Developer ecosystem comparison
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Sophos vs UserTesting

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

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

Sophos (rank #510) holds a narrow lead over UserTesting (rank #692) on the overall Smoower ecosystem score (37 vs 31). The gap of 6 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 Sophos. On education (docs, guides and learning material for developers), Sophos is slightly ahead of UserTesting. On community (issue response, PR reviews and discussion health), Sophos is clearly ahead of UserTesting. On reach (how visible the ecosystem is beyond its own repos), UserTesting is clearly ahead of Sophos. On momentum (release cadence and how fast the ecosystem moves), Sophos is clearly ahead of UserTesting.

Sophos carries 1,438 GitHub stars across 84 public repos, with 7 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. The star gap on its own does not decide the comparison, but Sophos's footprint is roughly 95.9x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Sophos is the stronger read for anyone weighting momentum. UserTesting looks better where reach 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

MetricSophosUserTesting
Ranking
Overall rank#510#692
Pillars
Overall3731
Code3337
Education6860
Community3312
Reach1133
Momentum420
Builder experience00
Signals
Stars1,43815
Forks4325
Public repos84119
Active repos (90d)70
External contributors20
Avg polish4133
Avg AI-readiness2229

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