Pushing state of the art, one flamegraph at a time.
TopK vs Vercel Labs
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
TopK (Pushing state of the art, one flamegraph at a time.) and Vercel Labs (Develop. Preview. Ship. Creators of Next.js.) both appear on the Smoower Developer Ecosystem Index.
Vercel Labs (rank #9) holds a meaningful lead over TopK (rank #662) on the overall Smoower ecosystem score (71 vs 33). The gap of 38 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), Vercel Labs is clearly ahead of TopK. On education (docs, guides and learning material for developers), Vercel Labs is ahead of TopK. On community (issue response, PR reviews and discussion health), Vercel Labs is clearly ahead of TopK. On reach (how visible the ecosystem is beyond its own repos), Vercel Labs is clearly ahead of TopK. On momentum (release cadence and how fast the ecosystem moves), Vercel Labs is clearly ahead of TopK.
TopK carries 98 GitHub stars across 15 public repos, with 12 repositories active in the last 90 days and 4 external contributors on record. Vercel Labs shows 188,839 stars across 348 public repos, 76 active in the last 90 days and 470 external contributors. The star gap on its own does not decide the comparison, but Vercel Labs's footprint is roughly 1926.9x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
TopK is worth a look for teams already invested in its stack. Vercel Labs looks better where reach 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.
Side-by-side metrics
| Metric | TopK | Vercel Labs |
|---|---|---|
| Ranking | ||
| Overall rank | #662 | #9 |
| Pillars | ||
| Overall | 33 | 71 |
| Code | 41 | 63 |
| Education | 62 | 73 |
| Community | 22 | 46 |
| Reach | 20 | 84 |
| Momentum | 38 | 81 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 98 | 188,839 |
| Forks | 3 | 14,617 |
| Public repos | 15 | 348 |
| Active repos (90d) | 12 | 76 |
| External contributors | 4 | 470 |
| Avg polish | 34 | 53 |
| Avg AI-readiness | 43 | 71 |