Firecrawl alternatives (2026)
Firecrawl is best for developers building LLM/RAG apps or agents who want clean markdown or JSON from any URL with minimal setup. If that's not you, or one of its limits is in your way, these are the closest alternatives, ranked by how well they cover the same job.
Common reasons to look beyond Firecrawl
- JSON extraction costs 5x a plain scrape (1 + 4 credits)
- No pay-as-you-go on the free plan
- Self-hosted version lacks some cloud-only features
- AGPL license can be restrictive for commercial embedding
| Tool | From | Link |
|---|---|---|
1 ScrapeGraphAI AI extraction API | $20/mo | Visit |
2 Diffbot AI extraction API | $299/mo | Visit |
3 Jina Reader AI extraction API | Prepaid tokens | Visit |
4 Apify Scraping API | $19/mo | Visit |
5 Bright Data Proxy & data infrastructure | Pay as you go | Visit |
6 ScrapingBee Scraping API | $19/mo | Visit |
7 Crawl4AI Open source | $10/mo | Visit |
8 Zyte API Scraping API | Pay as you go | Visit |
1. ScrapeGraphAI
From $20/moPrompt-driven LLM scraping, available as an MIT open-source library and a hosted API.
- Best for: Developers who want prompt-based structured extraction with the option to self-host the open-source library.
2. Diffbot
From $299/moAI that auto-classifies pages into structured entities and powers a web-scale Knowledge Graph.
- Best for: Teams that need rule-free, consistent structured data across many sites, or entity data from a Knowledge Graph.
3. Jina Reader
From Prepaid tokensPrefix any URL with r.jina.ai to get clean, LLM-friendly markdown instantly.
- Best for: Developers who need the fastest, cheapest way to feed a single web page to an LLM.
4. Apify
From $19/moA cloud platform and marketplace of thousands of ready-made scrapers (Actors) you can run or build.
- Adds no-code UI, which Firecrawl lacks
- Best for: Teams that want a ready-made scraper for a popular site (Google Maps, Amazon, social media) or a platform to host their own.
5. Bright Data
From Pay as you goEnterprise-scale proxy network and unblocking/scraping APIs with a huge residential IP pool.
- Adds no-code UI, which Firecrawl lacks
- Best for: Companies scraping heavily protected sites at scale that need the strongest proxy and unblocking infrastructure.
6. ScrapingBee
From $19/moA simple scraping API that handles headless browsers and proxies, with natural-language AI extraction.
- Best for: Developers who want a predictable, easy scraping API that handles rendering and proxies without managing infrastructure.
7. Crawl4AI
From $10/moPopular open-source Python crawler that outputs LLM-ready markdown and structured data.
- Cheaper entry point: $10/mo vs $19/mo
- Best for: Python developers who want a free, self-hosted crawler for RAG/agent pipelines and full control over the stack.
8. Zyte API
From Pay as you goA per-success scraping API from the makers of Scrapy, with tiered pricing by site difficulty and automatic extraction.
- Cheaper entry point: Pay as you go vs $19/mo
- Best for: Python/Scrapy teams that want a reliable unblocking API and pay-per-success billing.