How to Scrape 2Captcha: Extract CAPTCHA Solving Rates and Pricing Stats
Learn how to scrape 2Captcha.com to monitor CAPTCHA solving prices, performance metrics, and service availability. Essential for optimizing automation costs.
Anti-Bot Protection Detected
- Cloudflare
- Enterprise-grade WAF and bot management. Uses JavaScript challenges, CAPTCHAs, and behavioral analysis. Requires browser automation with stealth settings.
- Rate Limiting
- Limits requests per IP/session over time. Can be bypassed with rotating proxies, request delays, and distributed scraping.
- IP Blocking
- Blocks known datacenter IPs and flagged addresses. Requires residential or mobile proxies to circumvent effectively.
About 2Captcha
Learn what 2Captcha offers and what valuable data can be extracted from it.
About 2Captcha
2Captcha is a prominent automated CAPTCHA recognition service that connects developers and businesses with a global workforce of human solvers. The platform specializes in bypassing digital hurdles such as reCAPTCHA (v2/v3/Enterprise), hCaptcha, FunCaptcha, and Cloudflare Turnstile, facilitating automated data collection at scale.
Data Value for Scrapers
For scrapers, the website serves as a critical data source for market intelligence. It hosts public dashboards displaying real-time solving rates, average waiting times, and accuracy statistics across different CAPTCHA types. This data is indispensable for developers who need to estimate the costs and time requirements for large-scale web scraping projects, ensuring their automation pipelines remain cost-effective and efficient.
Operational Intelligence
By monitoring 2Captcha's internal metrics, companies can optimize their automation pipelines. Tracking the "Free Capacity" or "Average Speed" allows for dynamic shifting of workloads to periods of high availability, ensuring that scraping operations remain both resilient and economically viable.
Why Scrape 2Captcha?
Discover the business value and use cases for extracting data from 2Captcha.
Cost Efficiency Benchmarking
Monitor the going rate for CAPTCHA solving to stay competitive.
Performance Monitoring
Track real-time solving speeds to identify the best times to run heavy scraping jobs.
Competitive Intelligence
Compare 2Captcha's rates and speeds against competitors like Anti-Captcha or CapMonster.
Lead Generation for Proxies
Identify regions with high worker demand to target residential proxy sales.
Scraping Challenges
Technical challenges you may encounter when scraping 2Captcha.
Dynamic Content
Key statistics on the dashboard are updated via JavaScript, requiring a headless browser.
Anti-Bot Protection
Utilizes Cloudflare Turnstile and aggressive rate limiting on its public pages.
Structural Changes
The platform frequently updates its UI, which can lead to brittle CSS selectors.
Scrape 2Captcha with AI
No coding required. Extract data in minutes with AI-powered automation.
How It Works
Describe What You Need
Tell the AI what data you want to extract from 2Captcha. Just type it in plain language — no coding or selectors needed.
AI Extracts the Data
Our artificial intelligence navigates 2Captcha, handles dynamic content, and extracts exactly what you asked for.
Get Your Data
Receive clean, structured data ready to export as CSV, JSON, or send directly to your apps and workflows.
Why Use AI for Scraping
AI makes it easy to scrape 2Captcha without writing any code. Our AI-powered platform uses artificial intelligence to understand what data you want — just describe it in plain language and the AI extracts it automatically.
How to scrape with AI:
- Describe What You Need: Tell the AI what data you want to extract from 2Captcha. Just type it in plain language — no coding or selectors needed.
- AI Extracts the Data: Our artificial intelligence navigates 2Captcha, handles dynamic content, and extracts exactly what you asked for.
- Get Your Data: Receive clean, structured data ready to export as CSV, JSON, or send directly to your apps and workflows.
Why use AI for scraping:
- No-Code Extraction: Capture complex pricing tables without writing Python or Node.js scripts.
- Automatic Bypass: Automatio natively handles anti-bot measures like Cloudflare Turnstile during the scraping process.
- Scheduled Runs: Set your scraper to run every hour to track real-time changes in solving capacity.
- Direct Export: Seamlessly sync extracted data to Google Sheets, CSV, or a custom API.
No-Code Web Scrapers for 2Captcha
Point-and-click alternatives to AI-powered scraping
Several no-code tools like Browse.ai, Octoparse, Axiom, and ParseHub can help you scrape 2Captcha. These tools use visual interfaces to select elements, but they come with trade-offs compared to AI-powered solutions.
Typical Workflow with No-Code Tools
Common Challenges
Learning curve
Understanding selectors and extraction logic takes time
Selectors break
Website changes can break your entire workflow
Dynamic content issues
JavaScript-heavy sites often require complex workarounds
CAPTCHA limitations
Most tools require manual intervention for CAPTCHAs
IP blocking
Aggressive scraping can get your IP banned
No-Code Web Scrapers for 2Captcha
Several no-code tools like Browse.ai, Octoparse, Axiom, and ParseHub can help you scrape 2Captcha. These tools use visual interfaces to select elements, but they come with trade-offs compared to AI-powered solutions.
