Developer ecosystem comparison
vs

DataCamp vs Duolingo

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

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

Duolingo (rank #338) holds a narrow lead over DataCamp (rank #372) on the overall Smoower ecosystem score (43 vs 42). The gap of 1 points reflects composite signals across code, docs, community and reach.

On education (docs, guides and learning material for developers), DataCamp is ahead of Duolingo. On community (issue response, PR reviews and discussion health), Duolingo is ahead of DataCamp. On reach (how visible the ecosystem is beyond its own repos), Duolingo is slightly ahead of DataCamp. On momentum (release cadence and how fast the ecosystem moves), Duolingo is clearly 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. Duolingo shows 1,721 stars across 12 public repos, 8 active in the last 90 days and 11 external contributors. The star gap on its own does not decide the comparison, but DataCamp's footprint is roughly 3.4x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

DataCamp is the stronger read for anyone weighting education. Duolingo looks better where momentum 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

MetricDataCampDuolingo
Ranking
Overall rank#372#338
Pillars
Overall4243
Code4444
Education6747
Community2637
Reach4149
Momentum638
Builder experience00
Signals
Stars5,8381,721
Forks3,688267
Public repos18012
Active repos (90d)38
External contributors011
Avg polish4851
Avg AI-readiness3030

Fork ecosystems

Loading fork ecosystem…
Loading fork ecosystem…
View DataCamp developer profileView Duolingo developer profile