Developer ecosystem comparison
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InVision vs Kandji

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

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

InVision (rank #430) holds a modest lead over Kandji (rank #728) on the overall Smoower ecosystem score (40 vs 30). The gap of 10 points reflects composite signals across code, docs, community and reach.

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

InVision carries 1,303 GitHub stars across 114 public repos, with 0 repositories active in the last 90 days and 0 external contributors on record. Kandji shows 387 stars across 7 public repos, 6 active in the last 90 days and 3 external contributors. The star gap on its own does not decide the comparison, but InVision's footprint is roughly 3.4x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

InVision is the stronger read for anyone weighting education. Kandji 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

MetricInVisionKandji
Ranking
Overall rank#430#728
Pillars
Overall4030
Code4644
Education8044
Community1426
Reach4030
Momentum048
Builder experience00
Signals
Stars1,303387
Forks19356
Public repos1147
Active repos (90d)06
External contributors03
Avg polish5246
Avg AI-readiness3429

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