Ahrefs vs Panther Labs

Ahrefs (BTW we use OCaml) and Panther Labs (Panther's mission is to make security teams smarter and faster than attackers.) both appear on the Smoower Developer Ecosystem Index.

Panther Labs (rank #209) holds a narrow lead over Ahrefs (rank #401) on the overall Smoower ecosystem score (49 vs 41). The gap of 8 points reflects composite signals across code, docs, community and reach.

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

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. Panther Labs shows 668 stars across 25 public repos, 11 active in the last 90 days and 18 external contributors.

Ahrefs is the stronger read for anyone weighting momentum. Panther Labs 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.