Firecrawl vs Open WebUI

Firecrawl (Web data API for AI) and Open WebUI (On a mission to build the best AI user interface.) both appear on the Smoower Developer Ecosystem Index.

Firecrawl (rank #122) holds a narrow lead over Open WebUI (rank #189) on the overall Smoower ecosystem score (54 vs 50). 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), Open WebUI is slightly ahead of Firecrawl. On education (docs, guides and learning material for developers), Firecrawl is slightly ahead of Open WebUI. On community (issue response, PR reviews and discussion health), Open WebUI is slightly ahead of Firecrawl. On reach (how visible the ecosystem is beyond its own repos), Open WebUI is slightly ahead of Firecrawl. On momentum (release cadence and how fast the ecosystem moves), Open WebUI is slightly ahead of Firecrawl.

Firecrawl carries 199,181 GitHub stars across 101 public repos, with 28 repositories active in the last 90 days and 130 external contributors on record. Open WebUI shows 159,650 stars across 25 public repos, 12 active in the last 90 days and 198 external contributors.

Firecrawl is the stronger read for anyone weighting education. Open WebUI 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.