Tensor search for humans.
Marqo vs sgl-project
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Marqo (Tensor search for humans.) and sgl-project both appear on the Smoower Developer Ecosystem Index.
sgl-project (rank #278) holds a narrow lead over Marqo (rank #430) on the overall Smoower ecosystem score (46 vs 40). The gap of 6 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), sgl-project is ahead of Marqo. On education (docs, guides and learning material for developers), sgl-project is ahead of Marqo. On community (issue response, PR reviews and discussion health), sgl-project is clearly ahead of Marqo. On reach (how visible the ecosystem is beyond its own repos), Marqo is clearly ahead of sgl-project.
Marqo carries 5,394 GitHub stars across 28 public repos, with 14 repositories active in the last 90 days and 4 external contributors on record. sgl-project shows 38,333 stars across 26 public repos, 20 active in the last 90 days and 349 external contributors. The star gap on its own does not decide the comparison, but sgl-project's footprint is roughly 7.1x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
Marqo is the stronger read for anyone weighting reach. sgl-project looks better where community 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 | Marqo | sgl-project |
|---|---|---|
| Ranking | ||
| Overall rank | #430 | #278 |
| Pillars | ||
| Overall | 40 | 46 |
| Code | 41 | 55 |
| Education | 61 | 74 |
| Community | 39 | 80 |
| Reach | 36 | 8 |
| Momentum | 40 | 40 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 5,394 | 38,333 |
| Forks | 273 | 8,904 |
| Public repos | 28 | 26 |
| Active repos (90d) | 14 | 20 |
| External contributors | 4 | 349 |
| Avg polish | 45 | 55 |
| Avg AI-readiness | 35 | 47 |