Developer ecosystem comparison
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Anthropic vs NVIDIA Corporation

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

Anthropic and NVIDIA Corporation both appear on the Smoower Developer Ecosystem Index.

Anthropic (rank #30) holds a modest lead over NVIDIA Corporation (rank #189) on the overall Smoower ecosystem score (63 vs 50). The gap of 13 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), NVIDIA Corporation is ahead of Anthropic. On education (docs, guides and learning material for developers), Anthropic is slightly ahead of NVIDIA Corporation. On community (issue response, PR reviews and discussion health), Anthropic is ahead of NVIDIA Corporation. On momentum (release cadence and how fast the ecosystem moves), NVIDIA Corporation is slightly ahead of Anthropic.

Anthropic carries 584,015 GitHub stars across 92 public repos, with 46 repositories active in the last 90 days and 911 external contributors on record. NVIDIA Corporation shows 314,588 stars across 762 public repos, 84 active in the last 90 days and 342 external contributors.

Anthropic is the stronger read for anyone weighting community. NVIDIA Corporation looks better where code quality 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

MetricAnthropicNVIDIA Corporation
Ranking
Overall rank#30#189
Pillars
Overall6350
Code4460
Education8279
Community6555
Reach3838
Momentum4654
Builder experience00
Signals
Stars584,015314,588
Forks80,20949,823
Public repos92762
Active repos (90d)4684
External contributors911342
Avg polish4867
Avg AI-readiness4043

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