Developer ecosystem comparison
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Duolingo vs Helpshift

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

Duolingo and Helpshift (Customer Support for Native Mobile Apps) both appear on the Smoower Developer Ecosystem Index.

Duolingo (rank #338) holds a modest lead over Helpshift (rank #625) on the overall Smoower ecosystem score (43 vs 33). The gap of 10 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 Helpshift. On education (docs, guides and learning material for developers), Helpshift is slightly ahead of Duolingo. On community (issue response, PR reviews and discussion health), Duolingo is ahead of Helpshift. On reach (how visible the ecosystem is beyond its own repos), Duolingo is clearly ahead of Helpshift. On momentum (release cadence and how fast the ecosystem moves), Duolingo is slightly ahead of Helpshift.

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. Helpshift shows 570 stars across 66 public repos, 2 active in the last 90 days and 1 external contributors. The star gap on its own does not decide the comparison, but Duolingo's footprint is roughly 3.0x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Duolingo is the stronger read for anyone weighting reach. Helpshift looks better where education 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

MetricDuolingoHelpshift
Ranking
Overall rank#338#625
Pillars
Overall4333
Code4442
Education4754
Community3723
Reach4911
Momentum3832
Builder experience00
Signals
Stars1,721570
Forks267235
Public repos1266
Active repos (90d)82
External contributors111
Avg polish5138
Avg AI-readiness3030

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