# Jina AI vs NVIDIA Corporation — developer ecosystem comparison

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

Jina AI (Your Search Foundation, Supercharged! (acquired by @elastic 2025/10)) and NVIDIA Corporation both appear on the Smoower Developer Ecosystem Index.

NVIDIA Corporation (rank #60) holds a modest lead over Jina AI (rank #273) on the overall Smoower ecosystem score (61 vs 47). The gap of 14 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 Jina AI. On education (docs, guides and learning material for developers), NVIDIA Corporation is clearly ahead of Jina AI. On community (issue response, PR reviews and discussion health), NVIDIA Corporation is ahead of Jina AI. On reach (how visible the ecosystem is beyond its own repos), NVIDIA Corporation is slightly ahead of Jina AI. On momentum (release cadence and how fast the ecosystem moves), NVIDIA Corporation is clearly ahead of Jina AI.

Jina AI carries 73,524 GitHub stars across 267 public repos, with 9 repositories active in the last 90 days and 9 external contributors on record. NVIDIA Corporation shows 319,890 stars across 829 public repos, 89 active in the last 90 days and 551 external contributors. The star gap on its own does not decide the comparison, but NVIDIA Corporation's footprint is roughly 4.4x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Jina AI is worth a look for teams already invested in its stack. NVIDIA Corporation looks better where momentum 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 | Jina AI | NVIDIA Corporation |
| --- | --- | --- |
| Overall score | 47.0 | 61.0 |
| Overall rank | #273 | #60 |
| Category | ai | ai |
| Code & Polish | 61.0 | 65.0 |
| Education | 57.0 | 84.0 |
| Builder experience | 0.0 | 0.0 |
| Community | 39.0 | 56.0 |
| Reach | 59.0 | 60.0 |
| Momentum | 18.0 | 54.0 |

## Full reports

- Jina AI: https://www.smoower.com/jina-ai.md
- NVIDIA Corporation: https://www.smoower.com/nvidia.md

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