Developer ecosystem comparison
vs

DataCamp vs Humaans

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

DataCamp and Humaans (A better workplace starts here) both appear on the Smoower Developer Ecosystem Index.

DataCamp (rank #372) holds a modest lead over Humaans (rank #662) on the overall Smoower ecosystem score (42 vs 32). The gap of 10 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), Humaans is slightly ahead of DataCamp. On education (docs, guides and learning material for developers), Humaans is slightly ahead of DataCamp. On community (issue response, PR reviews and discussion health), DataCamp is ahead of Humaans. On reach (how visible the ecosystem is beyond its own repos), DataCamp is clearly ahead of Humaans. On momentum (release cadence and how fast the ecosystem moves), Humaans is 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. Humaans shows 461 stars across 9 public repos, 4 active in the last 90 days and 2 external contributors. The star gap on its own does not decide the comparison, but DataCamp's footprint is roughly 12.7x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

DataCamp is the stronger read for anyone weighting reach. Humaans 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

MetricDataCampHumaans
Ranking
Overall rank#372#662
Pillars
Overall4232
Code4450
Education6771
Community2616
Reach410
Momentum624
Builder experience00
Signals
Stars5,838461
Forks3,68818
Public repos1809
Active repos (90d)34
External contributors02
Avg polish4841
Avg AI-readiness3043

Fork ecosystems

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