Developer ecosystem comparison
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Ashby vs Palo Alto Networks

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

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

Ashby carries 1 GitHub stars across 3 public repos, with 1 repositories active in the last 90 days and 2 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 6403.0x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Ashby is the stronger read for anyone weighting education. Palo Alto Networks 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

MetricAshbyPalo Alto Networks
Ranking
Overall rank#536#93
Pillars
Overall3656
Code3673
Education6260
Community1445
Reach3745
Momentum1578
Builder experience00
Signals
Stars16,403
Forks13,885
Public repos3525
Active repos (90d)166
External contributors213
Avg polish2386
Avg AI-readiness3736

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