Developer ecosystem comparison
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NVIDIA Corporation vs Unstructured

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

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

NVIDIA Corporation (rank #189) holds a narrow lead over Unstructured (rank #209) on the overall Smoower ecosystem score (50 vs 49). The gap of 1 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), NVIDIA Corporation is slightly ahead of Unstructured. On community (issue response, PR reviews and discussion health), NVIDIA Corporation is slightly ahead of Unstructured. On reach (how visible the ecosystem is beyond its own repos), NVIDIA Corporation is slightly ahead of Unstructured. On momentum (release cadence and how fast the ecosystem moves), NVIDIA Corporation is clearly ahead of Unstructured.

NVIDIA Corporation carries 314,588 GitHub stars across 762 public repos, with 84 repositories active in the last 90 days and 342 external contributors on record. Unstructured shows 16,922 stars across 42 public repos, 10 active in the last 90 days and 48 external contributors. The star gap on its own does not decide the comparison, but NVIDIA Corporation's footprint is roughly 18.6x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

NVIDIA Corporation is the stronger read for anyone weighting momentum. Unstructured makes more sense for teams already using its adjacent tools. 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

MetricNVIDIA CorporationUnstructured
Ranking
Overall rank#189#209
Pillars
Overall5049
Code6059
Education7979
Community5548
Reach3837
Momentum5419
Builder experience00
Signals
Stars314,58816,922
Forks49,8231,756
Public repos76242
Active repos (90d)8410
External contributors34248
Avg polish6762
Avg AI-readiness4344

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