mParticle by Rokt vs Qualtrics

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

mParticle by Rokt (rank #338) holds a modest lead over Qualtrics (rank #693) on the overall Smoower ecosystem score (43 vs 31). The gap of 12 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 Qualtrics. On education (docs, guides and learning material for developers), mParticle by Rokt is clearly ahead of Qualtrics. On community (issue response, PR reviews and discussion health), mParticle by Rokt is clearly ahead of Qualtrics. On reach (how visible the ecosystem is beyond its own repos), Qualtrics is clearly ahead of mParticle by Rokt. On momentum (release cadence and how fast the ecosystem moves), mParticle by Rokt is ahead of Qualtrics.

mParticle by Rokt carries 317 GitHub stars across 85 public repos, with 14 repositories active in the last 90 days and 21 external contributors on record. Qualtrics shows 20 stars across 20 public repos, 7 active in the last 90 days and 3 external contributors. The star gap on its own does not decide the comparison, but mParticle by Rokt's footprint is roughly 15.8x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

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