Developer ecosystem comparison
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Braze vs Metabase

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

Braze (Braze, Inc.) and Metabase both appear on the Smoower Developer Ecosystem Index.

Metabase (rank #165) holds a modest lead over Braze (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 Braze. On education (docs, guides and learning material for developers), Braze is slightly ahead of Metabase. On community (issue response, PR reviews and discussion health), Metabase is slightly ahead of Braze. On reach (how visible the ecosystem is beyond its own repos), Metabase is slightly ahead of Braze. On momentum (release cadence and how fast the ecosystem moves), Metabase is clearly ahead of Braze.

Braze carries 488 GitHub stars across 136 public repos, with 22 repositories active in the last 90 days and 10 external contributors on record. Metabase shows 50,225 stars across 100 public repos, 21 active in the last 90 days and 49 external contributors. The star gap on its own does not decide the comparison, but Metabase's footprint is roughly 102.9x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Braze is the stronger read for anyone weighting education. Metabase looks better where momentum 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

MetricBrazeMetabase
Ranking
Overall rank#401#165
Pillars
Overall4151
Code4349
Education8280
Community3239
Reach4041
Momentum3461
Builder experience00
Signals
Stars48850,225
Forks4007,167
Public repos136100
Active repos (90d)2221
External contributors1049
Avg polish5050
Avg AI-readiness3230

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