Developer ecosystem comparison
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Metabase vs Sophos

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

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

Metabase (rank #165) holds a modest lead over Sophos (rank #510) on the overall Smoower ecosystem score (51 vs 37). The gap of 14 points reflects composite signals across code, docs, community and reach.

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

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. Sophos shows 1,438 stars across 84 public repos, 7 active in the last 90 days and 2 external contributors. The star gap on its own does not decide the comparison, but Metabase's footprint is roughly 34.9x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Metabase is the stronger read for anyone weighting reach. Sophos makes more sense for teams already using its adjacent tools. 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

MetricMetabaseSophos
Ranking
Overall rank#165#510
Pillars
Overall5137
Code4933
Education8068
Community3933
Reach4111
Momentum6142
Builder experience00
Signals
Stars50,2251,438
Forks7,167432
Public repos10084
Active repos (90d)217
External contributors492
Avg polish5041
Avg AI-readiness3022

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