Amazon AWS vs Replicate
Compare GPU pricing, features, and specifications between Amazon AWS and Replicate cloud providers. Find the best deals for AI training, inference, and ML workloads.
Amazon AWS
Provider 1
Replicate
Provider 2
Comparison Overview
Average Price Difference: $4.93/hour between comparable GPUs
GPU Pricing Comparison
| GPU Model ↑ | Amazon AWS Price | Replicate Price | Price Diff ↕ | Sources |
|---|---|---|---|---|
A10 24GB VRAM • Amazon AWS |  $1.42/hr★ Best4x GPU | Not Available | — | |
A10 24GB VRAM • | ||||
A100 PCIE 40GB VRAM • Amazon AWS | $1.48/hr★ Best 8x GPU | Not Available | — | |
A100 PCIE 40GB VRAM • | ||||
A100 SXM 80GB VRAM • Amazon AWSReplicate | $0.18/hr★ Best 8x GPU |  $5.04/hr | ↓$4.86(96.3%) | |
A100 SXM 80GB VRAM • Amazon AWS$0.18/hour 8x GPU configuration Updated: 3/3/2026 ★Best Price Replicate$5.04/hour Updated: 1/28/2026 Price Difference:↓$4.86(96.3%) | ||||
B200 192GB VRAM • Amazon AWS | $0.15/hr★ Best 72x GPU | Not Available | — | |
B200 192GB VRAM • | ||||
H100 80GB VRAM • Amazon AWSReplicate | $0.49/hr★ Best 8x GPU | $5.49/hr | ↓$5.00(91.0%) | |
H100 80GB VRAM • Amazon AWS$0.49/hour 8x GPU configuration Updated: 3/3/2026 ★Best Price Replicate$5.49/hour Updated: 1/28/2026 Price Difference:↓$5.00(91.0%) | ||||
H200 141GB VRAM • Amazon AWS | $0.62/hr★ Best 8x GPU | Not Available | — | |
H200 141GB VRAM • | ||||
HGX B300 288GB VRAM • Amazon AWS | $1.46/hr★ Best 8x GPU | Not Available | — | |
HGX B300 288GB VRAM • | ||||
L40S 48GB VRAM • Replicate | Not Available | $3.51/hr★ Best | — | |
L40S 48GB VRAM • | ||||
Tesla T4 16GB VRAM • Replicate | Not Available | $0.81/hr★ Best | — | |
Tesla T4 16GB VRAM • | ||||
A10 24GB VRAM • Amazon AWS | $1.42/hr★ Best 4x GPU | Not Available | — | |
A10 24GB VRAM • | ||||
A100 PCIE 40GB VRAM • Amazon AWS | $1.48/hr★ Best 8x GPU | Not Available | — | |
A100 PCIE 40GB VRAM • | ||||
A100 SXM 80GB VRAM • Amazon AWSReplicate | $0.18/hr★ Best 8x GPU | $5.04/hr | ↓$4.86(96.3%) | |
A100 SXM 80GB VRAM • Amazon AWS$0.18/hour 8x GPU configuration Updated: 3/3/2026 ★Best Price Replicate$5.04/hour Updated: 1/28/2026 Price Difference:↓$4.86(96.3%) | ||||
B200 192GB VRAM • Amazon AWS | $0.15/hr★ Best 72x GPU | Not Available | — | |
B200 192GB VRAM • | ||||
H100 80GB VRAM • Amazon AWSReplicate | $0.49/hr★ Best 8x GPU | $5.49/hr | ↓$5.00(91.0%) | |
H100 80GB VRAM • Amazon AWS$0.49/hour 8x GPU configuration Updated: 3/3/2026 ★Best Price Replicate$5.49/hour Updated: 1/28/2026 Price Difference:↓$5.00(91.0%) | ||||
H200 141GB VRAM • Amazon AWS | $0.62/hr★ Best 8x GPU | Not Available | — | |
H200 141GB VRAM • | ||||
HGX B300 288GB VRAM • Amazon AWS | $1.46/hr★ Best 8x GPU | Not Available | — | |
HGX B300 288GB VRAM • | ||||
L40S 48GB VRAM • Replicate | Not Available | $3.51/hr★ Best | — | |
L40S 48GB VRAM • | ||||
Tesla T4 16GB VRAM • Replicate | Not Available | $0.81/hr★ Best | — | |
Tesla T4 16GB VRAM • | ||||
Features Comparison
Amazon AWS
- Global Infrastructure
Extensive network of data centers across multiple regions worldwide
- Pay-as-you-go Pricing
Flexible pricing model with no upfront commitments required
- Advanced Security
Comprehensive security tools and compliance certifications
- Auto Scaling
Automatically adjust resources based on demand
- Integrated Services
Extensive ecosystem of services that work seamlessly together
- Developer Tools
Comprehensive suite of tools for development, deployment, and management
Replicate
- Vast Model Library
Access thousands of open-source models including LLMs, image generators, and more
- Simple API
Consistent REST API across all models with webhooks for async processing
- Custom Model Hosting
Deploy your own models using Cog containerization
- Serverless Scaling
Automatic scaling with cold-start optimization
Pros & Cons
Amazon AWS
Advantages
- Broad range of compute options including GPUs
- Highly scalable and reliable infrastructure
- Pay-as-you-go pricing with cost optimization tools
- Extensive global network of data centers
Considerations
- Complex pricing structure
- Steep learning curve for new users
- Potential for unexpected costs without proper management
Replicate
Advantages
- Largest selection of open-source models on one platform
- Simple pay-per-prediction pricing with no minimum
- Easy deployment of custom models via Cog
- Active community contributing new models daily
Considerations
- Cold start latency for less popular models
- Pricing can be unpredictable for high-volume use
- Less optimized than specialized inference providers
Compute Services
Amazon AWS
Amazon EC2
Virtual servers in the cloud with a wide range of instance types.
Amazon ECS
Fully managed container orchestration service.
- Support for Docker containers
- Integration with other AWS services
Amazon EKS
Managed Kubernetes service for container orchestration.
- Certified Kubernetes conformant
- Integrates with AWS networking and security services
Replicate
Pricing Options
Amazon AWS
On-Demand Instances
Pay for compute capacity by the second with no long-term commitments.
Spot Instances
Use spare EC2 capacity at up to 90% off the On-Demand price.
Reserved Instances
Save up to 72% compared to On-Demand pricing with a 1 or 3-year commitment.
Savings Plans
Save up to 72% on compute usage with a 1 or 3-year commitment to a consistent amount of usage.
Replicate
Pay-per-prediction
Charged per model run based on compute time and hardware
Free tier
Limited free predictions for new users
Getting Started
Amazon AWS
- 1
Sign up for AWS
Create an AWS account to access the cloud platform.
- 2
Choose a compute service
Select from EC2, Lambda, or container services based on your workload needs.
- 3
Launch an instance
Configure and launch your first compute instance or container.
- 4
Set up security
Configure security groups and access controls for your resources.
- 5
Monitor and optimize
Use AWS CloudWatch and Compute Optimizer to monitor performance and reduce costs.
Replicate
- 1
Create an account
Sign up at replicate.com with GitHub or email
- 2
Get API token
Copy your API token from account settings
- 3
Run a prediction
Use the API or Python client to run any model
Support & Global Availability
Amazon AWS
Global Regions
30+ regions and 100+ availability zones worldwide.
Support
Basic (free), Developer, Business, Enterprise support plans with varying response times and features. Extensive documentation, forums, and training resources.
Replicate
Global Regions
US-based infrastructure with global CDN
Support
Documentation, Discord community, email support
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