Heap vs mParticle by Rokt

Heap (Product Insights) and mParticle by Rokt both appear on the Smoower Developer Ecosystem Index.

mParticle by Rokt (rank #338) holds a narrow lead over Heap (rank #569) on the overall Smoower ecosystem score (43 vs 35). The gap of 8 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 Heap. On education (docs, guides and learning material for developers), Heap is ahead of mParticle by Rokt. On community (issue response, PR reviews and discussion health), mParticle by Rokt is clearly ahead of Heap. On reach (how visible the ecosystem is beyond its own repos), Heap is slightly ahead of mParticle by Rokt. On momentum (release cadence and how fast the ecosystem moves), mParticle by Rokt is ahead of Heap.

Heap carries 215 GitHub stars across 65 public repos, with 6 repositories active in the last 90 days and 1 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.

Heap is the stronger read for anyone weighting education. 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.