Developer ecosystem comparison
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AstraZeneca vs LanceDB

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

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

LanceDB (rank #93) holds a modest lead over AstraZeneca (rank #510) on the overall Smoower ecosystem score (56 vs 37). The gap of 19 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 LanceDB. On education (docs, guides and learning material for developers), LanceDB is slightly ahead of AstraZeneca. On community (issue response, PR reviews and discussion health), LanceDB is clearly ahead of AstraZeneca. On reach (how visible the ecosystem is beyond its own repos), LanceDB is ahead of AstraZeneca. On momentum (release cadence and how fast the ecosystem moves), LanceDB is clearly 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. LanceDB shows 12,402 stars across 52 public repos, 17 active in the last 90 days and 63 external contributors.

AstraZeneca is the stronger read for anyone weighting code quality. LanceDB 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

MetricAstraZenecaLanceDB
Ranking
Overall rank#510#93
Pillars
Overall3756
Code5752
Education7580
Community2550
Reach2235
Momentum3459
Builder experience00
Signals
Stars5,18012,402
Forks6051,289
Public repos10752
Active repos (90d)2217
External contributors263
Avg polish6550
Avg AI-readiness3440

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