# Hugging Face vs Unstructured — developer ecosystem comparison

> Side-by-side comparison of Hugging Face and Unstructured on public developer-ecosystem signals.

Hugging Face (The AI community building the future.) and Unstructured both appear on the Smoower Developer Ecosystem Index.

Hugging Face (rank #3) holds a modest lead over Unstructured (rank #104) on the overall Smoower ecosystem score (78 vs 58). The gap of 20 points reflects composite signals across code, docs, community and reach.

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

Hugging Face carries 672,945 GitHub stars across 467 public repos, with 83 repositories active in the last 90 days and 946 external contributors on record. Unstructured shows 17,296 stars across 46 public repos, 16 active in the last 90 days and 75 external contributors. The star gap on its own does not decide the comparison, but Hugging Face's footprint is roughly 38.9x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Hugging Face is the stronger read for anyone weighting momentum. 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 | Hugging Face | Unstructured |
| --- | --- | --- |
| Overall score | 78.0 | 58.0 |
| Overall rank | #3 | #104 |
| Category | ai | ai |
| Code & Polish | 75.0 | 59.0 |
| Education | 81.0 | 82.0 |
| Builder experience | 0.0 | 0.0 |
| Community | 86.0 | 49.0 |
| Reach | 82.0 | 85.0 |
| Momentum | 82.0 | 42.0 |

## Full reports

- Hugging Face: https://www.smoower.com/huggingface.md
- Unstructured: https://www.smoower.com/unstructured-io.md

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