dbt
Grafana
| Feature | dbt | Grafana |
|---|---|---|
| Pricing | Free / from $100/mo | Free / from $29/mo |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.6 / 5 | 4.6 / 5 |
| Best For | data-teams, analytics-engineers, bi-teams, data-driven-companies | devops-teams, sre-teams, data-engineers, iot-monitoring |
| Founded | 2016 | 2014 |
| Sql Transformations | ✓ | ✗ |
| Data Testing | ✓ | ✗ |
| Documentation | ✓ | ✗ |
| Version Control | ✓ | ✗ |
| Scheduling | ✓ | ✗ |
| Lineage | ✓ | ✗ |
| Metrics Layer | ✓ | ✗ |
| Dashboards | ✗ | ✓ |
| Data Sources | ✗ | ✓ |
| Alerting | ✗ | ✓ |
| Annotations | ✗ | ✓ |
| Plugins | ✗ | ✓ |
| Loki Logs | ✗ | ✓ |
| Tempo Traces | ✗ | ✓ |
| Mimir Metrics | ✗ | ✓ |
✓ dbt Pros
- Industry standard for data transformation in warehouses
- SQL-based (accessible to analysts, not just engineers)
- Excellent testing and documentation framework
- dbt Core is fully open-source and free
✗ dbt Cons
- dbt Cloud pricing can be steep for large teams
- Requires a data warehouse (does not store data)
- Learning curve for software engineering practices
✓ Grafana Pros
- Connects to virtually any data source
- Beautiful and highly customizable dashboards
- Open-source with massive community
- Grafana Cloud includes Loki, Tempo, and Mimir
- Alerting across all data sources
✗ Grafana Cons
- Self-hosting requires DevOps expertise
- Dashboard creation has a learning curve
- Plugin quality varies
The Verdict
dbt is built for data teams and analytics engineers, with a focus on sql-transformations and data-testing. Grafana targets devops teams and sre teams and leads with dashboards and data-sources.
On pricing, Grafana is the clear winner for budget-conscious users — starting at $29/mo compared to $100/mo for dbt. That $71/mo difference adds up quickly for growing teams.
Both offer free plans, so you can test each with your real workflow before committing to a subscription.
Feature-wise, Grafana offers broader built-in capabilities (8 features vs 7), while dbt takes a more focused approach — which can mean a simpler, faster onboarding experience.
This is a genuinely close comparison. If you can, sign up for both free trials (where available) and run a one-week test with your actual team tasks before deciding.