Metabase vs Qualtrics
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Metabase and Qualtrics both appear on the Smoower Developer Ecosystem Index.
Metabase (rank #165) holds a modest lead over Qualtrics (rank #693) on the overall Smoower ecosystem score (51 vs 31). The gap of 20 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), Metabase is clearly ahead of Qualtrics. On education (docs, guides and learning material for developers), Metabase is clearly ahead of Qualtrics. On community (issue response, PR reviews and discussion health), Metabase is clearly ahead of Qualtrics. On reach (how visible the ecosystem is beyond its own repos), Qualtrics is clearly ahead of Metabase. On momentum (release cadence and how fast the ecosystem moves), Metabase is clearly ahead of Qualtrics.
Metabase carries 50,225 GitHub stars across 100 public repos, with 21 repositories active in the last 90 days and 49 external contributors on record. Qualtrics shows 20 stars across 20 public repos, 7 active in the last 90 days and 3 external contributors. The star gap on its own does not decide the comparison, but Metabase's footprint is roughly 2511.3x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
Metabase is the stronger read for anyone weighting momentum. Qualtrics looks better where reach 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 | Metabase | Qualtrics |
|---|---|---|
| Ranking | ||
| Overall rank | #165 | #693 |
| Pillars | ||
| Overall | 51 | 31 |
| Code | 49 | 27 |
| Education | 80 | 40 |
| Community | 39 | 14 |
| Reach | 41 | 82 |
| Momentum | 61 | 18 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 50,225 | 20 |
| Forks | 7,167 | 13 |
| Public repos | 100 | 20 |
| Active repos (90d) | 21 | 7 |
| External contributors | 49 | 3 |
| Avg polish | 50 | 28 |
| Avg AI-readiness | 30 | 19 |