Developer ecosystem comparison
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Ashby vs Loop Returns

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

Ashby and Loop Returns (Loop public repository) both appear on the Smoower Developer Ecosystem Index.

Ashby (rank #536) holds a narrow lead over Loop Returns (rank #625) on the overall Smoower ecosystem score (36 vs 33). The gap of 3 points reflects composite signals across code, docs, community and reach.

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

Ashby carries 1 GitHub stars across 3 public repos, with 1 repositories active in the last 90 days and 2 external contributors on record. Loop Returns shows 1 stars across 2 public repos, 0 active in the last 90 days and 0 external contributors.

Ashby is the stronger read for anyone weighting reach. Loop Returns 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

MetricAshbyLoop Returns
Ranking
Overall rank#536#625
Pillars
Overall3633
Code3632
Education6280
Community144
Reach3721
Momentum150
Builder experience00
Signals
Stars11
Forks11
Public repos32
Active repos (90d)10
External contributors20
Avg polish2328
Avg AI-readiness3738

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View Ashby developer profileView Loop Returns developer profile