mParticle by Rokt vs ShopwareLabs
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
mParticle by Rokt and ShopwareLabs both appear on the Smoower Developer Ecosystem Index.
mParticle by Rokt and ShopwareLabs sit at essentially the same overall ecosystem score (43), which is unusual and worth reading through the pillars below.
On code quality (the state of repositories, tests, releases and polish), mParticle by Rokt is ahead of ShopwareLabs. On education (docs, guides and learning material for developers), ShopwareLabs is ahead of mParticle by Rokt. On community (issue response, PR reviews and discussion health), mParticle by Rokt is ahead of ShopwareLabs. On reach (how visible the ecosystem is beyond its own repos), ShopwareLabs is ahead of mParticle by Rokt. On momentum (release cadence and how fast the ecosystem moves), mParticle by Rokt is slightly ahead of ShopwareLabs.
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. ShopwareLabs shows 144 stars across 28 public repos, 11 active in the last 90 days and 3 external contributors.
mParticle by Rokt is the stronger read for anyone weighting community. ShopwareLabs looks better where reach 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.
Side-by-side metrics
| Metric | mParticle by Rokt | ShopwareLabs |
|---|---|---|
| Ranking | ||
| Overall rank | #338 | #338 |
| Pillars | ||
| Overall | 43 | 43 |
| Code | 59 | 47 |
| Education | 63 | 73 |
| Community | 38 | 20 |
| Reach | 28 | 40 |
| Momentum | 27 | 21 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 317 | 144 |
| Forks | 521 | 44 |
| Public repos | 85 | 28 |
| Active repos (90d) | 14 | 11 |
| External contributors | 21 | 3 |
| Avg polish | 62 | 40 |
| Avg AI-readiness | 50 | 35 |