Industry & specialized ML
Amazon Fraud Detector vs Azure Machine Learning
Azure has no managed fraud-detection API comparable to Amazon Fraud Detector, and Fraud Detector itself closed to new customers on November 7, 2025.
Both clouds now point to building models (AutoGluon on SageMaker AI, or Azure ML AutoML).
Side-by-side comparison
| Aspect | Amazon Web Services | Microsoft Azure |
|---|---|---|
| Service | Amazon Fraud Detector Maintenance | Azure Machine Learning |
| Lifecycle | No longer open to new customers since Nov 7, 2025. AWS suggests AutoGluon on SageMaker AI, and AWS WAF Fraud Control for account-creation fraud. | Generally available |
| What it is | Managed fraud-detection models for online payments, account sign-ups, and more. | End-to-end ML platform. Workspaces, data and compute, training jobs, AutoML, pipelines, registries, endpoints, MLflow integration, and responsible AI tooling. |
| Pricing model | Existing customers pay per prediction and training hour. | Compute for training and hosting. |
| Docs | Amazon Fraud Detector docs | Azure Machine Learning docs |
| Pricing page | Amazon Fraud Detector pricing | Azure Machine Learning pricing |
| Exams | MLA-C01 Retiring | AI-300 |
Key differences
- AWS suggests AutoGluon on SageMaker AI, and AWS WAF Fraud Control for account-creation fraud.
- On Azure, the comparable path is Azure ML AutoML (classification) plus Azure WAF/bot protection at the edge.
Pricing summary
Pricing models only. No prices are quoted because they change by region and over time.
- AWS
- Existing customers pay per prediction and training hour. Amazon Fraud Detector pricing →
- Azure
- Compute for training and hosting. Azure Machine Learning pricing →
Certification exam mapping
| Exam | Provider | Level | Status |
|---|---|---|---|
| AWS Certified Machine Learning Engineer – Associate MLA-C01 | AWS | Associate | retiring Being updated to MLA-C02 (beta registration opened Sep 1, 2026). Last day for MLA-C01 in English was Sep 28, 2026; Korean, Japanese, and Simplified Chinese remain until MLA-C02 GA. |
| Microsoft Certified – Machine Learning Operations Engineer Associate AI-300 | Azure | Associate | current MLOps and GenAIOps infrastructure on Azure (IaC with Bicep/CLI, GitHub Actions). Closest successor in scope to the retired DP-100. |
Relevance is based on each exam's published scope, not a line-by-line objective match. Check the official study guide.
Verification notes
- Microsoft Dynamics 365 Fraud Protection (a SaaS product, not Azure) wasn't evaluated in this release.
FAQ
Does Azure have an equivalent to Amazon Fraud Detector?
Azure has no managed fraud-detection API comparable to Amazon Fraud Detector, and Fraud Detector itself closed to new customers on November 7, 2025. Both clouds now point to building models (AutoGluon on SageMaker AI, or Azure ML AutoML).
How does pricing compare between Amazon Fraud Detector and Azure Machine Learning?
AWS: Existing customers pay per prediction and training hour. Azure: Compute for training and hosting. Check the official pricing pages for current rates.
Which certification exams cover this topic?
AWS Certified Machine Learning Engineer – Associate (MLA-C01) [retiring]; Microsoft Certified – Machine Learning Operations Engineer Associate (AI-300).