# Baseten vs NVIDIA Corporation — developer ecosystem comparison

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

Baseten (Machine learning infrastructure for developers) and NVIDIA Corporation both appear on the Smoower Developer Ecosystem Index.

NVIDIA Corporation (rank #54) holds a modest lead over Baseten (rank #330) on the overall Smoower ecosystem score (62 vs 46). The gap of 16 points reflects composite signals across code, docs, community and reach.

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

Baseten carries 1,857 GitHub stars across 118 public repos, with 39 repositories active in the last 90 days and 64 external contributors on record. NVIDIA Corporation shows 293,118 stars across 821 public repos, 91 active in the last 90 days and 547 external contributors. The star gap on its own does not decide the comparison, but NVIDIA Corporation's footprint is roughly 157.8x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Baseten is worth a look for teams already invested in its stack. NVIDIA Corporation looks better where education 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 | Baseten | NVIDIA Corporation |
| --- | --- | --- |
| Overall score | 46.0 | 62.0 |
| Overall rank | #330 | #54 |
| Category | ai | ai |
| Code & Polish | 43.0 | 68.0 |
| Education | 56.0 | 84.0 |
| Builder experience | 0.0 | 0.0 |
| Community | 49.0 | 56.0 |
| Reach | 38.0 | 60.0 |
| Momentum | 44.0 | 54.0 |

## Full reports

- Baseten: https://www.smoower.com/basetenlabs.md
- NVIDIA Corporation: https://www.smoower.com/nvidia.md

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