Amazon AWS vs Groq
Compare GPU pricing, features, and specifications between Amazon AWS and Groq cloud providers. Find the best deals for AI training, inference, and ML workloads.
Amazon AWS
Provider 1
Groq
Provider 2
Comparison Overview
GPU Pricing Comparison
| GPU Model ↑ | Amazon AWS Price | Groq 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 AWS | $0.18/hr★ Best 8x GPU | Not Available | — | |
A100 SXM 80GB VRAM • | ||||
B200 192GB VRAM • Amazon AWS | $0.15/hr★ Best 72x GPU | Not Available | — | |
B200 192GB VRAM • | ||||
H100 80GB VRAM • Amazon AWS | $0.49/hr★ Best 8x GPU | Not Available | — | |
H100 80GB VRAM • | ||||
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 • | ||||
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 AWS | $0.18/hr★ Best 8x GPU | Not Available | — | |
A100 SXM 80GB VRAM • | ||||
B200 192GB VRAM • Amazon AWS | $0.15/hr★ Best 72x GPU | Not Available | — | |
B200 192GB VRAM • | ||||
H100 80GB VRAM • Amazon AWS | $0.49/hr★ Best 8x GPU | Not Available | — | |
H100 80GB VRAM • | ||||
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 • | ||||
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
Groq
- LPU-Powered Inference
Custom Language Processing Units deliver industry-leading inference speeds
- OpenAI-Compatible API
Drop-in replacement for OpenAI API with minimal code changes
- Free Tier Available
Generous free tier for experimentation and small projects
- Ultra-Low Latency
Sub-second time-to-first-token for interactive applications
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
Groq
Advantages
- Fastest inference speeds in the industry (500+ tokens/second)
- OpenAI-compatible API for easy integration
- Competitive pricing for open-source models
- Free tier available for testing
Considerations
- Limited model selection compared to larger providers
- Focus on inference only - no training capabilities
- Newer platform with less ecosystem maturity
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
Groq
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.
Groq
Pay-per-token
Simple token-based pricing with separate input/output rates
Free tier
Rate-limited free access for development and testing
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.
Groq
- 1
Create an account
Sign up at console.groq.com with email or OAuth
- 2
Get API key
Generate an API key from the console dashboard
- 3
Make API calls
Use the OpenAI-compatible endpoint with your preferred 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.
Groq
Global Regions
Global availability via cloud infrastructure
Support
Documentation, Discord community, email support
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