Developer ecosystem comparison
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Kandji vs Palo Alto Networks

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

Kandji and Palo Alto Networks (We ensure each day is safer and more secure than the one before.) both appear on the Smoower Developer Ecosystem Index.

Palo Alto Networks (rank #93) holds a meaningful lead over Kandji (rank #728) on the overall Smoower ecosystem score (56 vs 30). The gap of 26 points reflects composite signals across code, docs, community and reach.

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

Kandji carries 387 GitHub stars across 7 public repos, with 6 repositories active in the last 90 days and 3 external contributors on record. Palo Alto Networks shows 6,403 stars across 525 public repos, 66 active in the last 90 days and 13 external contributors. The star gap on its own does not decide the comparison, but Palo Alto Networks's footprint is roughly 16.5x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Kandji is worth a look for teams already invested in its stack. Palo Alto Networks 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

MetricKandjiPalo Alto Networks
Ranking
Overall rank#728#93
Pillars
Overall3056
Code4473
Education4460
Community2645
Reach3045
Momentum4878
Builder experience00
Signals
Stars3876,403
Forks563,885
Public repos7525
Active repos (90d)666
External contributors313
Avg polish4686
Avg AI-readiness2936

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