Metabase vs Shopify

Metabase and Shopify both appear on the Smoower Developer Ecosystem Index.

Shopify (rank #14) holds a modest lead over Metabase (rank #165) on the overall Smoower ecosystem score (67 vs 51). The gap of 16 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 Metabase. On education (docs, guides and learning material for developers), Shopify is slightly ahead of Metabase. On community (issue response, PR reviews and discussion health), Shopify is clearly ahead of Metabase. On reach (how visible the ecosystem is beyond its own repos), Shopify is slightly ahead of Metabase. On momentum (release cadence and how fast the ecosystem moves), Metabase is ahead of Shopify.

Metabase carries 50,225 GitHub stars across 100 public repos, with 21 repositories active in the last 90 days and 49 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.

Metabase 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.