Developer ecosystem comparison
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Snap Research vs Sourcegraph

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

Snap Research and Sourcegraph (Helping developers search, understand, and write code in complex codebases with AI) both appear on the Smoower Developer Ecosystem Index.

Sourcegraph (rank #152) holds a modest lead over Snap Research (rank #372) on the overall Smoower ecosystem score (52 vs 42). 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), Sourcegraph is ahead of Snap Research. On education (docs, guides and learning material for developers), Snap Research is ahead of Sourcegraph. On community (issue response, PR reviews and discussion health), Snap Research is ahead of Sourcegraph. On reach (how visible the ecosystem is beyond its own repos), Sourcegraph is clearly ahead of Snap Research. On momentum (release cadence and how fast the ecosystem moves), Sourcegraph is clearly ahead of Snap Research.

Snap Research carries 11,224 GitHub stars across 101 public repos, with 12 repositories active in the last 90 days and 6 external contributors on record. Sourcegraph shows 33,115 stars across 601 public repos, 68 active in the last 90 days and 17 external contributors.

Snap Research is the stronger read for anyone weighting community. Sourcegraph looks better where momentum 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

MetricSnap ResearchSourcegraph
Ranking
Overall rank#372#152
Pillars
Overall4252
Code3756
Education7969
Community6048
Reach042
Momentum2479
Builder experience00
Signals
Stars11,22433,115
Forks1,2084,312
Public repos101601
Active repos (90d)1268
External contributors617
Avg polish4859
Avg AI-readiness2433

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