Bosch Research vs TopK
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Bosch Research and TopK (Pushing state of the art, one flamegraph at a time.) both appear on the Smoower Developer Ecosystem Index.
TopK (rank #536) holds a narrow lead over Bosch Research (rank #602) on the overall Smoower ecosystem score (36 vs 34). The gap of 2 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 TopK. On education (docs, guides and learning material for developers), TopK is ahead of Bosch Research. On community (issue response, PR reviews and discussion health), Bosch Research is ahead of TopK. On reach (how visible the ecosystem is beyond its own repos), Bosch Research is ahead of TopK. On momentum (release cadence and how fast the ecosystem moves), Bosch Research is slightly ahead of TopK.
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. 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 Bosch Research's footprint is roughly 36.3x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
Bosch Research is the stronger read for anyone weighting community. TopK 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 | TopK |
|---|---|---|
| Ranking | ||
| Overall rank | #602 | #536 |
| Pillars | ||
| Overall | 34 | 36 |
| Code | 49 | 40 |
| Education | 50 | 59 |
| Community | 39 | 19 |
| Reach | 40 | 31 |
| Momentum | 37 | 31 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 3,161 | 87 |
| Forks | 551 | 3 |
| Public repos | 394 | 12 |
| Active repos (90d) | 27 | 8 |
| External contributors | 4 | 6 |
| Avg polish | 58 | 34 |
| Avg AI-readiness | 30 | 43 |