Developer ecosystem comparison
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DataCamp vs Heap

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

DataCamp and Heap (Product Insights) both appear on the Smoower Developer Ecosystem Index.

DataCamp (rank #372) holds a narrow lead over Heap (rank #569) on the overall Smoower ecosystem score (42 vs 35). The gap of 7 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), DataCamp is ahead of Heap. On education (docs, guides and learning material for developers), Heap is slightly ahead of DataCamp. On community (issue response, PR reviews and discussion health), DataCamp is ahead of Heap. On reach (how visible the ecosystem is beyond its own repos), DataCamp is ahead of Heap. On momentum (release cadence and how fast the ecosystem moves), Heap 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. Heap shows 215 stars across 65 public repos, 6 active in the last 90 days and 1 external contributors. The star gap on its own does not decide the comparison, but DataCamp's footprint is roughly 27.2x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

DataCamp is the stronger read for anyone weighting community. Heap 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

MetricDataCampHeap
Ranking
Overall rank#372#569
Pillars
Overall4235
Code4435
Education6772
Community2614
Reach4130
Momentum612
Builder experience00
Signals
Stars5,838215
Forks3,688105
Public repos18065
Active repos (90d)36
External contributors01
Avg polish4837
Avg AI-readiness3023

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