Arize AX
6.8#7 in machine learning model monitoring softwareFrom $50 a monthFree planWebAPISelf-hosted
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| Fact | Arize AX | NannyML |
|---|---|---|
| Purpose | Arize AX is a platform for continuous improvement of AI agents that turns production behavior into better agents. | NannyML monitors deployed machine-learning models and estimates model performance even when ground truth is delayed or absent. |
It suits teams building and operating AI agents that need tracing, evaluations, and experiments. Self-hosted deployment is an option for teams that want observability systems inside their own infrastructure.
NannyML suits teams that need to monitor deployed models when ground truth is delayed or absent, and connect model performance with business outcomes. It can also suit teams looking for self-managed open-source installation or Cloud deployment.