Developer ecosystem comparison
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Kandji vs Swimlane

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

Kandji and Swimlane (Swimlane is a Security Automation and Orchestration platform) both appear on the Smoower Developer Ecosystem Index.

Swimlane (rank #141) holds a meaningful lead over Kandji (rank #728) on the overall Smoower ecosystem score (53 vs 30). The gap of 23 points reflects composite signals across code, docs, community and reach.

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

Kandji carries 387 GitHub stars across 7 public repos, with 6 repositories active in the last 90 days and 3 external contributors on record. Swimlane shows 14,614 stars across 128 public repos, 10 active in the last 90 days and 11 external contributors. The star gap on its own does not decide the comparison, but Swimlane's footprint is roughly 37.8x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Kandji is the stronger read for anyone weighting momentum. Swimlane looks better where code quality 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

MetricKandjiSwimlane
Ranking
Overall rank#728#141
Pillars
Overall3053
Code4466
Education4462
Community2640
Reach3025
Momentum4831
Builder experience00
Signals
Stars38714,614
Forks564,219
Public repos7128
Active repos (90d)610
External contributors311
Avg polish4665
Avg AI-readiness2944

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