Developer ecosystem comparison
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Qodo vs Mendable AI is now Firecrawl

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

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

Qodo (rank #401) holds a modest lead over Mendable AI is now Firecrawl (rank #763) on the overall Smoower ecosystem score (41 vs 29). The gap of 12 points reflects composite signals across code, docs, community and reach.

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

Qodo carries 4,512 GitHub stars across 23 public repos, with 2 repositories active in the last 90 days and 1 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.

Qodo 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

MetricQodoMendable AI is now Firecrawl
Ranking
Overall rank#401#763
Pillars
Overall4129
Code310
Education7189
Community390
Reach4732
Momentum3228
Builder experience00
Signals
Stars4,5120
Forks4070
Public repos230
Active repos (90d)20
External contributors10
Avg polish280
Avg AI-readiness280

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View Qodo developer profileView Mendable AI is now Firecrawl developer profile