Firecrawl vs LlamaIndex
Side-by-side comparison built from DeepYard's structured catalog. Content updated Aug 21, 2026.
Direct Answer
Firecrawl suits teams needing freemium free tier, web scraping focus, and 170,656 GitHub stars in current listing data. LlamaIndex suits teams needing open-source access, data framework focus, and 51,792 GitHub stars in current listing data. This summary reflects catalog metadata only for decision support, not independent testing.
What this comparison weighs
- Pricing and free-tier availability
- License model and deployment fit
- GitHub adoption and contributor depth
- Catalog tags, integrations, and supported workflows
| Metric | Firecrawl | LlamaIndex |
|---|---|---|
| GitHub Stars | 170.7K | 51.8K |
| Contributors | 162 | 475 |
| Last Commit | Aug 22, 2026 | Aug 20, 2026 |
| Open Issues | 546 | 651 |
| License | open-source | open-source |
| Pricing | freemium | open-source |
| Free Tier | Yes | Yes |
| Category | dev-tools | dev-tools |
| Trending | No | No |
Choose Firecrawl if you need
- • Firecrawl stands out for Web Scraping workflows that are not listed for LlamaIndex.
- • Firecrawl is the stronger pick when Langchain matters because that capability is listed only on its profile.
- • Firecrawl shows broader GitHub adoption with 170,656 stars versus 51,792 for LlamaIndex.
Choose LlamaIndex if you need
- • LlamaIndex stands out for Data Framework workflows that are not listed for Firecrawl.
- • LlamaIndex is the stronger pick when Openai matters because that capability is listed only on its profile.
- • LlamaIndex has a larger visible contributor base (475 vs 162).
Meaningful differences
- • Pricing model: Firecrawl is listed as freemium, while LlamaIndex is listed as open-source.
- • Workflow emphasis: Firecrawl highlights Web Scraping, while LlamaIndex highlights Data Framework.
- • GitHub adoption: Firecrawl shows 170,656 stars versus 51,792 for LlamaIndex.
- • Contributor count: Firecrawl lists 162 contributors and LlamaIndex lists 475.
Shared capabilities
- • Rag
- • Python
- • Open Source
Shared Tags
Only in Firecrawl
Only in LlamaIndex
Limitations and evidence
- • DeepYard compares structured public metadata; this is not an independent benchmark unless a test record is shown.
- • Signals such as stars, contributors, and last commit indicate public activity, not purchase fit or runtime quality.
- • Pricing and feature coverage reflect the stored listing snapshot and may lag vendor changes between refreshes.
Source links
About Firecrawl
Firecrawl is a web scraping API that turns entire websites into clean, LLM-ready markdown or structured data. Handles JavaScript rendering, anti-bot bypassing, sitemaps, and recursive crawling. Provides scrape (single URL), crawl (entire site), map (discover URLs), and extract (structured data) endpoints. Essential infrastructure for RAG pipelines and AI agents that need web data.
View full listingAbout LlamaIndex
LlamaIndex is the leading data framework for building LLM-powered applications. Provides data connectors for 160+ sources, advanced RAG pipelines, document agents, and a workflow engine for complex agentic applications. The standard for connecting LLMs to your data.
View full listing