Matomo Analytics vs Shopify

Matomo Analytics (Matomo is hiring 🚀 Matomo.org/jobs MISSION: « To create, as a community, the leading open analytics platform that gives every user full control of their data ») and Shopify both appear on the Smoower Developer Ecosystem Index.

Shopify (rank #14) holds a meaningful lead over Matomo Analytics (rank #338) on the overall Smoower ecosystem score (67 vs 43). The gap of 24 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), Shopify is clearly ahead of Matomo Analytics. On education (docs, guides and learning material for developers), Shopify is ahead of Matomo Analytics. On community (issue response, PR reviews and discussion health), Shopify is ahead of Matomo Analytics. On reach (how visible the ecosystem is beyond its own repos), Shopify is clearly ahead of Matomo Analytics. On momentum (release cadence and how fast the ecosystem moves), Matomo Analytics is clearly ahead of Shopify.

Matomo Analytics carries 30,600 GitHub stars across 90 public repos, with 46 repositories active in the last 90 days and 34 external contributors on record. Shopify shows 124,714 stars across 1,211 public repos, 75 active in the last 90 days and 87 external contributors. The star gap on its own does not decide the comparison, but Shopify's footprint is roughly 4.1x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Matomo Analytics is the stronger read for anyone weighting momentum. Shopify 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.