Developer ecosystem comparison
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Replicate vs sgl-project

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

Replicate (Run AI with an API) and sgl-project both appear on the Smoower Developer Ecosystem Index.

Replicate (rank #189) holds a narrow lead over sgl-project (rank #278) on the overall Smoower ecosystem score (50 vs 46). The gap of 4 points reflects composite signals across code, docs, community and reach.

On education (docs, guides and learning material for developers), sgl-project is slightly ahead of Replicate. On community (issue response, PR reviews and discussion health), sgl-project is clearly ahead of Replicate. On reach (how visible the ecosystem is beyond its own repos), Replicate is clearly ahead of sgl-project. On momentum (release cadence and how fast the ecosystem moves), sgl-project is ahead of Replicate.

Replicate carries 25,062 GitHub stars across 169 public repos, with 10 repositories active in the last 90 days and 12 external contributors on record. sgl-project shows 38,333 stars across 26 public repos, 20 active in the last 90 days and 349 external contributors.

Replicate is the stronger read for anyone weighting reach. sgl-project looks better where community 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

MetricReplicatesgl-project
Ranking
Overall rank#189#278
Pillars
Overall5046
Code5555
Education7274
Community4880
Reach748
Momentum3140
Builder experience00
Signals
Stars25,06238,333
Forks4,5968,904
Public repos16926
Active repos (90d)1020
External contributors12349
Avg polish6055
Avg AI-readiness3347

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