Best Alibi Detect Alternatives in 2026
Updated
19 apps from machine learning model monitoring software ranked against Alibi Detect on the same published basis.
- 1Alibi Detect vs Evidently AI
- 2Alibi Detect vs Deepchecks
- 3Alibi Detect vs NannyML
- 4Alibi Detect vs Opik
- 5Alibi Detect vs Amazon SageMaker Autopilot
- 6Alibi Detect vs Arize AX
- 7Alibi Detect vs Arthur
- 8Alibi Detect vs Fiddler AI
- 9Alibi Detect vs Galileo
- 10Alibi Detect vs Radicalbit AI Monitoring
- 11Alibi Detect vs Arize Phoenix
- 12Alibi Detect vs STAMM
- 13Alibi Detect vs MathWorks Modelscape Monitor
- 14Alibi Detect vs Pulsar
- 15Alibi Detect vs Vertex AI Vector Search
- 16Alibi Detect vs SUPERWISE
- 18Alibi Detect vs Domino Model Monitor
- 19Alibi Detect vs FiboRisk Model Monitoring
- 20Alibi Detect vs ModelOp Center
Alibi Detect alternatives compared
| # | App | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | Evidently AI | 6.6 | Free plan | $80/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 2 | Deepchecks | 6.5 | Free plan | Free | API, Linux, self-hosted, Web |
| 3 | NannyML | 6.5 | Free plan | $399/mo | API, Linux, self-hosted, Web |
| 4 | Opik | 6.5 | Free plan | $19/mo | API, Linux, self-hosted, Web |
| 5 | Amazon SageMaker Autopilot | 6.4 | API, Web | ||
| 6 | Arize AX | 6.4 | Free plan | $50/mo | API, self-hosted, Web |
| 7 | Arthur | 6.4 | Free plan | $60/mo | API, self-hosted, Web |
| 8 | Fiddler AI | 6.4 | Free plan | Free | API, self-hosted, Web |
| 9 | Galileo | 6.4 | Free plan | $100/mo | API, self-hosted, Web |
| 10 | Radicalbit AI Monitoring | 6.4 | Free plan | Free | API, self-hosted, Web |
| 11 | Arize Phoenix | 6.3 | Free plan | Free | API, self-hosted, Web |
| 12 | STAMM | 5.7 | API, Linux, Mac, self-hosted, Web, Windows | ||
| 13 | MathWorks Modelscape Monitor | 5.4 | API, self-hosted, Web | ||
| 14 | Pulsar | 5.4 | API, self-hosted | ||
| 15 | Vertex AI Vector Search | 5.4 | API, Web | ||
| 16 | SUPERWISE | 5.3 | No | $10/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 18 | Domino Model Monitor | 5.0 | API, self-hosted, Web | ||
| 19 | FiboRisk Model Monitoring | 5.0 | Web | ||
| 20 | ModelOp Center | 4.9 | API, self-hosted |
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Questions about Alibi Detect alternatives
What is the best alternative to Alibi Detect?
Evidently AI, number 1 in machine learning model monitoring software with a score of 6.6 out of 10. The others here: Deepchecks, NannyML, Opik and 15 more.
What is the best free alternative to Alibi Detect?
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 free-and-open first: a usable free tier and open-source code, then the platforms it runs on and its documentation.





























