Developer ecosystem comparison
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DataCamp vs mParticle by Rokt

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

DataCamp and mParticle by Rokt both appear on the Smoower Developer Ecosystem Index.

mParticle by Rokt (rank #338) holds a narrow lead over DataCamp (rank #372) on the overall Smoower ecosystem score (43 vs 42). The gap of 1 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), mParticle by Rokt is ahead of DataCamp. On education (docs, guides and learning material for developers), DataCamp is slightly ahead of mParticle by Rokt. On community (issue response, PR reviews and discussion health), mParticle by Rokt is ahead of DataCamp. On reach (how visible the ecosystem is beyond its own repos), DataCamp is ahead of mParticle by Rokt. On momentum (release cadence and how fast the ecosystem moves), mParticle by Rokt 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. mParticle by Rokt shows 317 stars across 85 public repos, 14 active in the last 90 days and 21 external contributors. The star gap on its own does not decide the comparison, but DataCamp's footprint is roughly 18.4x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

DataCamp is the stronger read for anyone weighting reach. mParticle by Rokt 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

MetricDataCampmParticle by Rokt
Ranking
Overall rank#372#338
Pillars
Overall4243
Code4459
Education6763
Community2638
Reach4128
Momentum627
Builder experience00
Signals
Stars5,838317
Forks3,688521
Public repos18085
Active repos (90d)314
External contributors021
Avg polish4862
Avg AI-readiness3050

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