Developer ecosystem comparison
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Dialpad vs Metabase

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

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

Metabase (rank #165) holds a narrow lead over Dialpad (rank #317) on the overall Smoower ecosystem score (51 vs 44). The gap of 7 points reflects composite signals across code, docs, community and reach.

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

Dialpad carries 111 GitHub stars across 25 public repos, with 5 repositories active in the last 90 days and 19 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 452.5x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Dialpad is the stronger read for anyone weighting reach. 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

MetricDialpadMetabase
Ranking
Overall rank#317#165
Pillars
Overall4451
Code5349
Education7280
Community2039
Reach5741
Momentum1561
Builder experience00
Signals
Stars11150,225
Forks457,167
Public repos25100
Active repos (90d)521
External contributors1949
Avg polish5450
Avg AI-readiness3830

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