key advantages include its ability to handle requests asynchronously, its support for multiple protocols, its item pipeline feature that allows for data cleaning and storage, and its ease of integration with other Python libraries and databases.

Recommended for

    Scrapy is recommended for developers, data scientists, and businesses that need to gather data from websites efficiently. It's particularly useful for projects involving data aggregation, market research, competitive analysis, and monitoring pricing changes across various platforms.

No analysis of 2captcha yet.

Videos

Walkthroughs and reviews on video.

Scrapy 3 videos + Add
2captcha 6 videos + Add

Python Scrapy Tutorial - 22 - Web Scraping Amazon

More videos

  • - Scrapy - Overview and Demo (web crawling and scraping)
  • - GFuel LemoNADE Taste Test & Review! | Scrapy

Cloudflare Turnstile Captcha Solving Service. How to bypass Cloudflare Captcha with 2Captcha API

More videos

  • - Auto captcha solver: How to bypass captcha in Google Chrome using browser extension
  • - How to automatically bypass CAPTCHA in Selenium using Python (reCAPTCHA, hCaptcha, captcha solver)
  • - 2captcha Review - How Much Can You Really Earn?
  • - Data Entry Job - 2captcha online job (Part time Job) website review | captcha typing job, Data Entry
  • - EASIEST Way to Make Money Online? - 2Captcha Review

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
Scrapy
2captcha
100% 100%
0% 0%
0% 0%
100% 100%
100% 100%
0% 0%
0% 0%
100% 100%

Questions & Answers

As answered by people managing Scrapy and 2captcha.

How would you describe the primary audience of your product?

2captcha's answer:

Individuals and businesses who require an efficient and reliable solution for solving CAPTCHA challenges. Our services are designed to assist users who encounter CAPTCHAs while interacting with various online platforms, websites, or applications.

Individual Users: Our platform caters to individuals who frequently encounter CAPTCHAs during their online activities, such as filling out forms, accessing restricted content, or participating in online surveys. We provide a user-friendly interface that allows them to easily solve CAPTCHAs and proceed with their desired actions.

Developers and Programmers: We also target developers and programmers who need to integrate CAPTCHA solving into their applications or scripts. Our API documentation and developer tools enable seamless integration, allowing them to automate CAPTCHA solving and streamline their workflows.

Businesses and Organizations: We cater to businesses and organizations that rely on online data collection, web scraping, or automation processes. These entities often face CAPTCHAs as obstacles in their operations, hindering efficiency. By utilizing our CAPTCHA solving services, they can optimize their workflows and enhance productivity.

Researchers and Data Analysts: Researchers and data analysts working on projects that involve large-scale data collection from online sources can benefit from our services. By automating CAPTCHA solving, they can gather data more efficiently and focus on analyzing insights rather than spending excessive time on CAPTCHA challenges.

Website Owners and Administrators: Website owners and administrators who implement CAPTCHAs as a security measure can utilize our services to ensure a smooth user experience for their visitors. By reducing the friction caused by CAPTCHAs, they can enhance user engagement and retention.

In summary, our primary audience consists of individuals, developers, businesses, researchers, and website owners who seek a reliable and convenient solution for CAPTCHA solving, enabling them to overcome CAPTCHA challenges efficiently and streamline their online activities.

What's the story behind your product?

2captcha's answer:

The story behind 2captcha.com begins with the recognition of the growing presence of CAPTCHAs (Completely Automated Public Turing test to tell Computers and Humans Apart) on the internet. CAPTCHAs are security measures implemented by websites to distinguish between human users and automated bots. While they serve an important purpose in preventing spam and unauthorized access, they can also be a source of frustration for users.

Understanding the need for a reliable and efficient CAPTCHA-solving solution, the founders of 2captcha.com set out to develop a platform that could effectively address this challenge. The goal was to create a service that would assist individuals and businesses in bypassing CAPTCHAs and facilitate smooth online interactions.

