Developer ecosystem comparison
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Ahrefs vs Qualtrics

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

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

Ahrefs (rank #401) holds a modest lead over Qualtrics (rank #693) on the overall Smoower ecosystem score (41 vs 31). 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), Ahrefs is ahead of Qualtrics. On education (docs, guides and learning material for developers), Ahrefs is ahead of Qualtrics. On community (issue response, PR reviews and discussion health), Ahrefs is clearly ahead of Qualtrics. On reach (how visible the ecosystem is beyond its own repos), Qualtrics is clearly ahead of Ahrefs. On momentum (release cadence and how fast the ecosystem moves), Ahrefs is clearly ahead of Qualtrics.

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. Qualtrics shows 20 stars across 20 public repos, 7 active in the last 90 days and 3 external contributors. The star gap on its own does not decide the comparison, but Ahrefs's footprint is roughly 65.2x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Ahrefs is the stronger read for anyone weighting momentum. Qualtrics 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

MetricAhrefsQualtrics
Ranking
Overall rank#401#693
Pillars
Overall4131
Code4227
Education5740
Community3714
Reach2182
Momentum6518
Builder experience00
Signals
Stars1,30320
Forks26113
Public repos17120
Active repos (90d)287
External contributors73
Avg polish4028
Avg AI-readiness3519

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