What is the difference between Amazon AWS and Cohere?

Amazon AWS and Cohere are both cloud GPU providers offering different pricing models, features, and GPU availability. Use our comparison tool to see real-time pricing and feature differences.

Which is cheaper: Amazon AWS or Cohere?

Pricing varies by GPU model and usage requirements. Check our real-time comparison table to find the best deals for your specific needs.

Can I switch between Amazon AWS and Cohere?

Yes, both providers offer flexible cloud GPU services. However, consider factors like data transfer costs, setup time, and specific features when switching between providers.

How many GPU models are available for comparison?

We track pricing for 7 different GPU models across both Amazon AWS and Cohere, with 0 models available from both providers.

Amazon AWS vs Cohere

Compare GPU pricing, features, and specifications between Amazon AWS and Cohere cloud providers. Find the best deals for AI training, inference, and ML workloads.

Amazon AWS

Provider 1

GPUs Available

Visit Website

Cohere

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

Amazon AWS GPUs

Cohere GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 7Both available: 0Amazon AWS: 7Cohere: 0

Showing 7 of 7 GPUs

Last updated: 3/6/2026, 3:47:59 PM

GPU Model ↑	Amazon AWS Price	Cohere Price	Price Diff ↕	Sources
A10 24GB VRAM • Amazon AWS	$1.42/hr★ Best 4x GPU	Not Available	—	Shadeform
A10 24GB VRAM • Amazon AWS $1.42/hour 4x GPU configuration Updated: 2/24/2025 ★Best Price Not Available Shadeform
A100 PCIE 40GB VRAM • Amazon AWS	$1.48/hr★ Best 8x GPU	Not Available	—	AWS
A100 PCIE 40GB VRAM • Amazon AWS $1.48/hour 8x GPU configuration Updated: 3/31/2025 ★Best Price Not Available AWS
A100 SXM 80GB VRAM • Amazon AWS	$0.18/hr★ Best 8x GPU	Not Available	—	Amazon AWS
A100 SXM 80GB VRAM • Amazon AWS $0.18/hour 8x GPU configuration Updated: 3/3/2026 ★Best Price Not Available Amazon AWS
B200 192GB VRAM • Amazon AWS	$0.15/hr★ Best 72x GPU	Not Available	—	Amazon AWS
B200 192GB VRAM • Amazon AWS $0.15/hour 72x GPU configuration Updated: 3/3/2026 ★Best Price Not Available Amazon AWS
H100 80GB VRAM • Amazon AWS	$0.49/hr★ Best 8x GPU	Not Available	—	Amazon AWS
H100 80GB VRAM • Amazon AWS $0.49/hour 8x GPU configuration Updated: 3/3/2026 ★Best Price Not Available Amazon AWS
H200 141GB VRAM • Amazon AWS	$0.62/hr★ Best 8x GPU	Not Available	—	Amazon AWS
H200 141GB VRAM • Amazon AWS $0.62/hour 8x GPU configuration Updated: 3/3/2026 ★Best Price Not Available Amazon AWS
HGX B300 288GB VRAM • Amazon AWS	$1.46/hr★ Best 8x GPU	Not Available	—	Amazon AWS
HGX B300 288GB VRAM • Amazon AWS $1.46/hour 8x GPU configuration Updated: 3/3/2026 ★Best Price Not Available Amazon AWS

A10 24GB VRAM • Amazon AWS	$1.42/hr★ Best 4x GPU	Not Available	—	Shadeform
A10 24GB VRAM • Amazon AWS $1.42/hour 4x GPU configuration Updated: 2/24/2025 ★Best Price Not Available Shadeform
A100 PCIE 40GB VRAM • Amazon AWS	$1.48/hr★ Best 8x GPU	Not Available	—	AWS
A100 PCIE 40GB VRAM • Amazon AWS $1.48/hour 8x GPU configuration Updated: 3/31/2025 ★Best Price Not Available AWS
A100 SXM 80GB VRAM • Amazon AWS	$0.18/hr★ Best 8x GPU	Not Available	—	Amazon AWS
A100 SXM 80GB VRAM • Amazon AWS $0.18/hour 8x GPU configuration Updated: 3/3/2026 ★Best Price Not Available Amazon AWS
B200 192GB VRAM • Amazon AWS	$0.15/hr★ Best 72x GPU	Not Available	—	Amazon AWS
B200 192GB VRAM • Amazon AWS $0.15/hour 72x GPU configuration Updated: 3/3/2026 ★Best Price Not Available Amazon AWS
H100 80GB VRAM • Amazon AWS	$0.49/hr★ Best 8x GPU	Not Available	—	Amazon AWS
H100 80GB VRAM • Amazon AWS $0.49/hour 8x GPU configuration Updated: 3/3/2026 ★Best Price Not Available Amazon AWS
H200 141GB VRAM • Amazon AWS	$0.62/hr★ Best 8x GPU	Not Available	—	Amazon AWS
H200 141GB VRAM • Amazon AWS $0.62/hour 8x GPU configuration Updated: 3/3/2026 ★Best Price Not Available Amazon AWS
HGX B300 288GB VRAM • Amazon AWS	$1.46/hr★ Best 8x GPU	Not Available	—	Amazon AWS
HGX B300 288GB VRAM • Amazon AWS $1.46/hour 8x GPU configuration Updated: 3/3/2026 ★Best Price Not Available Amazon AWS

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

Cohere

Command Model Family
High-performance language models supporting 23 languages with Command, Command R, and Command R+ variants
Aya Multilingual Models
Research-grade multilingual models (8B and 32B) excelling across diverse languages
Embed & Rerank
Multimodal semantic search and relevance optimization for retrieval-augmented generation
Flexible Deployment
Deploy via cloud API, virtual private cloud, on-premises, or Cohere-managed Model Vault
Enterprise Platform (North)
Enterprise-ready AI platform for workplace productivity with intelligent search
Model Customization
Fine-tune models on proprietary data for domain-specific 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

Cohere

Advantages

Strong enterprise security and compliance focus
Flexible deployment options including on-premises
Excellent multilingual support with Aya models
Competitive pricing for high-quality models

Considerations

Smaller model ecosystem compared to OpenAI or Anthropic
Less name recognition in consumer AI space
Enterprise features may be overkill for smaller projects

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

Cohere

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.

Cohere

Pay-per-token

Per million token pricing starting at $0.30/$0.60 for Command-light

Trial API Key

Free tier with rate limiting for development and testing

Enterprise

Custom pricing for dedicated deployments, Model Vault, and on-premises

Getting Started

Amazon AWS

Get Started

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.

Cohere

Get Started

1
Create Cohere account
Sign up at dashboard.cohere.com
2
Get API key
Generate a trial or production API key from the dashboard
3
Install SDK
pip install cohere (Python) or npm install cohere-ai (TypeScript)
4
Make first API call
Call the Chat or Generate endpoint with your API key

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.

Cohere

Global Regions

Global API access with deployment options including AWS, GCP, Azure, and on-premises installations

Support

Documentation, API reference, cookbooks, Discord community, and enterprise support options