Best STAMM Alternatives in 2026
Updated
19 platforms from machine learning model monitoring software ranked against STAMM on the same published basis.
- 1STAMM vs Amazon SageMaker Autopilot
- 2STAMM vs Deepchecks
- 3STAMM vs NannyML
- 4STAMM vs Opik
- 5STAMM vs Arize AX
- 6STAMM vs Arthur
- 7STAMM vs Evidently AI
- 8STAMM vs Fiddler AI
- 9STAMM vs Galileo
- 10STAMM vs Radicalbit AI Monitoring
- 11STAMM vs Arize Phoenix
- 12STAMM vs Pulsar
- 14STAMM vs MathWorks Modelscape Monitor
- 15STAMM vs Domino Model Monitor
- 16STAMM vs SUPERWISE
- 17STAMM vs Vertex AI Vector Search
- 18STAMM vs ModelOp Center
- 19STAMM vs FiboRisk Model Monitoring
- 20STAMM vs Alibi Detect
STAMM alternatives compared
| # | Platform | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | Amazon SageMaker Autopilot | 7.4 | API, Web | ||
| 2 | Deepchecks | 7.4 | Free plan | Free | API, Linux, self-hosted, Web |
| 3 | NannyML | 7.4 | Free plan | $399/mo | API, Linux, self-hosted, Web |
| 4 | Opik | 7.4 | Free plan | $19/mo | API, Linux, self-hosted, Web |
| 5 | Arize AX | 7.3 | Free plan | $50/mo | API, self-hosted, Web |
| 6 | Arthur | 7.3 | Free plan | $60/mo | API, self-hosted, Web |
| 7 | Evidently AI | 7.3 | Free plan | $80/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 8 | Fiddler AI | 7.3 | Free plan | Free | API, self-hosted, Web |
| 9 | Galileo | 7.3 | Free plan | $100/mo | API, self-hosted, Web |
| 10 | Radicalbit AI Monitoring | 7.3 | Free plan | Free | API, self-hosted, Web |
| 11 | Arize Phoenix | 7.2 | Free plan | Free | API, self-hosted, Web |
| 12 | Pulsar | 7.0 | API, self-hosted | ||
| 14 | MathWorks Modelscape Monitor | 6.9 | API, self-hosted, Web | ||
| 15 | Domino Model Monitor | 6.8 | API, self-hosted, Web | ||
| 16 | SUPERWISE | 6.8 | No | $10/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 17 | Vertex AI Vector Search | 6.8 | API, Web | ||
| 18 | ModelOp Center | 6.7 | API, self-hosted | ||
| 19 | FiboRisk Model Monitoring | 5.3 | Web | ||
| 20 | Alibi Detect | 5.1 | Linux |
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Questions about STAMM alternatives
What is the best alternative to STAMM?
Amazon SageMaker Autopilot, number 1 in machine learning model monitoring software with a score of 7.4 out of 10. The others here: Deepchecks, NannyML, Opik and 15 more.
What is the best free alternative to STAMM?
Deepchecks is the best-ranked alternative with a free plan. 10 of the 19 alternatives here publish a free plan on their own pricing pages.
How are these alternatives ranked?
Ranked on what each maker publishes, open and connectable first: a public API, open-source code, the depth of its documentation and a free tier to try it on. Model lists are sorted by the figure in their title, exactly as each provider publishes it.