Arize AI vs Grafana
Updated June 2026 · A structured head-to-head comparison.
The verdict
Both Arize AI and Grafana are credible monitoring tools, and the right pick comes down to your priorities.
Arize AI — ML and LLM observability.
Grafana — Open-source dashboards and observability.
Arize AI vs Grafana: side by side
| Dimension | Arize AI | Grafana |
|---|---|---|
| Starting price | Free – $50/mo | Free – $19/mo |
| Free plan | Yes | Yes |
| Pricing model | Freemium | Freemium |
| Best for | Ml Teams, Enterprise | Devops Teams, Developers |
| Platforms | Web, Api, Self Hosted | Web, Self Hosted, Api |
| Rating | 4.6/5 | 4.6/5 |
Arize AI key facts
- Vendor
- Arize AI
- Pricing
- Freemium — Free – $50/mo
- Free tier
- Yes
- Platforms
- Web, Api, Self Hosted
- Best for
- Ml Teams, Enterprise
- Editor rating
- 4.6 / 5
- Founded
- 2020
- Headquarters
- Berkeley, CA, USA
Grafana key facts
- Vendor
- Grafana Labs
- Pricing
- Freemium — Free – $19/mo
- Free tier
- Yes
- Platforms
- Web, Self Hosted, Api
- Best for
- Devops Teams, Developers
- Editor rating
- 4.6 / 5
- Founded
- 2014
- Headquarters
- New York, NY, USA
Frequently asked questions
Is Arize AI better than Grafana?
Neither is universally better — Arize AI edges ahead on overall rating, but the best choice depends on price, platforms, and your use case. See the side-by-side table above.
Is Arize AI or Grafana cheaper?
Arize AI is the more affordable of the two to get started, at free – $50/mo. Arize AI starts at free – $50/mo; Grafana starts at free – $19/mo.
Can Arize AI replace Grafana?
Yes for most teams — both are monitoring tools with heavily overlapping features. The main trade-offs are pricing and platform support, covered in the comparison above.