THE COMPARISON / A CLOSER LOOK
Apify vs Firecrawl
Compare the listed plans, useful capabilities, and practical tradeoffs.
Prices and features reflect editorial records. Check vendor terms before you buy; documentary checks do not imply hands-on testing.
Apify
🔴DeveloperWeb Data & Scraping
The largest marketplace of ready-to-run web scrapers (Apify calls them Actors) with an MCP server so AI agents can pull live web data on demand.
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Starting Price
FreeFirecrawl
🔴DeveloperWeb Scraping
Web scraping, crawling, and search API that turns any website into clean Markdown or structured data for AI agents and LLMs.
SOURCE-CHECK COVERAGE
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Starting Price
FreeFeature Comparison
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The editorial take
Choose Firecrawl if you want a focused, API-first tool that converts URLs to LLM-ready markdown with minimal configuration. Choose Apify if you need a full scraping platform with a marketplace of pre-built actors, scheduled runs, and storage — Apify is more versatile for general scraping workflows but requires more setup for AI-specific output.
Apify - Pros & Cons
Pros
- ✓Huge Actor marketplace shortens build time compared with writing every scraper from scratch
- ✓Good fit for AI pipelines because results land in structured datasets instead of screenshots or brittle copy-paste flows
- ✓Scheduling, proxies, storage, and APIs are bundled, which reduces glue code for production scraping
- ✓MCP support makes Apify more agent-friendly than many traditional scraping tools
Cons
- ✗Costs can rise fast when Actors use heavy browser sessions, proxies, or high-volume datasets
- ✗Marketplace Actor quality varies, so production teams still need monitoring and fallback plans
- ✗Legal and compliance review is still your job; Apify does not make every target site safe to scrape
Firecrawl - Pros & Cons
Pros
- ✓One API replaces a custom Chromium + proxy + parser stack
- ✓Schema-constrained /extract is a huge win for product and directory scraping
- ✓Official MCP server gives Claude Desktop and Cursor live web access in seconds
- ✓First-class adapters in LangChain, LlamaIndex, and CrewAI
- ✓Clean Markdown output drops straight into RAG pipelines
Cons
- ✗Credits burn quickly when /extract or PDF parsing runs on every page
- ✗Hobby tier is generous for trials but small for production crawls
- ✗Auth-gated dashboards and heavily modal UIs still require workarounds
- ✗Concurrency caps on lower tiers slow large-site crawls
Not sure which to pick?
🎯 Take our quiz →🔒 Security & Compliance Comparison
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