kitio.aiAmazon Bedrock vs CoreWeave
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 CoreWeave 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
- Large NVIDIA clusters
- Managed Kubernetes
- AI-tuned storage
- W&B integration
- Serverless RL
| Feature | Amazon Bedrock | CoreWeave |
|---|---|---|
| Best for | AWS service for calling Claude, Llama, Nova and other models via one API | Specialized AI cloud for large-scale GPU training and inference |
| 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 | CoreWeave |
| 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 CoreWeave starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
5 plans
NVIDIA L40
$10.00 / hour
- On-demand GPU instance
- Spot from $6.27 / hour
NVIDIA A100
$21.60 / hour
- On-demand GPU instance
- Spot from $9.65 / hour
NVIDIA GB200 NVL72
$42.00 / hour
- On-demand GPU instance
- Grace Blackwell superchips
NVIDIA HGX H100
$49.24 / hour
- On-demand GPU instance
- Spot from $19.71 / hour
Reserved capacity
Contact sales
- Committed clusters at discounted rates
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
CoreWeave
- Huge GPU capacity
- Built for AI workloads
- Integrated W&B tooling
- Mostly sold via sales contracts
- Not aimed at small teams
- Pricing not transparent
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 CoreWeave if you want:
- Huge GPU capacity
- Built for AI workloads
- Integrated W&B tooling
Watch out: mostly sold via sales contracts.
Amazon Bedrock vs CoreWeave FAQ
What is the difference between Amazon Bedrock and CoreWeave?
Amazon Bedrock: AWS service for calling Claude, Llama, Nova and other models via one API. CoreWeave: Specialized AI cloud for large-scale GPU training and inference. Both are models & apis tools.
Is Amazon Bedrock or CoreWeave cheaper?
Amazon Bedrock starts at See pricing page and CoreWeave starts at See pricing page. Check both pricing pages for current plans.
Do Amazon Bedrock and CoreWeave have free plans?
Amazon Bedrock: No. CoreWeave: No.
Who makes Amazon Bedrock?
Amazon Bedrock is made by Amazon Web Services, based in United States.
Who makes CoreWeave?
CoreWeave is made by CoreWeave, based in United States.
Which should I choose, Amazon Bedrock or CoreWeave?
Choose Amazon Bedrock if you value fits existing aws security setup and broad model catalog. Choose CoreWeave if you value huge gpu capacity and built for ai workloads.