Jamf vs mParticle by Rokt

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

mParticle by Rokt (rank #338) holds a narrow lead over Jamf (rank #430) on the overall Smoower ecosystem score (43 vs 40). The gap of 3 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 clearly ahead of Jamf. On education (docs, guides and learning material for developers), Jamf is slightly ahead of mParticle by Rokt. On community (issue response, PR reviews and discussion health), Jamf is slightly ahead of mParticle by Rokt. On reach (how visible the ecosystem is beyond its own repos), Jamf is ahead of mParticle by Rokt. On momentum (release cadence and how fast the ecosystem moves), Jamf is clearly ahead of mParticle by Rokt.

Jamf carries 7,946 GitHub stars across 114 public repos, with 20 repositories active in the last 90 days and 5 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 Jamf's footprint is roughly 25.1x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Jamf 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.