2captcha.com was launched as a specialized CAPTCHA-solving service, utilizing a combination of human workers and advanced algorithms to solve CAPTCHAs accurately and efficiently. The platform employed a crowdsourcing model, where users could submit CAPTCHAs that required solving, and trained human workers would tackle the challenges.

Over time, 2captcha.com expanded its offerings and introduced developer-friendly solutions, such as an API (Application Programming Interface), allowing developers to integrate CAPTCHA-solving capabilities directly into their applications and scripts. This enabled automation and streamlined workflows for businesses and developers alike.

What makes your product unique?

2captcha's answer:

2captcha.com offers several unique features and qualities that set it apart from other CAPTCHA-solving services. Here are some key aspects that make 2captcha.com unique:

Accuracy and Reliability: 2captcha.com places a strong emphasis on providing accurate and reliable CAPTCHA-solving solutions. By combining advanced algorithms and trained human workers, the platform strives to deliver high-quality results, ensuring a high success rate in solving CAPTCHAs.

Hybrid CAPTCHA-Solving Approach: Unlike many other services that rely solely on automated algorithms or crowdsourcing, 2captcha.com employs a hybrid approach. It combines the efficiency of automated algorithms with human expertise to tackle complex CAPTCHAs effectively. This hybrid approach enhances the accuracy and versatility of the CAPTCHA-solving process.

Developer-Friendly Solutions: 2captcha.com offers developer-friendly features, such as a well-documented API and SDKs (Software Development Kits). These resources enable developers to easily integrate CAPTCHA-solving capabilities into their applications, scripts, or software solutions, streamlining their workflows and saving development time.

Wide Range of CAPTCHA Types: 2captcha.com supports a wide range of CAPTCHA types, including image-based CAPTCHAs, reCAPTCHAs, audio-based challenges, and more. This versatility allows users to tackle various types of CAPTCHAs encountered across different websites and platforms.

Speed and Scalability: 2captcha.com is designed to handle CAPTCHA-solving requests at scale, ensuring quick response times even during peak usage periods. The platform's infrastructure and backend architecture are optimized for speed and scalability, allowing it to efficiently process a large volume of CAPTCHAs.

User-Friendly Interface: The user interface of 2captcha.com is designed to be intuitive and user-friendly. Whether it's individual users, developers, or businesses, the platform provides a seamless experience, making it easy to submit CAPTCHAs for solving or access relevant documentation and resources.

Strong Customer Support: 2captcha.com prides itself on providing excellent customer support. The dedicated support team is available to address customer queries, resolve issues, and provide assistance whenever needed.

These unique features and qualities make 2captcha.com a trusted and reliable choice for individuals, developers, and businesses seeking an efficient CAPTCHA-solving solution. By combining accuracy, versatility, developer-friendly features, and strong customer support, 2captcha.com stands out as a leading provider in the CAPTCHA-solving industry.

Why should a person choose your product over its competitors?

2captcha's answer:

There are several reasons why a person may choose 2captcha.com over its competitors for their CAPTCHA-solving needs:

High Accuracy and Success Rate: 2captcha.com prioritizes accuracy and has a proven track record of delivering reliable CAPTCHA-solving solutions. The combination of advanced algorithms and human workers ensures a high success rate in solving CAPTCHAs, minimizing the chances of encountering errors or failed attempts.

Hybrid CAPTCHA-Solving Approach: 2captcha.com's unique hybrid approach, combining automated algorithms and human expertise, sets it apart from competitors. This approach allows for effective handling of a wide range of CAPTCHA types, including complex or evolving challenges, resulting in superior performance and versatility.

Developer-Friendly Integration: For developers, 2captcha.com offers a developer-friendly experience. The platform provides comprehensive API documentation, SDKs, and libraries, making it seamless to integrate CAPTCHA-solving capabilities into applications, scripts, or software solutions. This saves development time and effort, enhancing productivity.

