Benchmarking Scraping Speeds in 2026
BodyHandlers.ofString()); (()); utilizing var client = new HttpClient(); client.; var response = wait for client. PostAsJsonAsync( "", payload ); var content = wait for action.
The leading 5 web scraping tools in 2026, based upon real-world tests on Amazon, Google, and Idealista, are: Best overall for scalable, cost-efficient, and extremely reputable scraping with 100% success rates. Strong general-purpose scraper with dedicated APIs, but slower response times and higher costs. Excellent option for Google-focused scraping with clean paperwork, though less dependable on Idealista.
Really fast and trustworthy extraction, but prohibitively expensive for production. Web Scraping as the name recommends is the procedure of drawing out data from a source on the web. With many tools, utilize cases, and a big market need, there are a number of web scraping tools to accommodate this market size with various capabilities and performance.
buy GSA SER listIn these years, I have actually tried and tested lots of web scraping tools (& lastly, have actually made a tool myself too). In this blog site, I have handpicked some of the very best web scraping tools, tested them separately, and ranked them. I am going to evaluate each API on Amazon, Google, & Idealista.
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Let's Jump in!! To scrape data dependably from modern websites, you need more than just a standard scraper. Performance, stability, and expense rapidly become important as quickly as you move beyond small experiments. Before picking a web scraping tool, these are the crucial aspects you should think about: How quick does the tool respond under real-world conditions? Can it deal with thousands or millions of requests without breaking? Is the expense sustainable as your usage grows? How easy is it to get begun and integrate into workflows? Does it retry, turn IPs, and recover from blocks with dignity? Is assistance available when things break? Can it adjust to particular websites, formats, or utilize cases? All the tools listed below were examined with these criteria in mind so you can quickly shortlist the right service based upon your requirements.
Reaction TimeCost per RequestScrapingdog$40/month100% (All)2.717.97 s$0.000067 ScraperAPI$49/month100% (All)2.8920.35 s$0.0000997 Scrapingbee$49/month73100%7.589.46 s$0.000083 Zenrows$69/month0100%0.312.84 s$0.00008 Firecrawl$16/month100% (All)3.266.11 s$0.566 I am going to use this Python code to test all the items in the list. We will check these APIs on Amazon, Google, and Idealista.
Copy1import requests2import time3import random4 56search_terms_amazon = [", "", "", "", ""] 7search_terms_idealista = [,",",","] 8search_terms_google = [9 "pizza", "hamburger", "sushi", "coffee", "tacos", "salad", "pasta", "steak",10 "sandwich", "noodles", "bbq", "dumplings", "shawarma", "falafel",11 "pancakes", "waffles", "curry", "soup", "kebab", "ramen"12]; 13 14 1517total_requests = 5018success_count = 019total_time = 020 21for i in variety(total_requests):22 try:23 24 search_term = (search_terms)25 url = (inquiry=search_term)26 27 start_time = () 28 reaction = (url)29 end_time = () 31 32 request_time = end_time - start_time33 total_time += request_time34 35 36 if response.status _ code == 200:37 success_count += 138 print(f"Demand i +1 with search term' search_term' took request_time:.2 f seconds, Status: response.status _ code ")39 40 except Exception as e:41 print(f"Demand i +1 with search term' search_term' stopped working due to str(e) ")42 4344average_time = total_time/ total_requests45success_rate = (success_count/ total_requests) * 10046 4748print(f"\ nTotal Demands: total_requests ")49print(f"Effective Demands: success_count ")50print(f"Typical Time per Request: average_time:.2 f seconds")51print(f"Success Rate: success_rate:.2 f %") Scrapingdog's Web scraping API provides a basic scraper through which you can scrape any website and in return, you get raw HTML data from that specific website. Committed APIs offer parsed JSON data. The dashboard is developed so that even a non-developer can scrape the data.
I tested Scrapingdog on Idealista, Amazon, and Google, and here are the test results. Offers robust web scraping and dedicated APIs.
Elite IP Solutions for Search Workflows
ScraperAPI also has different credit costs for numerous sites. You can even test the API directly from the control panel.
buy GSA SER listIt only supplies a dedicated API for Google just. The trial pack will provide you with 1000 credits.
