# NVIDIA Corporation vs Unstructured — developer ecosystem comparison

> Side-by-side comparison of NVIDIA Corporation and Unstructured on public developer-ecosystem signals.

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

NVIDIA Corporation (rank #60) holds a narrow lead over Unstructured (rank #142) on the overall Smoower ecosystem score (61 vs 53). The gap of 8 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 education (docs, guides and learning material for developers), NVIDIA Corporation is clearly 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), Unstructured is clearly ahead of NVIDIA Corporation. On momentum (release cadence and how fast the ecosystem moves), NVIDIA Corporation is clearly ahead of Unstructured.

NVIDIA Corporation carries 319,890 GitHub stars across 829 public repos, with 89 repositories active in the last 90 days and 551 external contributors on record. Unstructured shows 17,452 stars across 46 public repos, 15 active in the last 90 days and 83 external contributors. The star gap on its own does not decide the comparison, but NVIDIA Corporation's footprint is roughly 18.3x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

NVIDIA Corporation is the stronger read for anyone weighting education. Unstructured looks better where reach 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.

## Scores

| Metric | NVIDIA Corporation | Unstructured |
| --- | --- | --- |
| Overall score | 61.0 | 53.0 |
| Overall rank | #60 | #142 |
| Category | ai | ai |
| Code & Polish | 65.0 | 59.0 |
| Education | 84.0 | 58.0 |
| Builder experience | 0.0 | 0.0 |
| Community | 56.0 | 50.0 |
| Reach | 60.0 | 94.0 |
| Momentum | 54.0 | 30.0 |

## Full reports

- NVIDIA Corporation: https://www.smoower.com/nvidia.md
- Unstructured: https://www.smoower.com/unstructured-io.md

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