Developer ecosystem comparison
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ggml vs Mendable AI is now Firecrawl

Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.

ggml (AI inference at the edge) and Mendable AI is now Firecrawl (New Repo - https://github.com/firecrawl) both appear on the Smoower Developer Ecosystem Index.

ggml (rank #103) holds a meaningful lead over Mendable AI is now Firecrawl (rank #763) on the overall Smoower ecosystem score (55 vs 29). The gap of 26 points reflects composite signals across code, docs, community and reach.

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

ggml carries 191,415 GitHub stars across 22 public repos, with 15 repositories active in the last 90 days and 308 external contributors on record. Mendable AI is now Firecrawl shows 0 stars across 0 public repos, 0 active in the last 90 days and 0 external contributors.

ggml is the stronger read for anyone weighting community. Mendable AI is now Firecrawl looks better where education 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.

Side-by-side metrics

MetricggmlMendable AI is now Firecrawl
Ranking
Overall rank#103#763
Pillars
Overall5529
Code470
Education7889
Community800
Reach9032
Momentum3428
Builder experience00
Signals
Stars191,4150
Forks28,2150
Public repos220
Active repos (90d)150
External contributors3080
Avg polish500
Avg AI-readiness320

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