Arize AX
6.8#7 in machine learning model monitoring softwareFrom $50 a monthFree planWebAPISelf-hosted
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| Fact | Arize AX | Deepchecks |
|---|---|---|
| Evaluation | Agent-as-a-Judge learns from agent telemetry and creates scalable evaluations that surface unknown failures. | The platform offers automated scoring, version comparison, custom and off-the-shelf properties, and golden set management. |
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.
Deepchecks suits teams that need to evaluate and monitor AI systems in production, compare versions, and investigate application behavior. Its deployment options and listed security provisions may also suit organizations with specific infrastructure or compliance needs.