Dify
Grafana
| Feature | Dify | Grafana |
|---|---|---|
| Pricing | Free / from $59/mo | Free / from $29/mo |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.5 / 5 | 4.6 / 5 |
| Best For | ai-builders, non-technical-teams, enterprises, developers | devops-teams, sre-teams, data-engineers, iot-monitoring |
| Founded | 2023 | 2014 |
| Visual Orchestration | ✓ | ✗ |
| Rag Pipeline | ✓ | ✗ |
| Agent Mode | ✓ | ✗ |
| Multi Model | ✓ | ✗ |
| Knowledge Base | ✓ | ✗ |
| Api Access | ✓ | ✗ |
| Dashboards | ✗ | ✓ |
| Data Sources | ✗ | ✓ |
| Alerting | ✗ | ✓ |
| Annotations | ✗ | ✓ |
| Plugins | ✗ | ✓ |
| Loki Logs | ✗ | ✓ |
| Tempo Traces | ✗ | ✓ |
| Mimir Metrics | ✗ | ✓ |
✓ Dify Pros
- Open-source and self-hostable
- Visual workflow builder
- Built-in RAG pipeline
- Multi-model support
✗ Dify Cons
- Complex for simple chatbots
- Self-hosting requires resources
- Documentation improving
✓ 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
Dify is built for ai builders and non technical teams, with a focus on visual-orchestration and rag-pipeline. 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 $59/mo for Dify. That $30/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 6), while Dify 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.