Developer ecosystem comparison
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Giphy vs UserTesting

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

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

Giphy (rank #372) holds a modest lead over UserTesting (rank #692) on the overall Smoower ecosystem score (42 vs 31). The gap of 11 points reflects composite signals across code, docs, community and reach.

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

Giphy carries 3,295 GitHub stars across 45 public repos, with 6 repositories active in the last 90 days and 5 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 Giphy's footprint is roughly 219.7x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Giphy is the stronger read for anyone weighting community. 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

MetricGiphyUserTesting
Ranking
Overall rank#372#692
Pillars
Overall4231
Code5537
Education5660
Community3112
Reach3133
Momentum120
Builder experience00
Signals
Stars3,29515
Forks6035
Public repos45119
Active repos (90d)60
External contributors50
Avg polish5733
Avg AI-readiness3329

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