Grafana
MongoDB
| Feature | Grafana | MongoDB |
|---|---|---|
| Pricing | Free / from $29/mo | Free / from $0.1/mo |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.6 / 5 | 4.5 / 5 |
| Best For | devops-teams, sre-teams, data-engineers, iot-monitoring | startups, app-developers, content-management, iot-applications |
| Founded | 2014 | 2007 |
| Dashboards | ✓ | ✗ |
| Data Sources | ✓ | ✗ |
| Alerting | ✓ | ✗ |
| Annotations | ✓ | ✗ |
| Plugins | ✓ | ✗ |
| Loki Logs | ✓ | ✗ |
| Tempo Traces | ✓ | ✗ |
| Mimir Metrics | ✓ | ✗ |
| Document Storage | ✗ | ✓ |
| Atlas Cloud | ✗ | ✓ |
| Aggregation Pipeline | ✗ | ✓ |
| Full Text Search | ✗ | ✓ |
| Change Streams | ✗ | ✓ |
| Sharding | ✗ | ✓ |
| Time Series | ✗ | ✓ |
| Atlas Search | ✗ | ✓ |
✓ 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
✓ MongoDB Pros
- Flexible document model handles varied data structures
- Atlas cloud service simplifies deployment and scaling
- Excellent developer experience and documentation
- Strong aggregation framework for complex queries
- Horizontal scaling with built-in sharding
✗ MongoDB Cons
- Not ideal for highly relational data
- Atlas costs can escalate with heavy usage
- Transactions less mature than relational databases
The Verdict
Grafana is built for devops teams and sre teams, with a focus on dashboards and data-sources. MongoDB targets startups and app developers and leads with document-storage and atlas-cloud.
On pricing, MongoDB is the clear winner for budget-conscious users — starting at $0.1/mo compared to $29/mo for Grafana. That $28.9/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.
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.