Developer ecosystem comparison
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AstraZeneca vs Snap Research

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

AstraZeneca (Data and AI: Unlocking new science insights) and Snap Research both appear on the Smoower Developer Ecosystem Index.

Snap Research (rank #372) holds a narrow lead over AstraZeneca (rank #510) on the overall Smoower ecosystem score (42 vs 37). The gap of 5 points reflects composite signals across code, docs, community and reach.

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

AstraZeneca carries 5,180 GitHub stars across 107 public repos, with 22 repositories active in the last 90 days and 2 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.

AstraZeneca 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

MetricAstraZenecaSnap Research
Ranking
Overall rank#510#372
Pillars
Overall3742
Code5737
Education7579
Community2560
Reach220
Momentum3424
Builder experience00
Signals
Stars5,18011,224
Forks6051,208
Public repos107101
Active repos (90d)2212
External contributors26
Avg polish6548
Avg AI-readiness3424

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