Developer ecosystem comparison
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Ahrefs vs Ashby

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

Ahrefs (BTW we use OCaml) and Ashby both appear on the Smoower Developer Ecosystem Index.

Ahrefs (rank #401) holds a narrow lead over Ashby (rank #536) on the overall Smoower ecosystem score (41 vs 36). The gap of 5 points reflects composite signals across code, docs, community and reach.

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

Ahrefs carries 1,303 GitHub stars across 171 public repos, with 28 repositories active in the last 90 days and 7 external contributors on record. Ashby shows 1 stars across 3 public repos, 1 active in the last 90 days and 2 external contributors. The star gap on its own does not decide the comparison, but Ahrefs's footprint is roughly 1303.0x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Ahrefs is the stronger read for anyone weighting momentum. Ashby looks better where reach 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

MetricAhrefsAshby
Ranking
Overall rank#401#536
Pillars
Overall4136
Code4236
Education5762
Community3714
Reach2137
Momentum6515
Builder experience00
Signals
Stars1,3031
Forks2611
Public repos1713
Active repos (90d)281
External contributors72
Avg polish4023
Avg AI-readiness3537

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