Developer ecosystem comparison
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Kandji vs Malwarebytes

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

Kandji and Malwarebytes (Cyberprotection for every one.) both appear on the Smoower Developer Ecosystem Index.

Malwarebytes (rank #536) holds a narrow lead over Kandji (rank #728) on the overall Smoower ecosystem score (36 vs 30). The gap of 6 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), Malwarebytes is ahead of Kandji. On education (docs, guides and learning material for developers), Malwarebytes is clearly ahead of Kandji. On community (issue response, PR reviews and discussion health), Kandji is slightly ahead of Malwarebytes. On reach (how visible the ecosystem is beyond its own repos), Malwarebytes is slightly ahead of Kandji. On momentum (release cadence and how fast the ecosystem moves), Malwarebytes is 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. Malwarebytes shows 38 stars across 20 public repos, 4 active in the last 90 days and 3 external contributors. The star gap on its own does not decide the comparison, but Kandji's footprint is roughly 10.2x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Kandji is the stronger read for anyone weighting community. Malwarebytes looks better where education 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

MetricKandjiMalwarebytes
Ranking
Overall rank#728#536
Pillars
Overall3036
Code4454
Education4473
Community2623
Reach3034
Momentum4866
Builder experience00
Signals
Stars38738
Forks566
Public repos720
Active repos (90d)64
External contributors33
Avg polish4653
Avg AI-readiness2928

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