Developer ecosystem comparison
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Johnson & Johnson vs vLLM

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

Johnson & Johnson and vLLM both appear on the Smoower Developer Ecosystem Index.

vLLM (rank #47) holds a meaningful lead over Johnson & Johnson (rank #602) on the overall Smoower ecosystem score (61 vs 34). The gap of 27 points reflects composite signals across code, docs, community and reach.

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

Johnson & Johnson carries 168 GitHub stars across 48 public repos, with 8 repositories active in the last 90 days and 1 external contributors on record. vLLM shows 115,730 stars across 43 public repos, 35 active in the last 90 days and 881 external contributors. The star gap on its own does not decide the comparison, but vLLM's footprint is roughly 688.9x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Johnson & Johnson is the stronger read for anyone weighting reach. vLLM 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

MetricJohnson & JohnsonvLLM
Ranking
Overall rank#602#47
Pillars
Overall3461
Code4981
Education5471
Community2576
Reach4023
Momentum2042
Builder experience00
Signals
Stars168115,730
Forks6226,361
Public repos4843
Active repos (90d)835
External contributors1881
Avg polish5181
Avg AI-readiness4061

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