Malwarebytes vs mParticle by Rokt

Malwarebytes (Cyberprotection for every one.) and mParticle by Rokt both appear on the Smoower Developer Ecosystem Index.

mParticle by Rokt (rank #338) holds a narrow lead over Malwarebytes (rank #536) on the overall Smoower ecosystem score (43 vs 36). The gap of 7 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 slightly ahead of Malwarebytes. On education (docs, guides and learning material for developers), Malwarebytes is ahead of mParticle by Rokt. On community (issue response, PR reviews and discussion health), mParticle by Rokt is ahead of Malwarebytes. On reach (how visible the ecosystem is beyond its own repos), Malwarebytes is slightly ahead of mParticle by Rokt. On momentum (release cadence and how fast the ecosystem moves), Malwarebytes is clearly ahead of mParticle by Rokt.

Malwarebytes carries 38 GitHub stars across 20 public repos, with 4 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. The star gap on its own does not decide the comparison, but mParticle by Rokt's footprint is roughly 8.3x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Malwarebytes is the stronger read for anyone weighting momentum. mParticle by Rokt looks better where community 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.