Developer ecosystem comparison
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Kandji vs LinkedIn

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

Kandji and LinkedIn both appear on the Smoower Developer Ecosystem Index.

LinkedIn (rank #338) holds a modest lead over Kandji (rank #728) on the overall Smoower ecosystem score (43 vs 30). The gap of 13 points reflects composite signals across code, docs, community and reach.

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

Kandji carries 387 GitHub stars across 7 public repos, with 6 repositories active in the last 90 days and 3 external contributors on record. LinkedIn shows 77,785 stars across 137 public repos, 28 active in the last 90 days and 52 external contributors. The star gap on its own does not decide the comparison, but LinkedIn's footprint is roughly 201.0x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Kandji is the stronger read for anyone weighting momentum. LinkedIn 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

MetricKandjiLinkedIn
Ranking
Overall rank#728#338
Pillars
Overall3043
Code4463
Education4454
Community2649
Reach3061
Momentum4837
Builder experience00
Signals
Stars38777,785
Forks5612,231
Public repos7137
Active repos (90d)628
External contributors352
Avg polish4664
Avg AI-readiness2943

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