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Firecrawl vs Scrapy: Which is Better in 2026?

Choosing between Firecrawl and Scrapy comes down to understanding what each tool does best. This comparison breaks down the key differences so you can make an informed decision based on your specific needs, not marketing claims.

Bottom line: Firecrawl wins this matchup. Porkbun is our overall Developer Tools pick. Jotai is our free Developer Tools pick. Pick Scrapy if you need a free tier to start with.

··Methodology
Editor reviewed0 verified reviews comparedPricing checked Sep 2026

Short on time? Here's the quick answer

We've tested both tools. Here's who should pick what:

Firecrawl

Turn websites into LLM-ready data for your AI applications.

Best for you if:

  • • You want provides clean, LLM-ready data for AI applications
  • • You want high reliability, covering 96% of the web

Scrapy

The world's most-used open-source framework for fast and powerful web data extraction.

Best for you if:

  • • You want open-source and free to use
  • • You want fast and powerful data extraction
At a Glance
FirecrawlFirecrawl
ScrapyScrapy
Starts at
FreeFree tier available
FreeFree tier available
Best For
Developer ToolsDeveloper Tools
Rating
4.8/5-
Free plan
Yes Yes

Choose Firecrawl or Scrapy?

Firecrawl

Choose Firecrawl if

Turn websites into LLM-ready data for your AI applications.

  • You want provides clean, LLM-ready data for AI applications
  • You want high reliability, covering 96% of the web
Scrapy

Choose Scrapy if

The world's most-used open-source framework for fast and powerful web data extraction.

  • You want open-source and free to use
  • You want fast and powerful data extraction
FeatureFirecrawlScrapy
Pricing ModelFreemiumFreemium
User Rating
★4.8/5
48 reviews
No ratings yet
Categories
Developer ToolsAI Agents
Developer ToolsData & Databases

In-Depth Analysis

FirecrawlFirecrawl

Turn websites into LLM-ready data for your AI applications.

Starts at Free
Good value

Firecrawl's pricing is quite fair, especially for the lower tiers, offering good value for developers and small businesses.

Watch out

Overage fees for extra credits can add up.

Strengths

  • +Provides clean, LLM-ready data for AI applications
  • +High reliability, covering 96% of the web
  • +Exceptional speed for real-time applications
  • +Open-source and developer-friendly with multiple integration options
  • +Offers a free tier for trying out the service

Weaknesses

  • -Credit-based pricing model might require careful usage monitoring
  • -Advanced AI Agent feature is currently in preview with dynamic pricing

Key features

Scrape web pages into Markdown, JSON, or screenshotsSearch the web and retrieve full content from resultsCrawl all pages on a website to gather dataAI Agent for extracting data with AI promptsOpen-source with Python, Node.js SDKs, cURL, and CLIHandles JavaScript-heavy and protected pages reliably

ScrapyScrapy

The world's most-used open-source framework for fast and powerful web data extraction.

Starts at Free
Great value

The pricing for Scrapy is exceptionally fair and generous, as both the core framework and the Web Scraping Copilot are offered completely free of charge.

Strengths

  • +Open-source and free to use
  • +Fast and powerful data extraction
  • +Highly customizable with Python
  • +Strong community support and extensive documentation
  • +Simplifies complex scraping tasks

Weaknesses

  • -Requires Python knowledge
  • -Initial setup might have a learning curve for beginners

Key features

Create Scrapy Projects with a single commandDefine Scrapy Spiders to crawl pages and extract dataRun Scrapy Spiders to scrape dataExport extracted data to various file formatsUse Scrapy Shell for interactive testing and debuggingDeploy spiders to Zyte Scrapy Cloud

Pricing: Firecrawl vs Scrapy

PlanFirecrawlScrapy
Tier 1
$0 one-time
Free Plan
Free
Scrapy
Tier 2
$16/monthly
Hobby
Free to use - No account required
Web Scraping Copilot
Tier 3
$83/monthly
Standard
N/A
Tier 4
$333/monthly
Growth
N/A
Tier 5
$599 per month
Scale
N/A
Tier 6
Custom
Enterprise
N/A

Pricing verified from each vendor's public pricing page. Compare in detail on Firecrawl pricing and Scrapy pricing.

Who Should Use What?

On a budget?

Both are freemium. Compare plans on their websites.

Go with: Firecrawl

Want the highest-rated option?

Firecrawl is rated 4.8/5. Scrapy has no ratings yet.

Go with: Firecrawl

Value user reviews?

Firecrawl: 48 reviews (4.8/5). Scrapy: no ratings yet.

Go with: Firecrawl

3 Questions to Help You Decide

1

What's your budget?

Both are freemium. Pricing won't help you decide here.

2

What's your use case?

Both are developer tools tools. Compare their specific features to decide.

3

How important are ratings?

Firecrawl is rated 4.8/5; Scrapy has no ratings yet.

Key Takeaways

Firecrawl

  • Free tier available
  • Our pick for this comparison

Scrapy

  • Choose if you want the world's most-used open-source framework for fast and powerful web data extraction

The Bottom Line

Firecrawl wins this matchup. Porkbun is our overall Developer Tools pick. Jotai is our free Developer Tools pick.

Frequently Asked Questions

Is Firecrawl or Scrapy better?

Firecrawl is rated in our evaluation. Both are freemium.

What are Firecrawl and Scrapy used for?

Firecrawl: Turn websites into LLM-ready data for your AI applications.. Scrapy: The world's most-used open-source framework for fast and powerful web data extraction..

What does Firecrawl cost vs Scrapy?

Firecrawl is freemium (free tier + paid plans). Scrapy is freemium (free tier + paid plans). Visit their websites for detailed pricing.

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