Developer ecosystem comparison
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Klaviyo vs Malwarebytes

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

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

Klaviyo (rank #237) holds a modest lead over Malwarebytes (rank #536) on the overall Smoower ecosystem score (48 vs 36). The gap of 12 points reflects composite signals across code, docs, community and reach.

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

Klaviyo carries 573 GitHub stars across 117 public repos, with 23 repositories active in the last 90 days and 17 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 Klaviyo's footprint is roughly 15.1x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Klaviyo is the stronger read for anyone weighting community. 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

MetricKlaviyoMalwarebytes
Ranking
Overall rank#237#536
Pillars
Overall4836
Code5454
Education5673
Community4923
Reach4134
Momentum3466
Builder experience00
Signals
Stars57338
Forks3396
Public repos11720
Active repos (90d)234
External contributors173
Avg polish5753
Avg AI-readiness4228

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