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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.

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Favicon of Firecrawl

Firecrawl

AI
API for AI agents to search, scrape, crawl, and interact with the live web, returning clean Markdown, structured JSON, or screenshots from any page.
169,544stars+16,068(+10%)

Last 30 days

Screenshot of Firecrawl
Favicon of Lightpanda

Lightpanda

AI
Purpose-built headless browser that delivers 10x faster performance and 10x lower memory usage compared to Chrome headless for web automation and AI workflows.
34,116stars+2,082(+6.5%)

Last 30 days

Screenshot of Lightpanda

Detailed Comparison

Firecrawl appears to have several advantages over Lightpanda, particularly in popularity, growth and features. Consider your specific needs regarding popularity, growth, activity, technology, maturity, licensing and features when making your decision.

Firecrawl wins
Community & Popularity

Firecrawl significantly outpaces Lightpanda in community adoption with 169,544 stars compared to 34,116 stars on GitHub. This 5.0x difference suggests Firecrawl has a much larger and more active community. In terms of developer contributions, Firecrawl has 9,461 forks, indicating strong developer engagement.

Firecrawl wins
Growth Momentum

Firecrawl is growing faster, adding 16,068 stars in the last 30 days (+10%) against adding 2,082 stars for Lightpanda (+6.5%). Firecrawl is both larger and pulling further ahead.

Comparable
Development Activity

Both projects show recent activity, with Firecrawl last updated 9 hours ago and Lightpanda 10 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 4 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.