Expel, Inc. vs mParticle by Rokt

Expel, Inc. and mParticle by Rokt both appear on the Smoower Developer Ecosystem Index.

mParticle by Rokt (rank #338) holds a narrow lead over Expel, Inc. (rank #430) on the overall Smoower ecosystem score (43 vs 40). 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 ahead of Expel, Inc.. On education (docs, guides and learning material for developers), mParticle by Rokt is slightly ahead of Expel, Inc.. On community (issue response, PR reviews and discussion health), mParticle by Rokt is ahead of Expel, Inc.. On reach (how visible the ecosystem is beyond its own repos), mParticle by Rokt is slightly ahead of Expel, Inc.. On momentum (release cadence and how fast the ecosystem moves), Expel, Inc. is ahead of mParticle by Rokt.

Expel, Inc. carries 73 GitHub stars across 28 public repos, with 3 repositories active in the last 90 days and 2 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 4.3x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Expel, Inc. is the stronger read for anyone weighting momentum. 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.