Developer ecosystem comparison
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DataCamp vs Increase

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

DataCamp and Increase (Build your bank) both appear on the Smoower Developer Ecosystem Index.

Increase (rank #55) holds a modest lead over DataCamp (rank #372) on the overall Smoower ecosystem score (60 vs 42). The gap of 18 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), Increase is slightly ahead of DataCamp. On education (docs, guides and learning material for developers), DataCamp is slightly ahead of Increase. On community (issue response, PR reviews and discussion health), Increase is clearly ahead of DataCamp. On reach (how visible the ecosystem is beyond its own repos), Increase is clearly ahead of DataCamp. On momentum (release cadence and how fast the ecosystem moves), Increase 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. Increase shows 45 stars across 12 public repos, 11 active in the last 90 days and 5 external contributors. The star gap on its own does not decide the comparison, but DataCamp's footprint is roughly 129.7x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

DataCamp is the stronger read for anyone weighting education. Increase 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

MetricDataCampIncrease
Ranking
Overall rank#372#55
Pillars
Overall4260
Code4452
Education6759
Community2668
Reach4179
Momentum643
Builder experience00
Signals
Stars5,83845
Forks3,68815
Public repos18012
Active repos (90d)311
External contributors05
Avg polish4848
Avg AI-readiness3047

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