mParticle by Rokt vs Smoower - Mindshare index and developer tools

mParticle by Rokt and Smoower - Mindshare index and developer tools (Making DevRel efforts compare and measurable) both appear on the Smoower Developer Ecosystem Index.

mParticle by Rokt (rank #338) holds a narrow lead over Smoower - Mindshare index and developer tools (rank #401) on the overall Smoower ecosystem score (43 vs 41). The gap of 2 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 Smoower - Mindshare index and developer tools. On education (docs, guides and learning material for developers), mParticle by Rokt is ahead of Smoower - Mindshare index and developer tools. On community (issue response, PR reviews and discussion health), mParticle by Rokt is ahead of Smoower - Mindshare index and developer tools. On reach (how visible the ecosystem is beyond its own repos), Smoower - Mindshare index and developer tools is ahead of mParticle by Rokt. On momentum (release cadence and how fast the ecosystem moves), Smoower - Mindshare index and developer tools is clearly ahead of mParticle by Rokt.

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. Smoower - Mindshare index and developer tools shows 1 stars across 4 public repos, 4 active in the last 90 days and 1 external contributors. The star gap on its own does not decide the comparison, but mParticle by Rokt's footprint is roughly 317.0x 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 community. Smoower - Mindshare index and developer tools looks better where momentum 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.