Developer ecosystem comparison
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Kajabi vs Panther Labs

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

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

Panther Labs (rank #209) holds a modest lead over Kajabi (rank #662) on the overall Smoower ecosystem score (49 vs 32). The gap of 17 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 Kajabi. On education (docs, guides and learning material for developers), Panther Labs is clearly ahead of Kajabi. On community (issue response, PR reviews and discussion health), Panther Labs is clearly ahead of Kajabi. On reach (how visible the ecosystem is beyond its own repos), Panther Labs is clearly ahead of Kajabi. On momentum (release cadence and how fast the ecosystem moves), Kajabi is slightly ahead of Panther Labs.

Kajabi carries 99 GitHub stars across 103 public repos, with 8 repositories active in the last 90 days and 11 external contributors on record. Panther Labs shows 668 stars across 25 public repos, 11 active in the last 90 days and 18 external contributors. The star gap on its own does not decide the comparison, but Panther Labs's footprint is roughly 6.7x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Kajabi is the stronger read for anyone weighting momentum. Panther Labs 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

MetricKajabiPanther Labs
Ranking
Overall rank#662#209
Pillars
Overall3249
Code4767
Education5172
Community1839
Reach1149
Momentum4438
Builder experience00
Signals
Stars99668
Forks42291
Public repos10325
Active repos (90d)811
External contributors1118
Avg polish4575
Avg AI-readiness3644

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