Developer ecosystem comparison
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Mixpanel, Inc vs Zscaler, Inc.

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

Mixpanel, Inc (Powerful, self-serve product analytics to help you convert, engage, and retain more users.) and Zscaler, Inc. both appear on the Smoower Developer Ecosystem Index.

Mixpanel, Inc (rank #82) holds a modest lead over Zscaler, Inc. (rank #298) on the overall Smoower ecosystem score (57 vs 45). The gap of 12 points reflects composite signals across code, docs, community and reach.

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

Mixpanel, Inc carries 5,611 GitHub stars across 84 public repos, with 51 repositories active in the last 90 days and 21 external contributors on record. Zscaler, Inc. shows 337 stars across 58 public repos, 33 active in the last 90 days and 11 external contributors. The star gap on its own does not decide the comparison, but Mixpanel, Inc's footprint is roughly 16.6x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Mixpanel, Inc is the stronger read for anyone weighting momentum. Zscaler, Inc. looks better where reach 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

MetricMixpanel, IncZscaler, Inc.
Ranking
Overall rank#82#298
Pillars
Overall5745
Code5876
Education7065
Community4539
Reach1537
Momentum4840
Builder experience00
Signals
Stars5,611337
Forks2,660199
Public repos8458
Active repos (90d)5133
External contributors2111
Avg polish5486
Avg AI-readiness5861

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