Cybersource vs mParticle by Rokt

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

mParticle by Rokt (rank #338) holds a narrow lead over Cybersource (rank #536) on the overall Smoower ecosystem score (43 vs 36). 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), mParticle by Rokt is ahead of Cybersource. On education (docs, guides and learning material for developers), Cybersource is slightly ahead of mParticle by Rokt. On community (issue response, PR reviews and discussion health), mParticle by Rokt is slightly ahead of Cybersource. On reach (how visible the ecosystem is beyond its own repos), Cybersource is slightly ahead of mParticle by Rokt. On momentum (release cadence and how fast the ecosystem moves), Cybersource is ahead of mParticle by Rokt.

Cybersource carries 587 GitHub stars across 40 public repos, with 28 repositories active in the last 90 days and 7 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.

Cybersource is the stronger read for anyone weighting momentum. mParticle by Rokt looks better where code quality 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.