
Firecrawl
Web scraping and search API designed specifically for AI agents and applications.
How the 7.4 was reached
- Quality of output6/10
Scrapeway ranks it #3 of 8 with a 69% success rate; 97% on JS-heavy sites but 0% on LinkedIn, Twitter and Instagram. scrapeway.com
- Ease of use9/10
Free account with 1,000 monthly credits and no card; pip install SDK; Python and Node SDKs; docs site. firecrawl.dev
- Pricing value7/10
Free tier of 1,000 credits, Hobby $16/month and Standard $83/month published; usage credits are somewhat hard to predict. firecrawl.dev
- API and integration quality8/10
Python, Node.js and cURL SDKs plus a CLI, with documented API at docs.firecrawl.dev. firecrawl.dev
- Solves the problem it claims to solve7/10
Search, scrape and interact features deliver the claim; the benchmark shows 0% on major anti-bot social sites. scrapeway.com
7.4/10 is the mean of the 5 criteria that apply. Scored on the five-criteria rubric v1, 29 September 2026. How scoring works
Pricing
- 500 credits/month
- Basic scraping
- API access
- 10,000 credits/month
- Search functionality
- Markdown/JSON output
- 50,000 credits/month
- Batch processing
- Priority support
- Custom credit limits
- Dedicated support
- SLA guarantees
Key Features
- Web search with full content extraction
- Clean data output in Markdown and JSON
- Screenshot capture capabilities
- AI-optimized web scraping
- Batch processing and crawling
Pros & Cons
Pros
- Built specifically for AI use cases
- Clean, structured data output
- Open source option available
- Good developer experience with SDKs
- Handles JavaScript-heavy sites well
Cons
- Credit-based pricing can get expensive
- Limited customization on lower tiers
- Relatively new with smaller community
- Rate limiting on free tier
- No built-in data storage
Firecrawl excels at providing clean, AI-ready web data through a developer-friendly API. While pricing can scale up quickly for heavy usage, it's purpose-built for modern AI applications and delivers reliable results.
Try Firecrawl →Added to scored.tools on
Show this score
Free for any tool, at any score. It shows the live score, so it changes when the score does. Paste this where you want it:
<a href="https://scored.tools/tools/firecrawl/"><img src="https://scored.tools/badge/firecrawl.svg" alt="Firecrawl on scored.tools: 7.4/10" width="160" height="40"></a>Do you run Firecrawl? Claim this page to confirm the facts, correct one or respond. It is free and never changes the score.
More Articles Featuring Firecrawl
Best AI Research Agent Tools 2026: 8 Picks Ranked
Eight AI research agents tested on real questions — ranked by depth, source quality, and how much rework they save versus how much they invent.
reviewBrowser Harness Review 2026: Self-Healing CDP Agent Primitive
Browser Harness is an MIT-licensed CDP agent layer whose helpers rewrite themselves mid-task. Sharp idea, early-stage execution. Honest builder's review.
reviewFirecrawl Review 2026: AI-First Web Scraping That Actually Works
Honest review of Firecrawl's web scraping API built for AI applications. Clean data output, but credit pricing adds up fast.