Bosch Research vs Marqo
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Bosch Research and Marqo (Tensor search for humans.) both appear on the Smoower Developer Ecosystem Index.
Marqo (rank #430) holds a narrow lead over Bosch Research (rank #602) on the overall Smoower ecosystem score (40 vs 34). 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), Bosch Research is slightly ahead of Marqo. On education (docs, guides and learning material for developers), Marqo is ahead of Bosch Research. On reach (how visible the ecosystem is beyond its own repos), Bosch Research is slightly ahead of Marqo. On momentum (release cadence and how fast the ecosystem moves), Marqo is slightly ahead of Bosch Research.
Bosch Research carries 3,161 GitHub stars across 394 public repos, with 27 repositories active in the last 90 days and 4 external contributors on record. Marqo shows 5,394 stars across 28 public repos, 14 active in the last 90 days and 4 external contributors.
Bosch Research is the stronger read for anyone weighting code quality. Marqo 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.
Side-by-side metrics
| Metric | Bosch Research | Marqo |
|---|---|---|
| Ranking | ||
| Overall rank | #602 | #430 |
| Pillars | ||
| Overall | 34 | 40 |
| Code | 49 | 41 |
| Education | 50 | 61 |
| Community | 39 | 39 |
| Reach | 40 | 36 |
| Momentum | 37 | 40 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 3,161 | 5,394 |
| Forks | 551 | 273 |
| Public repos | 394 | 28 |
| Active repos (90d) | 27 | 14 |
| External contributors | 4 | 4 |
| Avg polish | 58 | 45 |
| Avg AI-readiness | 30 | 35 |