Ahrefs vs Mixpanel, Inc

Ahrefs (BTW we use OCaml) and Mixpanel, Inc (Powerful, self-serve product analytics to help you convert, engage, and retain more users.) both appear on the Smoower Developer Ecosystem Index.

Mixpanel, Inc (rank #82) holds a modest lead over Ahrefs (rank #401) on the overall Smoower ecosystem score (57 vs 41). The gap of 16 points reflects composite signals across code, docs, community and reach.

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

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. Mixpanel, Inc shows 5,611 stars across 84 public repos, 51 active in the last 90 days and 21 external contributors. The star gap on its own does not decide the comparison, but Mixpanel, Inc's footprint is roughly 4.3x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Ahrefs is the stronger read for anyone weighting momentum. Mixpanel, Inc looks better where code quality 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.