NVIDIA Corporation vs TopK
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
NVIDIA Corporation and TopK (Pushing state of the art, one flamegraph at a time.) both appear on the Smoower Developer Ecosystem Index.
NVIDIA Corporation (rank #190) holds a modest lead over TopK (rank #536) on the overall Smoower ecosystem score (50 vs 36). 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 ahead of TopK. On education (docs, guides and learning material for developers), NVIDIA Corporation is ahead of TopK. On community (issue response, PR reviews and discussion health), NVIDIA Corporation is clearly ahead of TopK. On reach (how visible the ecosystem is beyond its own repos), NVIDIA Corporation is slightly ahead of TopK. On momentum (release cadence and how fast the ecosystem moves), NVIDIA Corporation is clearly ahead of TopK.
NVIDIA Corporation carries 314,588 GitHub stars across 762 public repos, with 84 repositories active in the last 90 days and 342 external contributors on record. TopK shows 87 stars across 12 public repos, 8 active in the last 90 days and 6 external contributors. The star gap on its own does not decide the comparison, but NVIDIA Corporation's footprint is roughly 3616.0x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
NVIDIA Corporation is the stronger read for anyone weighting community. TopK 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.
Side-by-side metrics
| Metric | NVIDIA Corporation | TopK |
|---|---|---|
| Ranking | ||
| Overall rank | #190 | #536 |
| Pillars | ||
| Overall | 50 | 36 |
| Code | 60 | 40 |
| Education | 79 | 59 |
| Community | 55 | 19 |
| Reach | 38 | 31 |
| Momentum | 54 | 31 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 314,588 | 87 |
| Forks | 49,823 | 3 |
| Public repos | 762 | 12 |
| Active repos (90d) | 84 | 8 |
| External contributors | 342 | 6 |
| Avg polish | 67 | 34 |
| Avg AI-readiness | 43 | 43 |