Developer ecosystem comparison
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Ashby vs DataCamp

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

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

DataCamp (rank #372) holds a narrow lead over Ashby (rank #536) on the overall Smoower ecosystem score (42 vs 36). The gap of 6 points reflects composite signals across code, docs, community and reach.

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

Ashby carries 1 GitHub stars across 3 public repos, with 1 repositories active in the last 90 days and 2 external contributors on record. DataCamp shows 5,838 stars across 180 public repos, 3 active in the last 90 days and 0 external contributors. The star gap on its own does not decide the comparison, but DataCamp's footprint is roughly 5838.0x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Ashby is the stronger read for anyone weighting momentum. DataCamp 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

MetricAshbyDataCamp
Ranking
Overall rank#536#372
Pillars
Overall3642
Code3644
Education6267
Community1426
Reach3741
Momentum156
Builder experience00
Signals
Stars15,838
Forks13,688
Public repos3180
Active repos (90d)13
External contributors20
Avg polish2348
Avg AI-readiness3730

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