Typical Workflow with No-Code Tools
- Install browser extension or sign up for the platform
- Navigate to the target website and open the tool
- Point-and-click to select data elements you want to extract
- Configure CSS selectors for each data field
- Set up pagination rules to scrape multiple pages
- Handle CAPTCHAs (often requires manual solving)
- Configure scheduling for automated runs
- Export data to CSV, JSON, or connect via API
Common Challenges
- Learning curve: Understanding selectors and extraction logic takes time
- Selectors break: Website changes can break your entire workflow
- Dynamic content issues: JavaScript-heavy sites often require complex workarounds
- CAPTCHA limitations: Most tools require manual intervention for CAPTCHAs
- IP blocking: Aggressive scraping can get your IP banned
Code Examples
import requests
from bs4 import BeautifulSoup
# Target URL for pricing data
url = "https://2captcha.com/pricing"
# Headers to simulate a browser request
headers = {"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/118.0.0.0 Safari/537.36"}
try:
# Sending GET request
response = requests.get(url, headers=headers)
response.raise_for_status()
# Parsing HTML content
soup = BeautifulSoup(response.text, 'html.parser')
# Locating pricing rows
rows = soup.select("table.pricing-table tr")
for row in rows:
cols = row.find_all("td")
if cols:
print(f"Type: {cols[0].get_text(strip=True)} | Price: {cols[1].get_text(strip=True)}")
except Exception as e:
print(f"Scraping failed: {e}")When to Use
Best for static HTML pages where content is loaded server-side. The fastest and simplest approach when JavaScript rendering isn't required.
Advantages
- ●Fastest execution (no browser overhead)
- ●Lowest resource consumption
- ●Easy to parallelize with asyncio
- ●Great for APIs and static pages
Limitations
- ●Cannot execute JavaScript
- ●Fails on SPAs and dynamic content
- ●May struggle with complex anti-bot systems
How to Scrape 2Captcha with Code
Python + Requests
import requests
from bs4 import BeautifulSoup
# Target URL for pricing data
url = "https://2captcha.com/pricing"
# Headers to simulate a browser request
headers = {"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/118.0.0.0 Safari/537.36"}
try:
# Sending GET request
response = requests.get(url, headers=headers)
response.raise_for_status()
# Parsing HTML content
soup = BeautifulSoup(response.text, 'html.parser')
# Locating pricing rows
rows = soup.select("table.pricing-table tr")
for row in rows:
cols = row.find_all("td")
if cols:
print(f"Type: {cols[0].get_text(strip=True)} | Price: {cols[1].get_text(strip=True)}")
except Exception as e:
print(f"Scraping failed: {e}")Python + Playwright
from playwright.sync_api import sync_playwright
def scrape_2captcha_stats():
with sync_playwright() as p:
# Launch headless browser
browser = p.chromium.launch(headless=True)
page = browser.new_page()
# Navigate to statistics page
page.goto("https://2captcha.com/statistics")
# Wait for dynamic table to load
page.wait_for_selector(".stats-table")
# Extract data using JS execution
stats = page.evaluate('''() => {
const data = [];
const rows = document.querySelectorAll(".stats-table tr");
rows.forEach(row => {
const cells = row.querySelectorAll("td");
if (cells.length > 0) {
data.push({ type: cells[0].innerText, speed: cells[1].innerText });
}
});
return data;
}''')
print(stats)
browser.close()
scrape_2captcha_stats()Python + Scrapy
import scrapy
class TwoCaptchaSpider(scrapy.Spider):
name = '2captcha_spider'
start_urls = ['https://2captcha.com/pricing']
def parse(self, response):
# Loop through pricing items in the DOM
for item in response.css('div.pricing-item'):
yield {
'type': item.css('h3::text').get(),
'price': item.css('span.price::text').get(),
'description': item.css('p.desc::text').get()
}Node.js + Puppeteer
const puppeteer = require('puppeteer');
(async () => {
// Launch browser instance
const browser = await puppeteer.launch();
const page = await browser.newPage();
// Go to pricing page and wait for content
await page.goto('https://2captcha.com/pricing', { waitUntil: 'networkidle2' });
// Evaluate page content
const results = await page.evaluate(() => {
const items = Array.from(document.querySelectorAll('.pricing-row'));
return items.map(item => ({
title: item.querySelector('.title')?.innerText,
rate: item.querySelector('.rate')?.innerText
}));
});
console.log(results);
await browser.close();
})();What You Can Do With 2Captcha Data
Explore practical applications and insights from 2Captcha data.
Cost Efficiency Benchmarking
Scraping prices allows businesses to compare 2Captcha against competitors like Anti-Captcha or CapMonster to minimize operational costs.
How to implement:
- 1Scrape pricing tables from multiple CAPTCHA solving providers daily.
- 2Store data in a centralized SQL database.
- 3Generate a cost-per-solve comparison report.
- 4Automatically switch API providers based on the lowest current rate.
