Developer ecosystem comparison
vs

Amplitude vs Loop Returns

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

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

Amplitude (rank #93) holds a meaningful lead over Loop Returns (rank #625) on the overall Smoower ecosystem score (56 vs 33). The gap of 23 points reflects composite signals across code, docs, community and reach.

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

Amplitude carries 3,167 GitHub stars across 151 public repos, with 39 repositories active in the last 90 days and 23 external contributors on record. Loop Returns shows 1 stars across 2 public repos, 0 active in the last 90 days and 0 external contributors. The star gap on its own does not decide the comparison, but Amplitude's footprint is roughly 3167.0x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Amplitude is the stronger read for anyone weighting momentum. 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

MetricAmplitudeLoop Returns
Ranking
Overall rank#93#625
Pillars
Overall5633
Code7032
Education4280
Community424
Reach2121
Momentum720
Builder experience00
Signals
Stars3,1671
Forks1,0521
Public repos1512
Active repos (90d)390
External contributors230
Avg polish7028
Avg AI-readiness4438

Fork ecosystems

Loading fork ecosystem…
Loading fork ecosystem…
View Amplitude developer profileView Loop Returns developer profile