Lightdash
Depends
Confidence: Medium
Buy if your team already runs dbt and wants metrics defined once in code.
Comparison
Lightdash and Apache Superset both land on Depends.
Buy if your team already runs dbt and wants metrics defined once in code.
Great fit if you have engineers to host it and want powerful BI without per-seat licenses.
| Compare | Lightdash | Apache Superset |
|---|---|---|
| Verdict | Depends | Depends |
| Best for | dbt-native data teams | Data teams with SQL skills |
| Who it's not for | Teams without dbt or a modern warehouse | Small teams without an engineer to host it |
| Privacy | One public stored XSS advisory from 2024; no security page surfaced in review.⁴ | Active open-source project with published CVEs . a critical auth bypass and RCE research mean you must patch fast.14 |
| Support quality | Customer testimonial cites direct expert access | Community-driven unless you pay a managed vendor |
| Public sentiment | G2 reviewers praise Lightdash for centralizing data and making reports quick and easy to view.³ | Users praise its power and zero license cost but say it rewards technically capable teams most. |
| Biggest gotcha | Trial clock starts when you connect and compile your dbt project, not at signup.² | Total cost is hosting, admin time, and optional paid support . not just $0 license10 |