Best MathWorks Modelscape Monitor Alternatives in 2026

19 tools from machine learning model monitoring software ranked against MathWorks Modelscape Monitor on the same published basis.

  1. 1MathWorks Modelscape Monitor vs Evidently AI
  2. 2MathWorks Modelscape Monitor vs NannyML
  3. 3MathWorks Modelscape Monitor vs Deepchecks
  4. 4MathWorks Modelscape Monitor vs Opik
  5. 5MathWorks Modelscape Monitor vs Amazon SageMaker Autopilot
  6. 6MathWorks Modelscape Monitor vs SUPERWISE
  7. 7MathWorks Modelscape Monitor vs STAMM
  8. 8MathWorks Modelscape Monitor vs Arthur
  9. 9MathWorks Modelscape Monitor vs Galileo
  10. 10MathWorks Modelscape Monitor vs Arize AX
  11. 11MathWorks Modelscape Monitor vs Fiddler AI
  12. 12MathWorks Modelscape Monitor vs Radicalbit AI Monitoring
  13. 13MathWorks Modelscape Monitor vs Arize Phoenix
  14. 14MathWorks Modelscape Monitor vs Vertex AI Vector Search
  15. 15MathWorks Modelscape Monitor vs Domino Model Monitor
  16. 17MathWorks Modelscape Monitor vs Pulsar
  17. 18MathWorks Modelscape Monitor vs FiboRisk Model Monitoring
  18. 19MathWorks Modelscape Monitor vs ModelOp Center
  19. 20MathWorks Modelscape Monitor vs Alibi Detect

MathWorks Modelscape Monitor alternatives compared

#ToolScoreFree planFromRuns on
1Evidently AI7.8Free plan$80/moAPI, Linux, Mac, self-hosted, Web, Windows
2NannyML7.6Free plan$399/moAPI, Linux, self-hosted, Web
3Deepchecks7.5Free planFreeAPI, Linux, self-hosted, Web
4Opik7.5Free plan$19/moAPI, Linux, self-hosted, Web
5Amazon SageMaker Autopilot7.4API, Web
6SUPERWISE7.3No$10/moAPI, Linux, Mac, self-hosted, Web, Windows
7STAMM7.2API, Linux, Mac, self-hosted, Web, Windows
8Arthur7.0Free plan$60/moAPI, self-hosted, Web
9Galileo7.0Free plan$100/moAPI, self-hosted, Web
10Arize AX6.9Free plan$50/moAPI, self-hosted, Web
11Fiddler AI6.9Free planFreeAPI, self-hosted, Web
12Radicalbit AI Monitoring6.9Free planFreeAPI, self-hosted, Web
13Arize Phoenix6.8Free planFreeAPI, self-hosted, Web
14Vertex AI Vector Search6.7API, Web
15Domino Model Monitor6.5API, self-hosted, Web
17Pulsar6.5API, self-hosted
18FiboRisk Model Monitoring6.1Web
19ModelOp Center6.0API, self-hosted
20Alibi Detect5.7Linux
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Questions about MathWorks Modelscape Monitor alternatives

What is the best alternative to MathWorks Modelscape Monitor?

Evidently AI, number 1 in machine learning model monitoring software with a score of 7.8 out of 10. The others here: NannyML, Deepchecks, Opik and 15 more.

What is the best free alternative to MathWorks Modelscape Monitor?

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.