Developer ecosystem comparison
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Duolingo vs Palo Alto Networks

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

Duolingo 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 Duolingo (rank #338) on the overall Smoower ecosystem score (56 vs 43). The gap of 13 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 Duolingo. On education (docs, guides and learning material for developers), Palo Alto Networks is ahead of Duolingo. On community (issue response, PR reviews and discussion health), Palo Alto Networks is slightly ahead of Duolingo. On reach (how visible the ecosystem is beyond its own repos), Duolingo is slightly ahead of Palo Alto Networks. On momentum (release cadence and how fast the ecosystem moves), Palo Alto Networks is clearly ahead of Duolingo.

Duolingo carries 1,721 GitHub stars across 12 public repos, with 8 repositories active in the last 90 days and 11 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 3.7x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Duolingo is the stronger read for anyone weighting reach. 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

MetricDuolingoPalo Alto Networks
Ranking
Overall rank#338#93
Pillars
Overall4356
Code4473
Education4760
Community3745
Reach4945
Momentum3878
Builder experience00
Signals
Stars1,7216,403
Forks2673,885
Public repos12525
Active repos (90d)866
External contributors1113
Avg polish5186
Avg AI-readiness3036

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