Developer ecosystem comparison
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Ahrefs vs tray.ai

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

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

Ahrefs (rank #401) holds a modest lead over tray.ai (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), tray.ai is slightly ahead of Ahrefs. On education (docs, guides and learning material for developers), tray.ai is slightly ahead of Ahrefs. On community (issue response, PR reviews and discussion health), Ahrefs is ahead of tray.ai. On reach (how visible the ecosystem is beyond its own repos), Ahrefs is ahead of tray.ai. On momentum (release cadence and how fast the ecosystem moves), Ahrefs is clearly ahead of tray.ai.

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. tray.ai shows 300 stars across 49 public repos, 2 active in the last 90 days and 1 external contributors. The star gap on its own does not decide the comparison, but Ahrefs'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. tray.ai looks better where education 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

MetricAhrefstray.ai
Ranking
Overall rank#401#693
Pillars
Overall4131
Code4243
Education5761
Community3718
Reach214
Momentum6517
Builder experience00
Signals
Stars1,303300
Forks261109
Public repos17149
Active repos (90d)282
External contributors71
Avg polish4042
Avg AI-readiness3533

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