Table of Content
Which web scraping tool should you use?
Use a no-code tool such as Octoparse or Browse AI if you need data from a few sites and do not write code. Use a cloud platform such as Apify when you want scheduled runs and ready-made scrapers. Use a scraping API such as ScrapingBee when your developers already have code and need proxies and page rendering handled. Use open-source libraries such as Scrapy, Beautiful Soup, Playwright or Selenium when you need full control and have a developer. Check the site terms and robots.txt before you scrape.
- Pick the method first, then the tool: no-code apps, cloud platforms, scraping APIs, or code libraries. Most wrong picks come from choosing a tool that does not match who will maintain it.
- Listed prices as of October 2026: Octoparse Free then Standard from $69 a month on annual billing, Apify Starter $19 a month, Browse AI free with 50 credits a month, ScrapingBee Hobby $19 a month for 75,000 credits.
- Credits are not rows. ScrapingBee charges 5 credits for a JavaScript-rendered request, and Browse AI counts a credit as 10 rows of data, so the headline price hides the real cost per page.
- Open-source tools are free to license but not free to run: Scrapy crawls and extracts, Beautiful Soup only parses markup you already fetched, and Playwright and Selenium drive real browsers for pages that need JavaScript.
- robots.txt is a request to crawlers, not a lock. The Robots Exclusion Protocol says its rules are not a form of access authorization, so terms of service and data protection law still apply.
- CommercePundit builds custom data pipelines and integrations. See the last section.
What are the best web scraping tools?
The best web scraping tools depend on your skills and volume, so start with what they do. Web scraping tools collect data from web pages and save it in a structured form such as a spreadsheet, database or API response. Typical business uses are tracking competitor prices, collecting product listings, building lead lists from public directories, monitoring reviews, and gathering data for research. A scraper does three jobs: fetch the page, find the data in it, and store the result. Tools differ in how much of that they do for you.
Which type of web scraping tool fits your team?
| Method | Examples | Who runs it | Best for | Main limit |
|---|---|---|---|---|
| No-code desktop or cloud app | Octoparse, Browse AI, ParseHub | Anyone in the business | A few sites, point-and-click setup | Breaks when a site layout changes |
| Cloud platform with ready scrapers | Apify | Analyst or developer | Scheduled runs and prebuilt scrapers | Usage-based cost grows with volume |
| Scraping API | ScrapingBee | Developer | Proxies and page rendering handled for you | You still write the extraction code |
| Open-source framework | Scrapy | Developer | Large crawls with full control | You host, schedule and maintain it |
| Parser library | Beautiful Soup | Developer | Reading HTML you already have | Does not fetch pages |
| Browser automation | Playwright, Selenium | Developer | Pages that need JavaScript or logins | Slower and heavier than plain requests |
What do the main web scraping tools cost?
These are the prices on each vendor page in October 2026, in US dollars. They change often, and paid plans usually include limits that matter more than the headline price.
| Tool | Free tier | Paid plans (as listed) | What to check |
|---|---|---|---|
| Octoparse | Free plan with 10 tasks and 50K export rows a month | Standard from $69 a month and Professional $249 a month, both on annual billing | Task and cloud run limits; monthly prices are not listed on the page |
| Apify | $5 of platform usage a month | Starter $19, Scale $199, Business $999 a month (lower on annual billing) | Compute is $0.20 per compute unit on Free and Starter, falling to $0.13 on Business; proxy costs are extra |
| Browse AI | 50 credits a month | Paid plans exist; see the vendor page | A credit covers 10 rows of data or one screenshot, and some sites cost 2 to 10 credits per run |
| ScrapingBee | 1,000 trial credits | Hobby $19 (75,000 credits), Freelance $49 (250,000), Startup $99 (1,000,000), Business $249 (3,000,000) | JavaScript rendering costs 5 credits; premium proxies cost 10 credits, or 25 with rendering |
| ParseHub | Not verified | We could not verify the plan table or free tier | Check pages per run and project limits on the vendor page |
| Scrapy, Beautiful Soup, Playwright, Selenium | Free to use | You pay for servers, proxies and developer time | Maintenance when sites change |
How do the no code web scraping tools compare?
Octoparse
Octoparse is a point-and-click scraper with a free plan and cloud runs on paid plans. Its free plan allows 10 tasks on one device, with 50K export rows a month. Paid plans add more tasks and concurrent cloud runs, with Standard allowing up to 3 and Professional up to 20. It suits a marketer or analyst who wants a repeatable export from a handful of sites.
Browse AI
Browse AI lets you train a robot by clicking the data you want, then run it on a schedule. Its credit model is the thing to understand: one credit covers 10 rows of extracted data or one screenshot, and the page says tasks on premium sites cost a minimum of 2 to 10 credits per run. Estimate your rows per month before you choose a plan.
ParseHub
ParseHub is another visual scraper aimed at non-developers. We could not verify its current plan table, so check its pricing page before comparing it with the others.
Which cloud platforms and scraping APIs work for developers?
Apify
Apify runs scrapers called Actors on its platform and bills for platform usage. Its Free plan includes $5 of usage a month, and paid plans include usage equal to the plan price. One compute unit is 1 GB of RAM running for one hour, so a heavy browser-based scraper uses more units than a light one. Proxy and unblocking costs are billed separately, for example $8 per GB of residential proxy traffic on the Free and Starter plans.
