Developer ecosystem comparison
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Fireworks.ai vs Mendable AI is now Firecrawl

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

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

Fireworks.ai (rank #430) holds a modest lead over Mendable AI is now Firecrawl (rank #763) on the overall Smoower ecosystem score (40 vs 29). The gap of 11 points reflects composite signals across code, docs, community and reach.

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

Fireworks.ai carries 359 GitHub stars across 29 public repos, with 19 repositories active in the last 90 days and 43 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.

Fireworks.ai 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

MetricFireworks.aiMendable AI is now Firecrawl
Ranking
Overall rank#430#763
Pillars
Overall4029
Code370
Education5889
Community540
Reach1732
Momentum3228
Builder experience00
Signals
Stars3590
Forks1190
Public repos290
Active repos (90d)190
External contributors430
Avg polish410
Avg AI-readiness280

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