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
| Metric | Kandji | Malwarebytes |
|---|---|---|
| Ranking | ||
| Overall rank | #728 | #536 |
| Pillars | ||
| Overall | 30 | 36 |
| Code | 44 | 54 |
| Education | 44 | 73 |
| Community | 26 | 23 |
| Reach | 30 | 34 |
| Momentum | 48 | 66 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 387 | 38 |
| Forks | 56 | 6 |
| Public repos | 7 | 20 |
| Active repos (90d) | 6 | 4 |
| External contributors | 3 | 3 |
| Avg polish | 46 | 53 |
| Avg AI-readiness | 29 | 28 |