Developer ecosystem comparison
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Amplitude vs UserTesting

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

Amplitude and UserTesting (Real. Human. Insight.) both appear on the Smoower Developer Ecosystem Index.

Amplitude (rank #93) holds a meaningful lead over UserTesting (rank #692) on the overall Smoower ecosystem score (56 vs 31). The gap of 25 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 UserTesting. On education (docs, guides and learning material for developers), UserTesting is ahead of Amplitude. On community (issue response, PR reviews and discussion health), Amplitude is clearly ahead of UserTesting. On reach (how visible the ecosystem is beyond its own repos), UserTesting is ahead of Amplitude. On momentum (release cadence and how fast the ecosystem moves), Amplitude is clearly ahead of UserTesting.

Amplitude carries 3,154 GitHub stars across 151 public repos, with 39 repositories active in the last 90 days and 20 external contributors on record. UserTesting shows 15 stars across 119 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 210.3x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Amplitude is the stronger read for anyone weighting momentum. UserTesting 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

MetricAmplitudeUserTesting
Ranking
Overall rank#93#692
Pillars
Overall5631
Code7037
Education4260
Community4212
Reach2133
Momentum720
Builder experience00
Signals
Stars3,15415
Forks1,0605
Public repos151119
Active repos (90d)390
External contributors200
Avg polish7033
Avg AI-readiness4429

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