What is the difference between Amazon AWS and TensorWave?

Amazon AWS and TensorWave 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 TensorWave?

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 TensorWave?

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 10 different GPU models across both Amazon AWS and TensorWave, with 0 models available from both providers.

Amazon AWS vs TensorWave GPU Cloud Pricing 2026

GPU Pricing Comparison

Total GPUs: 10Both available: 0Amazon AWS: 7TensorWave: 3

Showing 10 of 10 GPUs

Last updated: 4/21/2026, 6:05:52 PM

GPU Model ↑	Amazon AWS Price	TensorWave Price	Price Diff ↕	Sources
A10 24GB VRAM • Amazon AWS	$1.01/hr★ Best	Not Available	—	AWS EC2 Pricing API
A10 24GB VRAM • Amazon AWS $1.01/hour Updated: 4/21/2026 ★Best Price Not Available AWS EC2 Pricing API
A100 SXM 80GB VRAM • Amazon AWS	$2.74/hr★ Best 8x GPU	Not Available	—	AWS EC2 Pricing API
A100 SXM 80GB VRAM • Amazon AWS $2.74/hour 8x GPU configuration Updated: 4/21/2026 ★Best Price Not Available AWS EC2 Pricing API
H100 SXM 80GB VRAM • Amazon AWS	$6.88/hr★ Best 8x GPU	Not Available	—	AWS EC2 Pricing API
H100 SXM 80GB VRAM • Amazon AWS $6.88/hour 8x GPU configuration Updated: 4/21/2026 ★Best Price Not Available AWS EC2 Pricing API
H200 141GB VRAM • Amazon AWS	$7.91/hr★ Best 8x GPU	Not Available	—	AWS EC2 Pricing API
H200 141GB VRAM • Amazon AWS $7.91/hour 8x GPU configuration Updated: 4/21/2026 ★Best Price Not Available AWS EC2 Pricing API
L4 24GB VRAM • Amazon AWS	$0.80/hr★ Best	Not Available	—	AWS EC2 Pricing API
L4 24GB VRAM • Amazon AWS $0.80/hour Updated: 4/21/2026 ★Best Price Not Available AWS EC2 Pricing API
L40S 48GB VRAM • Amazon AWS	$1.86/hr★ Best	Not Available	—	AWS EC2 Pricing API
L40S 48GB VRAM • Amazon AWS $1.86/hour Updated: 4/21/2026 ★Best Price Not Available AWS EC2 Pricing API
MI300X 192GB VRAM • TensorWave	Not Available	$1.71/hr★ Best	—	TensorWave
MI300X 192GB VRAM • Not Available TensorWave $1.71/hour Updated: 4/19/2026 ★Best Price TensorWave
MI325X 256GB VRAM • TensorWave	Not Available	$2.25/hr★ Best	—	TensorWave
MI325X 256GB VRAM • Not Available TensorWave $2.25/hour Updated: 4/19/2026 ★Best Price TensorWave
MI355X 288GB VRAM • TensorWave	Not Available	$2.95/hr★ Best	—	TensorWave
MI355X 288GB VRAM • Not Available TensorWave $2.95/hour Updated: 4/19/2026 ★Best Price TensorWave
Tesla T4 16GB VRAM • Amazon AWS	$0.53/hr★ Best	Not Available	—	AWS EC2 Pricing API
Tesla T4 16GB VRAM • Amazon AWS $0.53/hour Updated: 4/21/2026 ★Best Price Not Available AWS EC2 Pricing API

