Metabase vs SnapLogic
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Metabase and SnapLogic both appear on the Smoower Developer Ecosystem Index.
Metabase (rank #165) holds a modest lead over SnapLogic (rank #536) on the overall Smoower ecosystem score (51 vs 36). The gap of 15 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), Metabase is ahead of SnapLogic. On education (docs, guides and learning material for developers), Metabase is ahead of SnapLogic. On community (issue response, PR reviews and discussion health), Metabase is slightly ahead of SnapLogic. On reach (how visible the ecosystem is beyond its own repos), Metabase is ahead of SnapLogic. On momentum (release cadence and how fast the ecosystem moves), Metabase is clearly ahead of SnapLogic.
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. SnapLogic shows 40 stars across 34 public repos, 3 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 1255.6x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
Metabase is the stronger read for anyone weighting momentum. SnapLogic makes more sense for teams already using its adjacent tools. 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 | SnapLogic |
|---|---|---|
| Ranking | ||
| Overall rank | #165 | #536 |
| Pillars | ||
| Overall | 51 | 36 |
| Code | 49 | 34 |
| Education | 80 | 71 |
| Community | 39 | 38 |
| Reach | 41 | 21 |
| Momentum | 61 | 34 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 50,225 | 40 |
| Forks | 7,167 | 38 |
| Public repos | 100 | 34 |
| Active repos (90d) | 21 | 3 |
| External contributors | 49 | 3 |
| Avg polish | 50 | 35 |
| Avg AI-readiness | 30 | 22 |