What is the main difference between Firecrawl and Lightpanda?

Firecrawl and Lightpanda are both scraping platforms & sdks but differ in their approach, features, and target audience. Compare their GitHub stats, technology stack, and community adoption to make the best choice.

Which is better: Firecrawl or Lightpanda?

The choice between Firecrawl and Lightpanda depends on your specific needs, technical requirements, and team preferences. Both are quality open source solutions with active communities.

Can I migrate from Firecrawl to Lightpanda?

Migration between Firecrawl and Lightpanda is possible but requires careful planning. Consider data export/import capabilities, feature parity, and potential workflow changes.

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Firecrawl vs Lightpanda

Learn how Firecrawl and Lightpanda differ in their key features, development activity, technology stack and community adoption, so you can decide which of these scraping platforms & sdks is best for you.

Firecrawl

API for AI agents to search, scrape, crawl, and interact with the live web, returning clean Markdown, structured JSON, or screenshots from any page.

Visit Firecrawl Read more

Stars
135,444
Forks
7,876
Last commit
11 hours ago
Repository age
2 years
License
AGPL-3.0
Self-hosted
Yes

Activity score

100/100

View Repository

Lightpanda

Purpose-built headless browser that delivers 10x faster performance and 10x lower memory usage compared to Chrome headless for web automation and AI workflows.

Visit Lightpanda Read more

Stars
31,263
Forks
1,381
Last commit
16 hours ago
Repository age
3 years
License
AGPL-3.0

Activity score

95/100

View Repository

Detailed Comparison

Both Firecrawl and Lightpanda have their unique strengths and serve similar purposes effectively. Consider your specific needs regarding popularity, activity, technology, maturity, licensing and features when making your decision.

Firecrawl wins

Community & Popularity

Firecrawl significantly outpaces Lightpanda in community adoption with 135,444 stars compared to 31,263 stars on GitHub. This 4.3x difference suggests Firecrawl has a much larger and more active community. In terms of developer contributions, Firecrawl has 7,876 forks, indicating strong developer engagement.

Comparable

Development Activity

Both projects show recent activity, with Firecrawl last updated 11 hours ago and Lightpanda 16 hours ago.

Comparable

Technology Stack

Both tools share common technology foundations, being built with Golang, Rust. However, they differ in their additional technology choices: Firecrawl uses JavaScript, CSS, Bash, Typescript, JSX, Python while Lightpanda leverages Zig.

Lightpanda wins

Project Maturity

Lightpanda has been in development longer, starting 3 years ago, compared to Firecrawl which began 2 years ago. This 1.2-year head start suggests Lightpanda may have more mature features and established processes.

Comparable

Licensing

Both projects use the AGPL-3.0 license, providing identical terms for usage and distribution.

Comparable

Use Cases & Features

Both tools serve similar use cases in Scraping Platforms & SDKs. However, they also have distinct specializations: Firecrawl also focuses on Web Crawlers while Lightpanda extends into Browser Automation for AI, Browser Automation.

Firecrawl wins

Hosting & Deployment

Firecrawl provides self-hosting options for complete data control and customization, while Lightpanda may be primarily cloud-based or require different deployment approaches.

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