ScrapingBee
ScrapingBee is an API: you send it a URL and it returns the page, handling proxies and browser rendering. Standard requests start at 1 credit each, which makes plain pages cheap, but rendering JavaScript costs 5 credits and premium proxies cost 10 or 25. A $49 plan with 250,000 credits therefore covers about 50,000 rendered pages, which is our arithmetic from the listed credit costs.
When should you use open source web scraping tools?
Open source web scraping tools make sense when scraping is part of your product or you need volume and control. They need a developer to build, host, schedule and fix them.
- Scrapy is an application framework for crawling sites and extracting structured data. It handles concurrent requests, CSS and XPath selectors, feed exports to JSON, CSV or XML, item pipelines, and politeness settings such as download delay and per-domain concurrency.
- Beautiful Soup is a Python library for extracting data from HTML and XML. It does not fetch pages; you pass it markup you already downloaded.
- Playwright drives Chromium, WebKit and Firefox and supports JavaScript and TypeScript, Python, Java and .NET. It is built as an end-to-end testing framework, and developers also use it to load pages that depend on JavaScript.
- Selenium is an open-source umbrella project for browser automation through the WebDriver standard, with bindings for languages including Java, Python, C#, Ruby, JavaScript and Kotlin.
A common stack is Scrapy or plain HTTP requests for simple pages, with Playwright only for pages that will not render without a browser. Browser automation is slower and costs more to run, so use it where you must.
Can AI do web scraping?
Yes, in two ways. Some AI web scraping tools detect the data on a page automatically so you do not have to select it by hand. You can also paste page text into a model such as ChatGPT or Claude and ask for structured output, which works for a few pages but is slow and costly at volume. For repeatable jobs, a scheduled scraper that writes to a database is more reliable than prompting a model each time. See our guides to AI workflow automation tools and AI agent builders for tools that chain scraping to the next step.
Is web scraping legal?
It depends on what you collect, how, and from where, so treat this as general information and ask a lawyer about your case. Three checks come first. Read the site terms of service, because many prohibit automated collection. Read robots.txt, but do not treat it as permission or protection: the Robots Exclusion Protocol (RFC 9309) states that its rules are not a form of access authorization, and asks crawlers to honor them. And avoid collecting personal data unless you have a lawful basis under the privacy laws that apply to you. Scrape politely: limit request rates, identify your crawler, and do not bypass logins or paywalls.
How do you choose a web scraping tool?
- Define the data and the volume. Pages per day, rows per month, and how often it changes.
- Check whether pages need JavaScript or a login. That decides between a plain API and a browser tool.
- Decide who maintains it. A no-code tool needs a business owner; a framework needs a developer.
- Price the real unit. Convert credits and compute units into cost per thousand pages for your sites.
- Plan for change. Sites change layout; budget time to fix the scraper, or buy a tool with ready-made scrapers.
- Decide where the data goes. A spreadsheet, a database, or your ERP or store through an integration.
If scraping feeds a business process, such as competitor price tracking or catalog updates, a custom pipeline is often cheaper than a stack of subscriptions. Our competitive intelligence workflow automation guide and data enrichment tools post show where scraped data goes next, and website monitoring tools covers the related job of watching your own site. For help building the pipeline, see our custom web development services, AI integration services and AI automation.
Frequently Asked Questions
What is the best web scraping tool?
It depends on who maintains it. Octoparse and Browse AI suit non-developers, Apify suits teams that want scheduled cloud runs and ready-made scrapers, ScrapingBee suits developers who want proxies and rendering handled, and Scrapy suits large custom crawls.
Is web scraping illegal?
Not automatically, but it can break a site’s terms of service or privacy law depending on what you collect and how. robots.txt is a request to crawlers, not an access control, so check the terms and avoid personal data without a lawful basis. Ask a lawyer about your case.
Are there free web scraping tools?
Yes. Octoparse, Apify and Browse AI have free plans with limits, ScrapingBee gives trial credits, and Scrapy, Beautiful Soup, Playwright and Selenium are open source. Free tools still cost server time and developer time.
What are the best open-source web scraping tools?
Scrapy for crawling and extraction, Beautiful Soup for parsing HTML you already have, and Playwright or Selenium when a page needs a real browser to load its content.
What are the best Python web scraping tools?
Scrapy, Beautiful Soup, Playwright and Selenium all work with Python. A common pattern is HTTP requests plus Beautiful Soup for simple pages, Scrapy for large crawls, and Playwright for JavaScript-heavy pages.
Is Playwright replacing Selenium?
Both are active. Playwright supports Chromium, WebKit and Firefox with several languages, while Selenium is a long-running open-source standard built on WebDriver. Pick the one your team already knows unless a specific feature decides it.
Can ChatGPT do web scraping?
It can extract structured data from page text you give it, but it does not replace a scheduled scraper. For repeatable jobs at volume, use a scraper and send the data to your systems.
What is the difference between a scraper and a crawler?
A crawler follows links to discover pages. A scraper extracts data from pages. Many tools, including Scrapy, do both.
How much do web scraping tools cost?
Listed October 2026 prices start at $19 a month for Apify Starter and ScrapingBee Hobby, and $69 a month for Octoparse Standard on annual billing. Credit and usage rules change the real cost, so estimate your monthly volume first.
Bottom Line
Choose the method that matches who will maintain the scraper: a no-code tool for occasional exports, a cloud platform for scheduled work, an API for developers who want proxies handled, or open-source libraries for full control. Convert credits to cost per page before you buy, respect the site terms, and plan for pages that change. To build a scraping pipeline that feeds your own systems, talk to us about custom web development services.
