Developer ecosystem comparison
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Ashby vs Duolingo

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

Ashby and Duolingo both appear on the Smoower Developer Ecosystem Index.

Duolingo (rank #338) holds a narrow lead over Ashby (rank #536) on the overall Smoower ecosystem score (43 vs 36). The gap of 7 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), Duolingo is slightly ahead of Ashby. On education (docs, guides and learning material for developers), Ashby is ahead of Duolingo. On community (issue response, PR reviews and discussion health), Duolingo is clearly ahead of Ashby. On reach (how visible the ecosystem is beyond its own repos), Duolingo is ahead of Ashby. On momentum (release cadence and how fast the ecosystem moves), Duolingo 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. Duolingo shows 1,721 stars across 12 public repos, 8 active in the last 90 days and 11 external contributors. The star gap on its own does not decide the comparison, but Duolingo's footprint is roughly 1721.0x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Ashby is the stronger read for anyone weighting education. Duolingo looks better where community 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

MetricAshbyDuolingo
Ranking
Overall rank#536#338
Pillars
Overall3643
Code3644
Education6247
Community1437
Reach3749
Momentum1538
Builder experience00
Signals
Stars11,721
Forks1267
Public repos312
Active repos (90d)18
External contributors211
Avg polish2351
Avg AI-readiness3730

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