Firecrawl vs vLLM

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.

Firecrawl (rank #50) holds a narrow lead over vLLM (rank #123) on the overall Smoower ecosystem score (62 vs 57). The gap of 5 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), Firecrawl is ahead of vLLM. 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), Firecrawl is slightly ahead of vLLM. On momentum (release cadence and how fast the ecosystem moves), vLLM is slightly ahead of Firecrawl.

Firecrawl carries 283,883 GitHub stars across 111 public repos, with 28 repositories active in the last 90 days and 238 external contributors on record. vLLM shows 129,758 stars across 50 public repos, 41 active in the last 90 days and 1,004 external contributors.

Firecrawl is the stronger read for anyone weighting education. 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.