Firecrawl vs Reworkd AI
Detailed side-by-side comparison to help you choose the right tool
Firecrawl
🔴DeveloperWeb data and search API
A web data API that turns sites into clean content for AI systems through scraping, search, and crawling.
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FreeReworkd AI
🟡Low CodeWeb Automation Tools
Reworkd AI is an AI-powered browser agent for extracting structured data from websites at scale, with published pricing and a public sunset notice that makes current availability uncertain.
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FreeFeature Comparison
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💡 Our Take
Choose Reworkd AI if you need browser-agent-style extraction for dynamic websites with pagination, infinite scroll, proxies, CAPTCHA solving, and a managed extraction pipeline. Choose Firecrawl if your priority is turning websites into clean crawlable content for LLM apps or retrieval workflows, especially if you need an actively maintained option for new deployments after Reworkd’s published sunset date.
Firecrawl - Pros & Cons
Pros
- ✓Produces LLM-ready Markdown
- ✓Covers search, scrape, map, and crawl
- ✓Supports rendered pages
- ✓Free 1,000-credit plan
- ✓Clear concurrency limits
Cons
- ✗Advanced work can consume extra credits
- ✗Crawls may collect duplicates
- ✗CAPTCHAs and policies constrain access
- ✗Hosted processing may violate governance requirements
- ✗Interactive pages may require browsers
Reworkd AI - Pros & Cons
Pros
- ✓Published free Hobby tier includes 10 concurrent browsers, 30-day data retention, API access, CAPTCHA solving, scheduled jobs, and fully managed operation.
- ✓Pro tier increases capacity to 50 concurrent browsers and 90-day data retention for $99/month, giving teams a clear upgrade path for higher-volume extraction.
- ✓The platform automates the full extraction pipeline: scanning websites, generating code, running extractors, validating results, and outputting structured data.
- ✓Self-healing scrapers are designed to identify website content changes, detect extraction issues, and repair data failures without constant manual selector maintenance.
- ✓Infrastructure pricing is disclosed on the website, including $0.125/GB standard proxies, $8/GB premium proxies, $0.10/hour compute, and $5 per 1,000 antibot solves.
- ✓Reworkd’s site cites 533,029,180 rows of data extracted and a customer quote describing hundreds of thousands of regulation PDFs downloaded every month.
Cons
- ✗The website states that the product will be sunset on February 6, 2025, making it unsuitable for most new long-term deployments without direct confirmation from Reworkd.
- ✗Usage costs can grow beyond the $99/month Pro subscription because proxy bandwidth, compute time, and antibot solving are separately priced.
- ✗Enterprise pricing is custom, so teams needing custom retention, custom concurrency, Slack support, or a fully managed solution must contact sales for a firm quote.
- ✗The public website does not provide detailed documentation in the scraped content for supported export destinations, authentication workflows, or compliance controls.
- ✗The product’s broad automation promise may still require careful migration planning for teams that depend on it for recurring production data pipelines after the sunset date.
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