Developer ecosystem comparison
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Panther Labs vs Sage

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

Panther Labs (Panther's mission is to make security teams smarter and faster than attackers.) and Sage both appear on the Smoower Developer Ecosystem Index.

Panther Labs (rank #209) holds a modest lead over Sage (rank #625) on the overall Smoower ecosystem score (49 vs 33). The gap of 16 points reflects composite signals across code, docs, community and reach.

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

Panther Labs carries 668 GitHub stars across 25 public repos, with 11 repositories active in the last 90 days and 18 external contributors on record. Sage shows 2,180 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 3.3x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Panther Labs is the stronger read for anyone weighting reach. Sage 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

MetricPanther LabsSage
Ranking
Overall rank#209#625
Pillars
Overall4933
Code6756
Education7252
Community3934
Reach4923
Momentum3812
Builder experience00
Signals
Stars6682,180
Forks291430
Public repos25122
Active repos (90d)116
External contributors1822
Avg polish7552
Avg AI-readiness4438

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View Panther Labs developer profileView Sage developer profile