Mirakl vs mParticle by Rokt

Mirakl (The Marketplace Company) and mParticle by Rokt both appear on the Smoower Developer Ecosystem Index.

mParticle by Rokt (rank #338) holds a narrow lead over Mirakl (rank #510) on the overall Smoower ecosystem score (43 vs 37). The gap of 6 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 Mirakl. On education (docs, guides and learning material for developers), mParticle by Rokt is ahead of Mirakl. On community (issue response, PR reviews and discussion health), mParticle by Rokt is slightly ahead of Mirakl. On reach (how visible the ecosystem is beyond its own repos), mParticle by Rokt is slightly ahead of Mirakl. On momentum (release cadence and how fast the ecosystem moves), Mirakl is clearly ahead of mParticle by Rokt.

Mirakl carries 110 GitHub stars across 22 public repos, with 8 repositories active in the last 90 days and 3 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.

Mirakl is the stronger read for anyone weighting momentum. mParticle by Rokt 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.