Developer ecosystem comparison
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deepset vs Snap Research

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

deepset (Building enterprise search systems powered by latest NLP & open-source.) and Snap Research both appear on the Smoower Developer Ecosystem Index.

deepset (rank #122) holds a modest lead over Snap Research (rank #372) on the overall Smoower ecosystem score (54 vs 42). The gap of 12 points reflects composite signals across code, docs, community and reach.

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

deepset carries 30,141 GitHub stars across 74 public repos, with 17 repositories active in the last 90 days and 171 external contributors on record. Snap Research shows 11,224 stars across 101 public repos, 12 active in the last 90 days and 6 external contributors.

deepset is the stronger read for anyone weighting reach. Snap Research looks better where community 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

MetricdeepsetSnap Research
Ranking
Overall rank#122#372
Pillars
Overall5442
Code5637
Education7479
Community5360
Reach490
Momentum3124
Builder experience00
Signals
Stars30,14111,224
Forks4,3011,208
Public repos74101
Active repos (90d)1712
External contributors1716
Avg polish6348
Avg AI-readiness3924

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