Developer ecosystem comparison
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AstraZeneca vs sgl-project

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

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

sgl-project (rank #278) holds a modest lead over AstraZeneca (rank #510) on the overall Smoower ecosystem score (46 vs 37). The gap of 9 points reflects composite signals across code, docs, community and reach.

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

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. sgl-project shows 38,333 stars across 26 public repos, 20 active in the last 90 days and 349 external contributors. The star gap on its own does not decide the comparison, but sgl-project's footprint is roughly 7.4x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

AstraZeneca is the stronger read for anyone weighting reach. sgl-project 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

MetricAstraZenecasgl-project
Ranking
Overall rank#510#278
Pillars
Overall3746
Code5755
Education7574
Community2580
Reach228
Momentum3440
Builder experience00
Signals
Stars5,18038,333
Forks6058,904
Public repos10726
Active repos (90d)2220
External contributors2349
Avg polish6555
Avg AI-readiness3447

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