Developer ecosystem comparison
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Airbase vs UserTesting

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

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

Airbase (rank #399) holds a modest lead over UserTesting (rank #691) 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), UserTesting is slightly ahead of Airbase. On education (docs, guides and learning material for developers), Airbase is ahead of UserTesting. On community (issue response, PR reviews and discussion health), Airbase is ahead of UserTesting. On reach (how visible the ecosystem is beyond its own repos), Airbase is ahead of UserTesting. On momentum (release cadence and how fast the ecosystem moves), Airbase is slightly ahead of UserTesting.

Airbase carries 7 GitHub stars across 76 public repos, with 4 repositories active in the last 90 days and 2 external contributors on record. UserTesting shows 15 stars across 119 public repos, 0 active in the last 90 days and 0 external contributors.

Airbase is the stronger read for anyone weighting reach. UserTesting looks better where code quality 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

MetricAirbaseUserTesting
Ranking
Overall rank#399#691
Pillars
Overall4131
Code3537
Education7260
Community2812
Reach5033
Momentum80
Builder experience00
Signals
Stars715
Forks75
Public repos76119
Active repos (90d)40
External contributors20
Avg polish3033
Avg AI-readiness3729

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