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Best Alibi Detect Alternatives in 2026

Updated

19 platforms from machine learning model monitoring software ranked against Alibi Detect on the same published basis.

  1. 1
    Amazon SageMaker Autopilot Free trial apiWeb 7.4
    Alibi Detect vs Amazon SageMaker Autopilot
  2. 2
    Deepchecks Free plan apiLinuxself-hostedWeb Free7.4
    Alibi Detect vs Deepchecks
  3. 3
    NannyML Free plan apiLinuxself-hostedWeb $399/mo7.4
    Alibi Detect vs NannyML
  4. 4
    Opik Free plan apiLinuxself-hostedWeb $19/mo7.4
    Alibi Detect vs Opik
  5. 5
    Arize AX Free plan apiself-hostedWeb $50/mo7.3
    Alibi Detect vs Arize AX
  6. 6
    Arthur Free plan apiself-hostedWeb $60/mo7.3
    Alibi Detect vs Arthur
  7. 7
    Evidently AI Free plan apiLinuxMacself-hostedWeb $80/mo7.3
    Alibi Detect vs Evidently AI
  8. 8
    Fiddler AI Free plan apiself-hostedWeb Free7.3
    Alibi Detect vs Fiddler AI
  9. 9
    Galileo Free plan apiself-hostedWeb $100/mo7.3
    Alibi Detect vs Galileo
  10. 10
    Radicalbit AI Monitoring Free plan apiself-hostedWeb Free7.3
    Alibi Detect vs Radicalbit AI Monitoring
  11. 11
    Arize Phoenix Free plan apiself-hostedWeb Free7.2
    Alibi Detect vs Arize Phoenix
  12. 12
    Pulsar apiself-hosted 7.0
    Alibi Detect vs Pulsar
  13. 13
    STAMM apiLinuxMacself-hostedWeb 7.0
    Alibi Detect vs STAMM
  14. 14
    MathWorks Modelscape Monitor apiself-hostedWeb 6.9
    Alibi Detect vs MathWorks Modelscape Monitor
  15. 15
    Domino Model Monitor apiself-hostedWeb 6.8
    Alibi Detect vs Domino Model Monitor
  16. 16
    SUPERWISE Free trial apiLinuxMacself-hostedWeb $10/mo6.8
    Alibi Detect vs SUPERWISE
  17. 17
    Vertex AI Vector Search Free trial apiWeb 6.8
    Alibi Detect vs Vertex AI Vector Search
  18. 18
    ModelOp Center apiself-hosted 6.7
    Alibi Detect vs ModelOp Center
  19. 19
    FiboRisk Model Monitoring Web 5.3
    Alibi Detect vs FiboRisk Model Monitoring

Alibi Detect alternatives compared

#PlatformScoreFree planFromRuns on
1Amazon SageMaker Autopilot7.4API, Web
2Deepchecks7.4Free planFreeAPI, Linux, self-hosted, Web
3NannyML7.4Free plan$399/moAPI, Linux, self-hosted, Web
4Opik7.4Free plan$19/moAPI, Linux, self-hosted, Web
5Arize AX7.3Free plan$50/moAPI, self-hosted, Web
6Arthur7.3Free plan$60/moAPI, self-hosted, Web
7Evidently AI7.3Free plan$80/moAPI, Linux, Mac, self-hosted, Web, Windows
8Fiddler AI7.3Free planFreeAPI, self-hosted, Web
9Galileo7.3Free plan$100/moAPI, self-hosted, Web
10Radicalbit AI Monitoring7.3Free planFreeAPI, self-hosted, Web
11Arize Phoenix7.2Free planFreeAPI, self-hosted, Web
12Pulsar7.0API, self-hosted
13STAMM7.0API, Linux, Mac, self-hosted, Web, Windows
14MathWorks Modelscape Monitor6.9API, self-hosted, Web
15Domino Model Monitor6.8API, self-hosted, Web
16SUPERWISE6.8No$10/moAPI, Linux, Mac, self-hosted, Web, Windows
17Vertex AI Vector Search6.8API, Web
18ModelOp Center6.7API, self-hosted
19FiboRisk Model Monitoring5.3Web
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Questions about Alibi Detect alternatives

What is the best alternative to Alibi Detect?

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 Alibi Detect?

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.