# Marqo vs NVIDIA Corporation — developer ecosystem comparison

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

Marqo (Tensor search for humans.) and NVIDIA Corporation both appear on the Smoower Developer Ecosystem Index.

NVIDIA Corporation (rank #50) holds a meaningful lead over Marqo (rank #578) on the overall Smoower ecosystem score (62 vs 36). The gap of 26 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 Marqo. On education (docs, guides and learning material for developers), NVIDIA Corporation is clearly ahead of Marqo. On community (issue response, PR reviews and discussion health), NVIDIA Corporation is clearly ahead of Marqo. On reach (how visible the ecosystem is beyond its own repos), NVIDIA Corporation is clearly ahead of Marqo. On momentum (release cadence and how fast the ecosystem moves), NVIDIA Corporation is clearly ahead of Marqo.

Marqo carries 5,423 GitHub stars across 29 public repos, with 15 repositories active in the last 90 days and 8 external contributors on record. NVIDIA Corporation shows 319,960 stars across 827 public repos, 86 active in the last 90 days and 550 external contributors. The star gap on its own does not decide the comparison, but NVIDIA Corporation's footprint is roughly 59.0x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Marqo 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 | Marqo | NVIDIA Corporation |
| --- | --- | --- |
| Overall score | 36.0 | 62.0 |
| Overall rank | #578 | #50 |
| Category | ai | ai |
| Code & Polish | 41.0 | 67.0 |
| Education | 46.0 | 84.0 |
| Builder experience | 0.0 | 0.0 |
| Community | 35.0 | 56.0 |
| Reach | 33.0 | 60.0 |
| Momentum | 30.0 | 54.0 |

## Full reports

- Marqo: https://www.smoower.com/marqo-ai.md
- NVIDIA Corporation: https://www.smoower.com/nvidia.md

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