Developer ecosystem comparison
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Persona vs Sage

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

Persona (Configurable identity infrastructure for KYC, AML, KYB, fraud detection, onboarding, and more) and Sage both appear on the Smoower Developer Ecosystem Index.

Sage (rank #625) holds a narrow lead over Persona (rank #696) on the overall Smoower ecosystem score (33 vs 31). The gap of 2 points reflects composite signals across code, docs, community and reach.

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

Persona carries 101 GitHub stars across 94 public repos, with 29 repositories active in the last 90 days and 5 external contributors on record. Sage shows 2,183 stars across 122 public repos, 6 active in the last 90 days and 22 external contributors. The star gap on its own does not decide the comparison, but Sage's footprint is roughly 21.6x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Persona is the stronger read for anyone weighting momentum. Sage 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

MetricPersonaSage
Ranking
Overall rank#696#625
Pillars
Overall3133
Code3656
Education7952
Community2734
Reach023
Momentum5012
Builder experience00
Signals
Stars1012,183
Forks45429
Public repos94122
Active repos (90d)296
External contributors522
Avg polish4452
Avg AI-readiness2138

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