Ahrefs vs Kantata OX

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

Ahrefs (rank #401) holds a narrow lead over Kantata OX (rank #569) on the overall Smoower ecosystem score (41 vs 35). 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), Kantata OX is slightly ahead of Ahrefs. On education (docs, guides and learning material for developers), Kantata OX is ahead of Ahrefs. On community (issue response, PR reviews and discussion health), Ahrefs is ahead of Kantata OX. On reach (how visible the ecosystem is beyond its own repos), Kantata OX is ahead of Ahrefs. On momentum (release cadence and how fast the ecosystem moves), Ahrefs is clearly ahead of Kantata OX.

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. Kantata OX shows 364 stars across 107 public repos, 6 active in the last 90 days and 5 external contributors. The star gap on its own does not decide the comparison, but Ahrefs's footprint is roughly 3.6x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Ahrefs is the stronger read for anyone weighting momentum. Kantata OX 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.