Best Web Scraping APIs & Tools in 2026
Writing a scraper takes an afternoon; keeping it unblocked takes forever. Scraping APIs sell you someone else’s proxy pool and anti-bot handling so you can go back to shipping. Here are the best web scraping tools in 2026, compared on pricing, self-hosting and what happens when the target site fights back.
Web Scraping & Data Extraction Tools Compared
| Tool | Pricing | Free tier |
|---|---|---|
| Firecrawl | Free · paid from $19/mo | |
| Apify | Free · paid from $19/mo | |
| Browserless | Free · paid from $25/mo | |
| Oxylabs Web Scraper API | Free · paid from $49/mo | |
| Bright Data Web Scraper API | Free | |
| ScrapingBee | From $19/mo | — |
| Zyte API | Usage-based | — |
The Best Web Scraping & Data Extraction Tools, Ranked
1. Firecrawl
Free tier· Free · paid from $19/moTurns any site into LLM-ready markdown with one API call — crawl, scrape, search and extract, with JS rendering and proxies handled for you.
- Markdown output is genuinely LLM-ready
- Open source and self-hostable (AGPL)
- Handles JS rendering and proxies for you
2. Apify
Free tier· Free · paid from $19/moMarketplace and runtime for 'Actors' — thousands of prebuilt scrapers you can rent, plus a platform to deploy your own.
- Thousands of prebuilt, maintained scrapers
- You can deploy your own code too
- Crawlee is free and open source
3. Browserless
Free tier· Free · paid from $25/moHosted headless Chrome you connect Puppeteer or Playwright to over WebSocket, with stealth, proxies and CAPTCHA solving built in.
- Keep your existing Puppeteer/Playwright code
- Stealth and CAPTCHA solving included
- Session recording and debugging tools
4. Oxylabs Web Scraper API
Free tier· Free · paid from $49/moEnterprise-grade scraping API on top of one of the largest residential proxy networks, billed per 1,000 successful results.
- You only pay for successful results
- Very large residential proxy pool
- Prebuilt parsers for major commerce sites
5. Bright Data Web Scraper API
Free tier· FreeScraper API over the largest commercial proxy network, priced per 1,000 records delivered rather than per request.
- Pay only for records actually delivered
- Prebuilt scrapers for most major sites
- Enormous proxy network
6. ScrapingBee
· From $19/moScraping API that handles headless browsers, proxy rotation and CAPTCHAs behind a single HTTP endpoint.
- Simplest API in the category
- Proxy rotation and CAPTCHAs included
- Predictable credit pricing
7. Zyte API
· Usage-basedUsage-priced scraping API from the team behind Scrapy, charging per successful request on a tier that reflects how hard the site was.
- Only successful responses are billed
- Priced by actual resource use per request
- Made by the Scrapy team
How to choose a web scraping & data extraction tool
- Pick Firecrawl if the output is going into an LLM — it returns clean markdown, and it is open source if you would rather self-host.
- Choose ScrapingBee or Oxylabs when you want one HTTP call to return a rendered page and never think about proxies.
- Use Apify or Browserless when you already wrote a Playwright script and only want the browser fleet operated for you.
- Compare the billing unit carefully: credits, successful records and CPU time are not comparable, and JS rendering usually costs several times a plain fetch.
- Budget for proxies either way — they are the real cost of scraping whether you rent the API or build it.
Frequently Asked Questions
What are the best web scraping & data extraction tools for startups in 2026?⌄
The best web scraping & data extraction tools for startups in 2026 include Firecrawl, Apify, Browserless, Oxylabs Web Scraper API, Bright Data Web Scraper API. Compare them by pricing, free tiers, and features in the list above.
What is the best free web scraping & data extraction tool?⌄
Free web scraping & data extraction options include Firecrawl, Apify, Browserless, Oxylabs Web Scraper API — all offer a free tier suitable for bootstrapped startups and MVPs.
How do I choose a web scraping & data extraction tool?⌄
Start with your budget and team size, prefer tools with a free tier to validate, and make sure your pick integrates with the rest of your stack. App Stack Builder can recommend a complete, budget-aware stack in about 60 seconds.
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