A10 24GB VRAM • Amazon AWS	$1.01/hr★ Best	Not Available	—	AWS EC2 Pricing API
A10 24GB VRAM • Amazon AWS $1.01/hour Updated: 4/21/2026 ★Best Price Not Available AWS EC2 Pricing API
A100 SXM 80GB VRAM • Amazon AWS	$2.74/hr★ Best 8x GPU	Not Available	—	AWS EC2 Pricing API
A100 SXM 80GB VRAM • Amazon AWS $2.74/hour 8x GPU configuration Updated: 4/21/2026 ★Best Price Not Available AWS EC2 Pricing API
H100 SXM 80GB VRAM • Amazon AWS	$6.88/hr★ Best 8x GPU	Not Available	—	AWS EC2 Pricing API
H100 SXM 80GB VRAM • Amazon AWS $6.88/hour 8x GPU configuration Updated: 4/21/2026 ★Best Price Not Available AWS EC2 Pricing API
H200 141GB VRAM • Amazon AWS	$7.91/hr★ Best 8x GPU	Not Available	—	AWS EC2 Pricing API
H200 141GB VRAM • Amazon AWS $7.91/hour 8x GPU configuration Updated: 4/21/2026 ★Best Price Not Available AWS EC2 Pricing API
L4 24GB VRAM • Amazon AWS	$0.80/hr★ Best	Not Available	—	AWS EC2 Pricing API
L4 24GB VRAM • Amazon AWS $0.80/hour Updated: 4/21/2026 ★Best Price Not Available AWS EC2 Pricing API
L40S 48GB VRAM • Amazon AWS	$1.86/hr★ Best	Not Available	—	AWS EC2 Pricing API
L40S 48GB VRAM • Amazon AWS $1.86/hour Updated: 4/21/2026 ★Best Price Not Available AWS EC2 Pricing API
MI300X 192GB VRAM • TensorWave	Not Available	$1.71/hr★ Best	—	TensorWave
MI300X 192GB VRAM • Not Available TensorWave $1.71/hour Updated: 4/19/2026 ★Best Price TensorWave
MI325X 256GB VRAM • TensorWave	Not Available	$2.25/hr★ Best	—	TensorWave
MI325X 256GB VRAM • Not Available TensorWave $2.25/hour Updated: 4/19/2026 ★Best Price TensorWave
MI355X 288GB VRAM • TensorWave	Not Available	$2.95/hr★ Best	—	TensorWave
MI355X 288GB VRAM • Not Available TensorWave $2.95/hour Updated: 4/19/2026 ★Best Price TensorWave
Tesla T4 16GB VRAM • Amazon AWS	$0.53/hr★ Best	Not Available	—	AWS EC2 Pricing API
Tesla T4 16GB VRAM • Amazon AWS $0.53/hour Updated: 4/21/2026 ★Best Price Not Available AWS EC2 Pricing API

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

TensorWave

AMD Instinct Accelerators
Powered by AMD Instinct™ Series GPUs including MI355X, MI325X, and MI300X for high-performance AI workloads.
Ultra-High VRAM GPUs
Offers instances with up to 288GB of HBM3e VRAM per GPU, ideal for large models and memory-intensive workloads.
Bare Metal & Managed Clusters
Provides both bare metal servers for maximum control and managed Kubernetes/Slurm clusters for orchestration.
Direct Liquid Cooling
Utilizes direct liquid cooling delivering up to 51% data center energy cost savings and improved efficiency.
UEC-Ready Infrastructure
Complete architecture that optimizes next-generation Ethernet for AI and HPC networking with high-speed storage.
Enterprise Security & Compliance
SOC2 Type II certified and HIPAA compliant infrastructure for secure AI workloads.

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

TensorWave

Advantages

First-to-market with latest AMD accelerators (MI355X, MI325X)
Industry-leading VRAM capacity up to 288GB per GPU
Claims better price-to-performance than competitors
SOC2 Type II certified and HIPAA compliant

Considerations

A newer and less established company (founded in 2023)
Exclusively focused on AMD, which may be a limitation for some users
AMD ecosystem still smaller than NVIDIA for some ML frameworks

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

TensorWave

AMD GPU Instances

Bare metal servers and managed Kubernetes clusters with AMD Instinct GPUs.

Managed Kubernetes

Kubernetes clusters for orchestrated AI workloads.

Scalable from 8 to 1024 GPUs
Interconnected with 3.2TB/s RoCE v2 networking

Inference Platform (Manifest)

An enterprise inference platform designed for larger context windows and reduced latency.

Accelerated reasoning
Secure and private data storage

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.

TensorWave

Dedicated Bare Metal

Guaranteed availability with full root access and transparent hourly pricing for MI355X, MI325X, and MI300X GPUs

Enterprise Clusters

Custom pricing for multi-node clusters with tailored networking configurations

High-Speed Storage

Custom pricing for high-performance storage powered by Weka file system

Flat-Rate Pricing

Predictable costs without tokenized pricing models or hidden fees

Volume Discounts

Reduced costs for long-term contracts and high-volume usage commitments

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.

TensorWave

Get Started

1
Request Access
Sign up on the TensorWave website to get access to their platform.
2
Choose a Service
Select between Bare Metal servers or a managed Kubernetes cluster.
3
Follow Quickstarts
Utilize the documentation and quick-start guides for PyTorch, Docker, Kubernetes, and other tools.
4
Deploy Your Model
Deploy your AI model for training, fine-tuning, or inference.

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.

TensorWave

Global Regions

Primary data center and headquarters are located in Las Vegas, Nevada. The company is building the largest AMD-specific AI training cluster in North America.

Support

Offers 'white-glove' onboarding and 24/7 dedicated AI/ML solutions engineers, extensive documentation with quickstart guides, and enterprise-grade support.