Developer ecosystem comparison
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Metabase vs Smoower - Mindshare index and developer tools

Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.

Metabase and Smoower - Mindshare index and developer tools (Making DevRel efforts compare and measurable) both appear on the Smoower Developer Ecosystem Index.

Metabase (rank #165) holds a modest lead over Smoower - Mindshare index and developer tools (rank #401) on the overall Smoower ecosystem score (51 vs 41). The gap of 10 points reflects composite signals across code, docs, community and reach.

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

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. Smoower - Mindshare index and developer tools shows 1 stars across 4 public repos, 4 active in the last 90 days and 1 external contributors. The star gap on its own does not decide the comparison, but Metabase's footprint is roughly 50225.0x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Metabase is the stronger read for anyone weighting education. Smoower - Mindshare index and developer tools 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

MetricMetabaseSmoower - Mindshare index and developer tools
Ranking
Overall rank#165#401
Pillars
Overall5141
Code4942
Education8046
Community3920
Reach4144
Momentum6148
Builder experience00
Signals
Stars50,2251
Forks7,1670
Public repos1004
Active repos (90d)214
External contributors491
Avg polish5051
Avg AI-readiness3028

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