Product Experience Insights Tools
Panther's mission is to make security teams smarter and faster than attackers.
Hotjar vs Panther Labs
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Hotjar (Product Experience Insights Tools) and Panther Labs (Panther's mission is to make security teams smarter and faster than attackers.) both appear on the Smoower Developer Ecosystem Index.
Panther Labs (rank #209) holds a narrow lead over Hotjar (rank #317) on the overall Smoower ecosystem score (49 vs 44). The gap of 5 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), Panther Labs is ahead of Hotjar. On education (docs, guides and learning material for developers), Hotjar is ahead of Panther Labs. On community (issue response, PR reviews and discussion health), Panther Labs is ahead of Hotjar. On reach (how visible the ecosystem is beyond its own repos), Hotjar is ahead of Panther Labs. On momentum (release cadence and how fast the ecosystem moves), Panther Labs is 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. Panther Labs shows 668 stars across 25 public repos, 11 active in the last 90 days and 18 external contributors. The star gap on its own does not decide the comparison, but Panther Labs's footprint is roughly 12.8x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
Hotjar is the stronger read for anyone weighting education. Panther Labs looks better where community 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 | Panther Labs |
|---|---|---|
| Ranking | ||
| Overall rank | #317 | #209 |
| Pillars | ||
| Overall | 44 | 49 |
| Code | 56 | 67 |
| Education | 88 | 72 |
| Community | 22 | 39 |
| Reach | 62 | 49 |
| Momentum | 24 | 38 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 52 | 668 |
| Forks | 10 | 291 |
| Public repos | 2 | 25 |
| Active repos (90d) | 1 | 11 |
| External contributors | 2 | 18 |
| Avg polish | 45 | 75 |
| Avg AI-readiness | 60 | 44 |