Evidence
Depends
Confidence: Medium
Buy if your team lives in SQL and git and wants version-controlled reports instead of a BI GUI.
New check
Comparison
Evidence vs Lightdash
Evidence and Lightdash both land on Depends.
Lightdash
Depends
Confidence: Medium
Buy if your team already runs dbt and wants metrics defined once in code.
| Compare | ||
|---|---|---|
| Verdict | Depends | Depends |
| Best for | Data teams that code in SQL | dbt-native data teams |
| Who it's not for | Non-technical teams wanting drag-and-drop dashboards | Teams without dbt or a modern warehouse |
| Privacy | No known public vulnerabilities found in the sources reviewed.⁴ | One public stored XSS advisory from 2024; no security page surfaced in review.16 |
| Support quality | No support evidence found | Customer testimonial cites direct expert access |
| Public sentiment | Reddit data-engineering communities discuss Evidence as a credible code-first BI option, though some threads question the BI-as-code trend itself.⁶ | G2 reviewers praise Lightdash for centralizing data and making reports quick and easy to view.15 |
| Biggest gotcha | Team price ($15/user/mo) comes from a third-party listing; verify current pricing with vendor⁹ | Trial clock starts when you connect and compile your dbt project, not at signup.14 |
Pick Evidence when
- Data teams that code in SQL
- Developer-led analytics
- Version-controlled reporting
- Docs/report-heavy data products
When Evidence is not a fit
- Non-technical teams wanting drag-and-drop dashboards
- Anyone without SQL skills
- Business users who need self-serve charts
- Buyers avoiding vendor risk at a seed-stage company
Pick Lightdash when
- dbt-native data teams
- Analytics engineers treating BI like code
- Scaling fintechs on granular data
When Lightdash is not a fit
- Teams without dbt or a modern warehouse
- Non-technical staff needing company-wide self-serve
- Small teams wanting simple charts with zero setup
Sources
official
- evidence-dev/evidence on GitHubgithub.comofficial
- Evidence on Y Combinatorycombinator.comofficial
- Product security pageevidence.devsecurity
- Evidence raises $2.1M seed (LinkedIn)linkedin.comnews
review
- r/dataengineering thread on Evidencereddit.comreview
official
- Evidence on Product Huntproducthunt.comreview
- Code-centric BI for small teams threadreddit.comreview
review
- Lightdash official sitelightdash.comofficial
- Lightdash fintech page (trial terms, support quote)lightdash.comofficial
- Lightdash reviews on G2g2.comreview
- Lightdash GitHub repositorygithub.comofficial