Best STAMM Alternatives in 2026
Updated
19 tools from machine learning model monitoring software ranked against STAMM on the same published basis.
- 1STAMM vs Evidently AI
- 2STAMM vs Deepchecks
- 3STAMM vs NannyML
- 4STAMM vs Opik
- 5STAMM vs Amazon SageMaker Autopilot
- 6STAMM vs SUPERWISE
- 7STAMM vs Arthur
- 8STAMM vs Galileo
- 9STAMM vs Radicalbit AI Monitoring
- 10STAMM vs Arize AX
- 12STAMM vs MathWorks Modelscape Monitor
- 13STAMM vs Domino Model Monitor
- 14STAMM vs Pulsar
- 15STAMM vs ModelOp Center
- 16STAMM vs Alibi Detect
- 17STAMM vs Fiddler AI
- 18STAMM vs FiboRisk Model Monitoring
- 19STAMM vs Arize Phoenix
- 20STAMM vs Vertex AI Vector Search
STAMM alternatives compared
| # | Tool | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | Evidently AI | 7.9 | Free plan | $80/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 2 | Deepchecks | 7.6 | Free plan | Free | API, Linux, self-hosted, Web |
| 3 | NannyML | 7.6 | Free plan | $399/mo | API, Linux, self-hosted, Web |
| 4 | Opik | 7.6 | Free plan | $19/mo | API, Linux, self-hosted, Web |
| 5 | Amazon SageMaker Autopilot | 7.4 | No | — | API, Web |
| 6 | SUPERWISE | 7.3 | No | $10/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 7 | Arthur | 7.0 | Free plan | $60/mo | API, self-hosted, Web |
| 8 | Galileo | 7.0 | Free plan | $100/mo | API, self-hosted, Web |
| 9 | Radicalbit AI Monitoring | 7.0 | Free plan | Free | API, self-hosted, Web |
| 10 | Arize AX | 6.9 | Free plan | $50/mo | API, self-hosted, Web |
| 12 | MathWorks Modelscape Monitor | 6.6 | No | — | API, self-hosted, Web |
| 13 | Domino Model Monitor | 6.5 | No | — | API, self-hosted, Web |
| 14 | Pulsar | 6.3 | No | — | API, self-hosted |
| 15 | ModelOp Center | 6.1 | No | — | API, self-hosted |
| 16 | Alibi Detect | 5.7 | No | — | Linux |
| 17 | Fiddler AI | 5.6 | Free plan | Free | API, self-hosted, Web |
| 18 | FiboRisk Model Monitoring | 5.4 | No | — | Web |
| 19 | Arize Phoenix | 5.2 | Free plan | Free | API, self-hosted, Web |
| 20 | Vertex AI Vector Search | 4.9 | No | — | Web |
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Questions about STAMM alternatives
What is the best alternative to STAMM?
Evidently AI, number 1 in machine learning model monitoring software with a score of 7.9 out of 10. The others here: Deepchecks, NannyML, Opik and 15 more.
What is the best free alternative to STAMM?
Evidently AI 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, the fullest spec sheet first: how deeply the product is documented, the platforms it runs on, a free tier or trial to test it, and its standing.