Use Automatio to extract data from 2Captcha and build these applications without writing code.
What You Can Do With 2Captcha Data
- Cost Efficiency Benchmarking
Scraping prices allows businesses to compare 2Captcha against competitors like Anti-Captcha or CapMonster to minimize operational costs.
- Scrape pricing tables from multiple CAPTCHA solving providers daily.
- Store data in a centralized SQL database.
- Generate a cost-per-solve comparison report.
- Automatically switch API providers based on the lowest current rate.
- Service Uptime and Speed Monitoring
By scraping solving speed statistics, developers can determine the best times of day to run large-scale scraping jobs.
- Extract the 'Average Waiting Time' for reCAPTCHA v2 every 15 minutes.
- Plot historical speed data to identify peak congestion hours.
- Configure your scraper to pause during high-latency periods.
- Lead Generation for Proxy Services
Proxy providers can use 2Captcha worker trends to identify regions with high demand for residential IPs.
- Scrape worker count data by geographic region if available.
- Analyze which regions are under-represented.
- Target marketing efforts for proxy sales in those specific regions.
- Competitive Market Analysis
Market researchers use feature availability data to track the rollout of new CAPTCHA solving capabilities across the industry.
- Monitor the 'Supported API Methods' list on 2Captcha.
- Compare supported CAPTCHA types against competitor service lists.
- Identify gaps in the market where new solving technologies are needed.
- Load Balancing for Scraping Pipelines
High-volume data aggregators use capacity metrics to distribute their CAPTCHA requests across different providers.
- Fetch the 'Free Capacity per Minute' metric in real-time.
- Implement a threshold-based load balancer in your scraping logic.
- Redirect traffic to 2Captcha only when capacity is above 50% to ensure stability.
Supercharge your workflow with AI Automation
Automatio combines the power of AI agents, web automation, and smart integrations to help you accomplish more in less time.
Pro Tips for Scraping 2Captcha
Expert advice for successfully extracting data from 2Captcha.
Use Residential Proxies
To avoid detection from 2Captcha's own anti-bot systems, use high-quality residential IPs.
Throttling
Implement a delay of at least 2-5 seconds between requests as they monitor frequency.
Monitor 403 Errors
Catch 403 Forbidden specifically as it indicates IP flagging by Cloudflare.
Rotate User-Agents
Ensure you use a diverse set of modern browser strings to prevent fingerprint-based blocking.
Testimonials
What Our Users Say
Join thousands of satisfied users who have transformed their workflow
Jonathan Kogan
Co-Founder/CEO, rpatools.io
Automatio is one of the most used for RPA Tools both internally and externally. It saves us countless hours of work and we realized this could do the same for other startups and so we choose Automatio for most of our automation needs.
Mohammed Ibrahim
CEO, qannas.pro
I have used many tools over the past 5 years, Automatio is the Jack of All trades.. !! it could be your scraping bot in the morning and then it becomes your VA by the noon and in the evening it does your automations.. its amazing!
Ben Bressington
CTO, AiChatSolutions
Automatio is fantastic and simple to use to extract data from any website. This allowed me to replace a developer and do tasks myself as they only take a few minutes to setup and forget about it. Automatio is a game changer!
Sarah Chen
Head of Growth, ScaleUp Labs
We've tried dozens of automation tools, but Automatio stands out for its flexibility and ease of use. Our team productivity increased by 40% within the first month of adoption.
David Park
Founder, DataDriven.io
The AI-powered features in Automatio are incredible. It understands context and adapts to changes in websites automatically. No more broken scrapers!
Emily Rodriguez
Marketing Director, GrowthMetrics
Automatio transformed our lead generation process. What used to take our team days now happens automatically in minutes. The ROI is incredible.
Jonathan Kogan
Co-Founder/CEO, rpatools.io
Automatio is one of the most used for RPA Tools both internally and externally. It saves us countless hours of work and we realized this could do the same for other startups and so we choose Automatio for most of our automation needs.
Mohammed Ibrahim
CEO, qannas.pro
I have used many tools over the past 5 years, Automatio is the Jack of All trades.. !! it could be your scraping bot in the morning and then it becomes your VA by the noon and in the evening it does your automations.. its amazing!
Ben Bressington
CTO, AiChatSolutions
Automatio is fantastic and simple to use to extract data from any website. This allowed me to replace a developer and do tasks myself as they only take a few minutes to setup and forget about it. Automatio is a game changer!
Sarah Chen
Head of Growth, ScaleUp Labs
We've tried dozens of automation tools, but Automatio stands out for its flexibility and ease of use. Our team productivity increased by 40% within the first month of adoption.
David Park
Founder, DataDriven.io
The AI-powered features in Automatio are incredible. It understands context and adapts to changes in websites automatically. No more broken scrapers!
Emily Rodriguez
Marketing Director, GrowthMetrics
Automatio transformed our lead generation process. What used to take our team days now happens automatically in minutes. The ROI is incredible.
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Frequently Asked Questions About 2Captcha
Find answers to common questions about 2Captcha