Product Insights
Heap vs Kantata OX
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Heap (Product Insights) and Kantata OX both appear on the Smoower Developer Ecosystem Index.
Heap and Kantata OX sit at essentially the same overall ecosystem score (35), which is unusual and worth reading through the pillars below.
On code quality (the state of repositories, tests, releases and polish), Kantata OX is ahead of Heap. On education (docs, guides and learning material for developers), Heap is slightly ahead of Kantata OX. On community (issue response, PR reviews and discussion health), Kantata OX is ahead of Heap. On reach (how visible the ecosystem is beyond its own repos), Kantata OX is ahead of Heap.
Heap carries 215 GitHub stars across 65 public repos, with 6 repositories active in the last 90 days and 0 external contributors on record. Kantata OX shows 364 stars across 107 public repos, 6 active in the last 90 days and 5 external contributors.
Heap is the stronger read for anyone weighting education. Kantata OX looks better where code quality 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 | Heap | Kantata OX |
|---|---|---|
| Ranking | ||
| Overall rank | #567 | #567 |
| Pillars | ||
| Overall | 35 | 35 |
| Code | 35 | 48 |
| Education | 72 | 69 |
| Community | 11 | 23 |
| Reach | 30 | 40 |
| Momentum | 12 | 12 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 215 | 364 |
| Forks | 105 | 68 |
| Public repos | 65 | 107 |
| Active repos (90d) | 6 | 6 |
| External contributors | 0 | 5 |
| Avg polish | 37 | 42 |
| Avg AI-readiness | 23 | 27 |