Developer ecosystem comparison
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DataCamp vs Sage

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

DataCamp and Sage both appear on the Smoower Developer Ecosystem Index.

DataCamp (rank #372) holds a modest lead over Sage (rank #625) on the overall Smoower ecosystem score (42 vs 33). The gap of 9 points reflects composite signals across code, docs, community and reach.

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

DataCamp carries 5,838 GitHub stars across 180 public repos, with 3 repositories active in the last 90 days and 0 external contributors on record. Sage shows 2,180 stars across 122 public repos, 6 active in the last 90 days and 22 external contributors.

DataCamp is the stronger read for anyone weighting reach. Sage looks better where code quality 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

MetricDataCampSage
Ranking
Overall rank#372#625
Pillars
Overall4233
Code4456
Education6752
Community2634
Reach4123
Momentum612
Builder experience00
Signals
Stars5,8382,180
Forks3,688430
Public repos180122
Active repos (90d)36
External contributors022
Avg polish4852
Avg AI-readiness3038

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