What is the difference between Amazon AWS and Cudo Compute?

Amazon AWS and Cudo Compute 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 Cudo Compute?

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 Cudo Compute?

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 8 different GPU models across both Amazon AWS and Cudo Compute, with 0 models available from both providers.

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Amazon AWS vs Cudo Compute

Compare GPU and LLM inference API pricing between Amazon AWS and Cudo Compute. Find the best rates for AI training, inference, and ML workloads.

Amazon AWS

Provider 1

GPUs Available

Visit Website

Cudo Compute

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

Amazon AWS GPUs

Cudo Compute GPUs

Direct Comparisons

Average Price Difference: $3.04/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 8Both available: 2Amazon AWS: 7Cudo Compute: 3

Showing 8 of 8 GPUs

Last updated: 9/6/2026, 2:49:16 PM

GPU Model ↑	Amazon AWS Price	Cudo Compute 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: 9/6/2026 ★Best Price Not Available AWS EC2 Pricing API
A100 PCIE 40GB VRAM • Cudo Compute	Not Available	$1.50/hr★ Best	—	Cudo Compute API
A100 PCIE 40GB VRAM • Not Available Cudo Compute $1.50/hour Updated: 9/6/2026 ★Best Price Cudo Compute 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: 9/6/2026 ★Best Price Not Available AWS EC2 Pricing API
H100 SXM 80GB VRAM • Amazon AWSCudo Compute	$6.88/hr 8x GPU	$1.79/hr★ Best	↑+$5.09(+284.4%)	AWS EC2 Pricing API Cudo Compute API
H100 SXM 80GB VRAM • Amazon AWS $6.88/hour 8x GPU configuration Updated: 9/6/2026 Cudo Compute $1.79/hour Updated: 9/6/2026 ★Best Price Price Difference:