mParticle by Rokt vs Remote

mParticle by Rokt and Remote (Remote helps with international payroll, benefits, taxes, stock options, and compliance for businesses big and small!) both appear on the Smoower Developer Ecosystem Index.

Remote (rank #278) holds a narrow lead over mParticle by Rokt (rank #338) on the overall Smoower ecosystem score (46 vs 43). The gap of 3 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 Remote. On education (docs, guides and learning material for developers), Remote is ahead of mParticle by Rokt. On community (issue response, PR reviews and discussion health), mParticle by Rokt is slightly ahead of Remote. On reach (how visible the ecosystem is beyond its own repos), mParticle by Rokt is slightly ahead of Remote. On momentum (release cadence and how fast the ecosystem moves), Remote is 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. Remote shows 811 stars across 51 public repos, 17 active in the last 90 days and 21 external contributors.

mParticle by Rokt is the stronger read for anyone weighting code quality. Remote 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.