kitio.aiAmazon Bedrock vs Azure Machine Learning
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Amazon Bedrock starts at See pricing page and Azure Machine Learning starts at See pricing page. Check both pricing pages for current plans.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Many model providers
- Knowledge bases
- Guardrails
- AgentCore
- Provisioned throughput
- AutoML
- Drag-and-drop designer
- Managed compute and endpoints
- Model registry
- MLflow tracking
- Prompt flow
| Feature | Amazon Bedrock | Azure Machine Learning |
|---|---|---|
| Best for | AWS service for calling Claude, Llama, Nova and other models via one API | Microsoft's cloud platform for training, deploying and managing ML models |
| Category | Models & APIs | Models & APIs |
| Pricing model | Paid | Paid |
| Starting price | See pricing page | See pricing page |
| Free plan | No | No |
| Made by | Amazon Web Services | Microsoft |
| Based in | United States | United States |
| Rating | No ratings yet | No ratings yet |
| Key features |
|
|
Pricing compared
Amazon Bedrock starts at See pricing page and Azure Machine Learning starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
Prices in USD, checked Oct 28, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Amazon Bedrock
- Fits existing AWS security setup
- Broad model catalog
- Strong compliance options
- New models can arrive later
- AWS console is complex
- Costs are hard to forecast
Azure Machine Learning
- Covers the full model lifecycle
- Code-first and low-code options
- Strong enterprise security on Azure
- Compute costs are hard to predict
- Steep learning curve for newcomers
- Tied to the Azure ecosystem
Which one should you choose?
Choose Amazon Bedrock if you want:
- Fits existing AWS security setup
- Broad model catalog
- Strong compliance options
Watch out: new models can arrive later.
Choose Azure Machine Learning if you want:
- Covers the full model lifecycle
- Code-first and low-code options
- Strong enterprise security on Azure
Watch out: compute costs are hard to predict.
Amazon Bedrock vs Azure Machine Learning FAQ
What is the difference between Amazon Bedrock and Azure Machine Learning?
Amazon Bedrock: AWS service for calling Claude, Llama, Nova and other models via one API. Azure Machine Learning: Microsoft's cloud platform for training, deploying and managing ML models. Both are models & apis tools.
Is Amazon Bedrock or Azure Machine Learning cheaper?
Amazon Bedrock starts at See pricing page and Azure Machine Learning starts at See pricing page. Check both pricing pages for current plans.
Do Amazon Bedrock and Azure Machine Learning have free plans?
Amazon Bedrock: No. Azure Machine Learning: No.
Who makes Amazon Bedrock?
Amazon Bedrock is made by Amazon Web Services, based in United States.
Who makes Azure Machine Learning?
Azure Machine Learning is made by Microsoft, based in United States.
Which should I choose, Amazon Bedrock or Azure Machine Learning?
Choose Amazon Bedrock if you value fits existing aws security setup and broad model catalog. Choose Azure Machine Learning if you value covers the full model lifecycle and code-first and low-code options.