Product Experience Insights Tools
Hotjar vs Kandji
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Hotjar (Product Experience Insights Tools) and Kandji both appear on the Smoower Developer Ecosystem Index.
Hotjar (rank #317) holds a modest lead over Kandji (rank #728) on the overall Smoower ecosystem score (44 vs 30). The gap of 14 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), Hotjar is ahead of Kandji. On education (docs, guides and learning material for developers), Hotjar is clearly ahead of Kandji. On community (issue response, PR reviews and discussion health), Kandji is slightly ahead of Hotjar. On reach (how visible the ecosystem is beyond its own repos), Hotjar is clearly ahead of Kandji. On momentum (release cadence and how fast the ecosystem moves), Kandji is clearly ahead of Hotjar.
Hotjar carries 52 GitHub stars across 2 public repos, with 1 repositories active in the last 90 days and 2 external contributors on record. Kandji shows 387 stars across 7 public repos, 6 active in the last 90 days and 3 external contributors. The star gap on its own does not decide the comparison, but Kandji's footprint is roughly 7.4x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
Hotjar is the stronger read for anyone weighting education. Kandji looks better where momentum 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 | Hotjar | Kandji |
|---|---|---|
| Ranking | ||
| Overall rank | #317 | #728 |
| Pillars | ||
| Overall | 44 | 30 |
| Code | 56 | 44 |
| Education | 88 | 44 |
| Community | 22 | 26 |
| Reach | 62 | 30 |
| Momentum | 24 | 48 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 52 | 387 |
| Forks | 10 | 56 |
| Public repos | 2 | 7 |
| Active repos (90d) | 1 | 6 |
| External contributors | 2 | 3 |
| Avg polish | 45 | 46 |
| Avg AI-readiness | 60 | 29 |