Bosch Research vs Mage
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Bosch Research and Mage (Magical tools for data.) both appear on the Smoower Developer Ecosystem Index.
Mage (rank #485) holds a narrow lead over Bosch Research (rank #602) on the overall Smoower ecosystem score (38 vs 34). 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), Bosch Research is ahead of Mage. On education (docs, guides and learning material for developers), Mage is clearly ahead of Bosch Research. On community (issue response, PR reviews and discussion health), Bosch Research is slightly ahead of Mage. On momentum (release cadence and how fast the ecosystem moves), Bosch Research is clearly ahead of Mage.
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. Mage shows 9,079 stars across 44 public repos, 8 active in the last 90 days and 22 external contributors.
Bosch Research is the stronger read for anyone weighting momentum. Mage 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 | Mage |
|---|---|---|
| Ranking | ||
| Overall rank | #602 | #485 |
| Pillars | ||
| Overall | 34 | 38 |
| Code | 49 | 34 |
| Education | 50 | 71 |
| Community | 39 | 38 |
| Reach | 40 | 40 |
| Momentum | 37 | 16 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 3,161 | 9,079 |
| Forks | 551 | 1,538 |
| Public repos | 394 | 44 |
| Active repos (90d) | 27 | 8 |
| External contributors | 4 | 22 |
| Avg polish | 58 | 42 |
| Avg AI-readiness | 30 | 15 |