# Firecrawl vs vLLM — developer ecosystem comparison

> Side-by-side comparison of Firecrawl and vLLM on public developer-ecosystem signals.

Firecrawl (Supercharge your AI agents with data from the web and beyond. Building the library for superintelligence. 🔥) and vLLM both appear on the Smoower Developer Ecosystem Index.

vLLM (rank #92) holds a narrow lead over Firecrawl (rank #127) on the overall Smoower ecosystem score (58 vs 54). The gap of 4 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), vLLM is clearly ahead of Firecrawl. On education (docs, guides and learning material for developers), vLLM is ahead of Firecrawl. On community (issue response, PR reviews and discussion health), vLLM is clearly ahead of Firecrawl. On reach (how visible the ecosystem is beyond its own repos), vLLM is clearly ahead of Firecrawl. On momentum (release cadence and how fast the ecosystem moves), vLLM is slightly ahead of Firecrawl.

Firecrawl carries 289,996 GitHub stars across 118 public repos, with 37 repositories active in the last 90 days and 243 external contributors on record. vLLM shows 131,658 stars across 52 public repos, 43 active in the last 90 days and 1,044 external contributors.

Firecrawl is worth a look for teams already invested in its stack. vLLM looks better where code quality is the deciding factor. The table below breaks the scores down pillar by pillar; the linked profiles cover the underlying repos, docs and community signals in full.

## Scores

| Metric | Firecrawl | vLLM |
| --- | --- | --- |
| Overall score | 54.0 | 58.0 |
| Overall rank | #127 | #92 |
| Category | ai | ai |
| Code & Polish | 50.0 | 82.0 |
| Education | 57.0 | 74.0 |
| Builder experience | 0.0 | 0.0 |
| Community | 51.0 | 77.0 |
| Reach | 33.0 | 54.0 |
| Momentum | 43.0 | 45.0 |

## Full reports

- Firecrawl: https://www.smoower.com/firecrawl.md
- vLLM: https://www.smoower.com/vllm-project.md

---

HTML version: https://www.smoower.com/compare/firecrawl-vs-vllm-project
Machine index: https://www.smoower.com/llms.txt · MCP server: https://www.smoower.com/mcp · REST API: https://www.smoower.com/api/v1