Developer ecosystem comparison
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Malwarebytes vs Palo Alto Networks

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

Malwarebytes (Cyberprotection for every one.) 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 modest lead over Malwarebytes (rank #536) on the overall Smoower ecosystem score (56 vs 36). The gap of 20 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 ahead of Malwarebytes. On education (docs, guides and learning material for developers), Malwarebytes is ahead of Palo Alto Networks. On community (issue response, PR reviews and discussion health), Palo Alto Networks is clearly ahead of Malwarebytes. On reach (how visible the ecosystem is beyond its own repos), Palo Alto Networks is ahead of Malwarebytes. On momentum (release cadence and how fast the ecosystem moves), Palo Alto Networks is ahead of Malwarebytes.

Malwarebytes carries 38 GitHub stars across 20 public repos, with 4 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 168.5x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Malwarebytes is the stronger read for anyone weighting education. Palo Alto Networks looks better where community 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

MetricMalwarebytesPalo Alto Networks
Ranking
Overall rank#536#93
Pillars
Overall3656
Code5473
Education7360
Community2345
Reach3445
Momentum6678
Builder experience00
Signals
Stars386,403
Forks63,885
Public repos20525
Active repos (90d)466
External contributors313
Avg polish5386
Avg AI-readiness2836

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