Firecrawl vs Ollama

Firecrawl (Web data API for AI) and Ollama both appear on the Smoower Developer Ecosystem Index.

Firecrawl and Ollama sit at essentially the same overall ecosystem score (54), which is unusual and worth reading through the pillars below.

On code quality (the state of repositories, tests, releases and polish), Ollama is ahead of Firecrawl. On education (docs, guides and learning material for developers), Firecrawl is ahead of Ollama. On community (issue response, PR reviews and discussion health), Firecrawl is slightly ahead of Ollama. On reach (how visible the ecosystem is beyond its own repos), Ollama is clearly ahead of Firecrawl. On momentum (release cadence and how fast the ecosystem moves), Ollama is 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. Ollama shows 190,304 stars across 4 public repos, 3 active in the last 90 days and 241 external contributors.

Firecrawl is the stronger read for anyone weighting education. Ollama looks better where reach 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.