Developer ecosystem comparison
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ForestAdmin vs Malwarebytes

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

ForestAdmin (Forest Admin provides an off-the-shelf admin panel based on a highly-extensible API plugged into your application.) and Malwarebytes (Cyberprotection for every one.) both appear on the Smoower Developer Ecosystem Index.

ForestAdmin (rank #165) holds a modest lead over Malwarebytes (rank #536) on the overall Smoower ecosystem score (51 vs 36). The gap of 15 points reflects composite signals across code, docs, community and reach.

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

ForestAdmin carries 3,415 GitHub stars across 87 public repos, with 14 repositories active in the last 90 days and 9 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 ForestAdmin's footprint is roughly 89.9x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

ForestAdmin is the stronger read for anyone weighting code quality. Malwarebytes 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

MetricForestAdminMalwarebytes
Ranking
Overall rank#165#536
Pillars
Overall5136
Code6654
Education7473
Community2823
Reach3534
Momentum2766
Builder experience00
Signals
Stars3,41538
Forks3606
Public repos8720
Active repos (90d)144
External contributors93
Avg polish6453
Avg AI-readiness3328

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