Developer ecosystem comparison
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Sumo Logic, Inc. vs UserTesting

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

Sumo Logic, Inc. and UserTesting (Real. Human. Insight.) both appear on the Smoower Developer Ecosystem Index.

Sumo Logic, Inc. (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), Sumo Logic, Inc. is ahead of UserTesting. On education (docs, guides and learning material for developers), UserTesting is ahead of Sumo Logic, Inc.. On community (issue response, PR reviews and discussion health), Sumo Logic, Inc. is clearly ahead of UserTesting. On reach (how visible the ecosystem is beyond its own repos), UserTesting is ahead of Sumo Logic, Inc.. On momentum (release cadence and how fast the ecosystem moves), Sumo Logic, Inc. is clearly ahead of UserTesting.

Sumo Logic, Inc. carries 1,842 GitHub stars across 107 public repos, with 27 repositories active in the last 90 days and 14 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 Sumo Logic, Inc.'s footprint is roughly 122.8x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Sumo Logic, Inc. 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

MetricSumo Logic, Inc.UserTesting
Ranking
Overall rank#399#691
Pillars
Overall4131
Code5037
Education4760
Community4212
Reach2333
Momentum370
Builder experience00
Signals
Stars1,84215
Forks1,6555
Public repos107119
Active repos (90d)270
External contributors140
Avg polish5733
Avg AI-readiness3929

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