# Hugging Face vs Replicate — developer ecosystem comparison

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

Hugging Face (The AI community building the future.) and Replicate (Run AI with an API) both appear on the Smoower Developer Ecosystem Index.

Hugging Face (rank #3) holds a meaningful lead over Replicate (rank #242) on the overall Smoower ecosystem score (78 vs 49). The gap of 29 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 Replicate. On education (docs, guides and learning material for developers), Hugging Face is clearly ahead of Replicate. On community (issue response, PR reviews and discussion health), Hugging Face is clearly ahead of Replicate. On reach (how visible the ecosystem is beyond its own repos), Hugging Face is ahead of Replicate. On momentum (release cadence and how fast the ecosystem moves), Hugging Face is clearly ahead of Replicate.

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. Replicate shows 25,137 stars across 169 public repos, 4 active in the last 90 days and 13 external contributors. The star gap on its own does not decide the comparison, but Hugging Face's footprint is roughly 26.8x 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. Replicate 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.

## Scores

| Metric | Hugging Face | Replicate |
| --- | --- | --- |
| Overall score | 78.0 | 49.0 |
| Overall rank | #3 | #242 |
| Category | ai | ai |
| Code & Polish | 75.0 | 56.0 |
| Education | 81.0 | 57.0 |
| Builder experience | 0.0 | 0.0 |
| Community | 86.0 | 46.0 |
| Reach | 82.0 | 71.0 |
| Momentum | 82.0 | 20.0 |

## Full reports

- Hugging Face: https://www.smoower.com/huggingface.md
- Replicate: https://www.smoower.com/replicate.md

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