Developer ecosystem comparison
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Codecademy vs LinkedIn

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

Codecademy (The easiest way to learn to code.) and LinkedIn both appear on the Smoower Developer Ecosystem Index.

LinkedIn (rank #338) holds a narrow lead over Codecademy (rank #510) on the overall Smoower ecosystem score (43 vs 37). The gap of 6 points reflects composite signals across code, docs, community and reach.

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

Codecademy carries 5,241 GitHub stars across 86 public repos, with 1 repositories active in the last 90 days and 5 external contributors on record. LinkedIn shows 77,785 stars across 137 public repos, 28 active in the last 90 days and 52 external contributors. The star gap on its own does not decide the comparison, but LinkedIn's footprint is roughly 14.8x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Codecademy is worth a look for teams already invested in its stack. LinkedIn 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

MetricCodecademyLinkedIn
Ranking
Overall rank#510#338
Pillars
Overall3743
Code4163
Education4254
Community3549
Reach4361
Momentum1437
Builder experience00
Signals
Stars5,24177,785
Forks23,17112,231
Public repos86137
Active repos (90d)128
External contributors552
Avg polish4664
Avg AI-readiness2443

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