Developer ecosystem comparison
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Amplitude vs DataCamp

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

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

Amplitude (rank #93) holds a modest lead over DataCamp (rank #372) on the overall Smoower ecosystem score (56 vs 42). The gap of 14 points reflects composite signals across code, docs, community and reach.

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

Amplitude carries 3,167 GitHub stars across 151 public repos, with 39 repositories active in the last 90 days and 23 external contributors on record. DataCamp shows 5,838 stars across 180 public repos, 3 active in the last 90 days and 0 external contributors.

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

MetricAmplitudeDataCamp
Ranking
Overall rank#93#372
Pillars
Overall5642
Code7044
Education4267
Community4226
Reach2141
Momentum726
Builder experience00
Signals
Stars3,1675,838
Forks1,0523,688
Public repos151180
Active repos (90d)393
External contributors230
Avg polish7048
Avg AI-readiness4430

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