# LanceDB vs NVIDIA Corporation — developer ecosystem comparison

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

LanceDB and NVIDIA Corporation both appear on the Smoower Developer Ecosystem Index.

NVIDIA Corporation (rank #53) holds a narrow lead over LanceDB (rank #96) on the overall Smoower ecosystem score (62 vs 58). The gap of 4 points reflects composite signals across code, docs, community and reach.

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

LanceDB carries 13,331 GitHub stars across 55 public repos, with 14 repositories active in the last 90 days and 88 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 22.0x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

LanceDB is the stronger read for anyone weighting momentum. NVIDIA Corporation looks better where code quality 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 | LanceDB | NVIDIA Corporation |
| --- | --- | --- |
| Overall score | 58.0 | 62.0 |
| Overall rank | #96 | #53 |
| Category | ai | ai |
| Code & Polish | 52.0 | 68.0 |
| Education | 78.0 | 84.0 |
| Builder experience | 0.0 | 0.0 |
| Community | 49.0 | 56.0 |
| Reach | 53.0 | 60.0 |
| Momentum | 56.0 | 54.0 |

## Full reports

- LanceDB: https://www.smoower.com/lancedb.md
- NVIDIA Corporation: https://www.smoower.com/nvidia.md

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