kitio.aiAmazon Bedrock vs Amazon SageMaker
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 Amazon SageMaker 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
- Model training and hosting
- Unified Studio
- Lakehouse architecture
- Data and AI governance
- Data agent
- Bedrock integration
| Feature | Amazon Bedrock | Amazon SageMaker |
|---|---|---|
| Best for | AWS service for calling Claude, Llama, Nova and other models via one API | AWS platform for building, training and deploying ML and AI 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 | Amazon Web Services |
| Based in | United States | United States |
| Rating | No ratings yet | No ratings yet |
| Key features |
|
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Pricing compared
Amazon Bedrock starts at See pricing page and Amazon SageMaker starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
2 plans
Pay as you go
Varies by service
- Billed per resource used
- Small monthly free allowances
Data Agent
$0.04 / credit
- Agent usage billed in credits
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
Amazon SageMaker
- Covers the full ML lifecycle
- Deep integration with other AWS services
- Pay only for what you use
- Usage pricing is hard to predict
- Steep learning curve for newcomers
- Ties your stack to AWS
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 Amazon SageMaker if you want:
- Covers the full ML lifecycle
- Deep integration with other AWS services
- Pay only for what you use
Watch out: usage pricing is hard to predict.
Amazon Bedrock vs Amazon SageMaker FAQ
What is the difference between Amazon Bedrock and Amazon SageMaker?
Amazon Bedrock: AWS service for calling Claude, Llama, Nova and other models via one API. Amazon SageMaker: AWS platform for building, training and deploying ML and AI models. Both are models & apis tools.
Is Amazon Bedrock or Amazon SageMaker cheaper?
Amazon Bedrock starts at See pricing page and Amazon SageMaker starts at See pricing page. Check both pricing pages for current plans.
Do Amazon Bedrock and Amazon SageMaker have free plans?
Amazon Bedrock: No. Amazon SageMaker: No.
Who makes Amazon Bedrock?
Amazon Bedrock is made by Amazon Web Services, based in United States.
Who makes Amazon SageMaker?
Amazon SageMaker is made by Amazon Web Services, based in United States.
Which should I choose, Amazon Bedrock or Amazon SageMaker?
Choose Amazon Bedrock if you value fits existing aws security setup and broad model catalog. Choose Amazon SageMaker if you value covers the full ml lifecycle and deep integration with other aws services.