Broad Range of CAPTCHA Support: 2captcha.com supports various types of CAPTCHAs, including image-based CAPTCHAs, reCAPTCHAs, audio-based challenges, and more. This extensive support ensures compatibility with different websites and platforms, allowing users to overcome a wide array of CAPTCHA obstacles.

Speed and Scalability: 2captcha.com is designed to handle CAPTCHA-solving requests at scale, ensuring fast response times even during peak usage periods. The platform's optimized infrastructure and backend architecture enable efficient processing of a large volume of CAPTCHAs, ensuring a smooth user experience.

Trusted Reputation: With a strong reputation in the CAPTCHA-solving industry, 2captcha.com has established itself as a trusted and reliable service provider. Many individuals, developers, and businesses have successfully used 2captcha.com's services, benefiting from its accuracy, reliability, and user-friendly approach.

Excellent Customer Support: 2captcha.com prides itself on providing exceptional customer support. The dedicated support team is responsive and available to assist users with any queries, concerns, or technical issues they may encounter during their CAPTCHA-solving experience.

By choosing 2captcha.com, users can expect a high level of accuracy, versatility, developer-friendly integration, and reliable customer support. These factors, combined with its unique hybrid approach and strong reputation, make 2captcha.com a compelling choice over its competitors for efficient and effective CAPTCHA-solving solutions.

User comments

Share your experience with using Scrapy and 2captcha. For example, how are they different and which one is better?

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Reviews and articles

External articles and on-site reviews we used to compare the two products.

Scrapy no reviews yet
2captcha 4.0 · 1 review
  • Top 15 Best TinyTask Alternatives in 2022
    www.dashtech.org · Jul 2022

    The software is simply deployable via the cloud, or you can host the spiders on your server using Scrapy. Only the rules need to be written; Scrapy will take care of the rest to separate the facts. With Scrapy’s...

  • good
    SaaSHub review
    · Oct 2024

    not bad

Social recommendations and mentions

Recommendations tracked on public social media and blogs since March 2021.

Scrapy 102 mentions
2captcha 43 mentions
  • uv Python cheatsheet: what changed in 0.12 and what still trips you up
    Scrapy runs its continuous integration on uv today. The workflow pins astral-sh/setup-uv, drives the test matrix through uvx --with tox-uv tox, and sets UV_PYTHON_PREFERENCE: only-system with a comment explaining why, which is to make uv... - Source: dev.to / 26 days ago
  • Why everyone is talking about loop-engineering and how is it changing agentic ai workflows? Claude Code and Web Scraping examples
    Think about what a mature scraping project already contains. There is a schema that every item must validate against. There are field coverage thresholds, because a run where only 60% of products have prices is a failed run no matter... - Source: dev.to / 4 months ago
  • How to write and publish a Python package to PyPI
    This guide walks through the full process using uv, a fast, modern Python toolchain that replaces pip, virtualenv, pip-tools, twine, and build with a single tool. We will write a reusable Scrapy download handler, structure it as a proper... - Source: dev.to / 5 months ago

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  • Buster: Captcha Solver for Humans
    For example https://2captcha.com/ https://anti-captcha.com/ https://www.capsolver.com/ https://deathbycaptcha.com/ https://nextcaptcha.com/ seems like about $1 for 1000 solutions I suspect these businesses do a first pass of ML in case... - Source: Hacker News / about 2 years ago
  • mCaptcha: Open-source proof-of-work captcha for websites
    > The current price for solving a js captcha is $3/1000 https://2captcha.com/ . The cost of cpu time for your PoW captcha is probably much lower. The cheapest AWS instance I can find with a dedicated CPU costs $0.000565 per second. So... - Source: Hacker News / about 3 years ago
  • mCaptcha: Open-source proof-of-work captcha for websites
    PoW captchas are usually stupid ideas. You have to set the work factor low enough that low powered devices can do it without significant latency, but high enough that it actually stops attackers. Typically robots, unlike humans, dont... - Source: Hacker News / about 3 years ago

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Alternatives to Scrapy and 2captcha

When comparing Scrapy and 2captcha, you can also consider the following products.