Cloud Equivalents

Industry & specialized ML

Amazon Lookout for Equipment / Amazon Monitron vs Azure AI Anomaly Detector

There's no current managed service on either side.

Amazon Lookout for Equipment reached end of support on October 7, 2026, Amazon Monitron is closed to new customers, and Azure AI Anomaly Detector retired on October 1, 2026.

No equivalent Use it to: Detect abnormal machine behavior from sensor data before equipment fails.

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Side-by-side comparison

Industrial equipment anomaly detection / predictive maintenance: AWS vs Azure side by side
AspectAmazon Web ServicesMicrosoft Azure
ServiceAmazon Lookout for Equipment Retired
Amazon Monitron Maintenance
Azure AI Anomaly Detector Retired
LifecycleEnd of support Oct 7, 2026. The console and resources are no longer accessible.
No longer open to new customers (announced Oct 31, 2024).
No new resources since Sep 20, 2023. Retired Oct 1, 2026.
What it isSensor-based anomaly detection for industrial equipment.
End-to-end condition monitoring with AWS sensors, gateways, and an app.
Univariate and multivariate time-series anomaly detection.
Pricing modelMonitron charges per sensor per year for existing customers. Lookout for Equipment is no longer applicable.Not applicable (retired).
DocsAmazon Lookout for Equipment docs
Amazon Monitron docs
Azure AI Anomaly Detector docs
Pricing pageAmazon Monitron pricing—
Exams——

Key differences

  • Both vendors' dedicated services are gone or closed. Build on SageMaker AI or Azure ML, or use IoT and analytics platforms, such as Fabric Real-Time Intelligence on Azure.

Pricing summary

Pricing models only. No prices are quoted because they change by region and over time.

AWS
Monitron charges per sensor per year for existing customers. Lookout for Equipment is no longer applicable. Amazon Monitron pricing →
Azure
Not applicable (retired).

FAQ

Does Azure have an equivalent to Amazon Lookout for Equipment and Amazon Monitron?

There's no current managed service on either side. Amazon Lookout for Equipment reached end of support on October 7, 2026, Amazon Monitron is closed to new customers, and Azure AI Anomaly Detector retired on October 1, 2026.

How does pricing compare between Amazon Lookout for Equipment and Amazon Monitron and Azure AI Anomaly Detector?

AWS: Monitron charges per sensor per year for existing customers. Lookout for Equipment is no longer applicable. Azure: Not applicable (retired). Check the official pricing pages for current rates.

Related comparisons

Official sources