Don't get tricked by credit multipliers. We benchmarked true per-page costs across Firecrawl, ScrapingBee, Tavily, Jina Reader, and Bright Data.
The breakthrough open-source and cloud scraping engine built specifically for generative AI. Automatically handles dynamic JS rendering, proxies, and anti-bot challenges while returning clean LLM markdown.
Simple prepend r.jina.ai/https://example.com to extract stripped markdown from any web page. Generous free tier with enterprise token plans available.
The official search tool partner of LangChain and AutoGen. Executes live web searches and extracts the top 5 parsed markdown results in a single unified API round-trip.
Industry workhorse for headless browser automation and screenshot captures. Requires 5 credits for JS rendering and 10 to 25 credits for premium residential proxies.
| Provider | Base Headline Rate | Effective JS Page Cost | Markdown LLM Extraction | Recursive Site Crawling | Anti-Bot Bypass | Best For |
|---|---|---|---|---|---|---|
| Firecrawl | $0.0020 / page | $0.0020 (flat) | Native Clean Markdown | Yes (/crawl endpoint) | Cloudflare, Datadome | AI agents, knowledge base RAG |
| Jina Reader | Free / $0.0002 | $0.0002 | Native Clean Markdown | Single URL only | Standard | Budget single page reading |
| Tavily Search API | $0.0080 / query | $0.0080 (5 pages) | Native Clean Markdown | Search results only | Built-in | Autonomous search agents |
| ScrapingBee | $0.00098 / credit | $0.0049 (5 credits) | Requires HTML parser | Requires custom crawler | Residential Proxies | E-commerce price monitoring |
| Bright Data Scraping | $0.0030 / page | $0.0065 (with JS) | Raw HTML / JSON | Yes | World's largest proxy pool | Enterprise massive scale scraping |
If your scraper returns raw HTML, an average news article or documentation page consumes 60,000 to 120,000 tokens of boilerplate tags (scripts, stylesheets, tracking beacons, and deeply nested div wrappers).
When you feed that raw HTML into Claude 3.7 Sonnet ($3.00/M input), each page costs $0.25 to $0.35 just in LLM input fees. Using Firecrawl or Jina Reader strips 95% of HTML bloat, converting the page into a concise 2,500-token markdown document. The $0.002 scraper fee pays for itself 50 times over in downstream token savings!
/crawl endpoint takes a root domain, automatically maps all child URLs via sitemap and internal links, and streams clean markdown pages directly into your RAG ingestion pipeline.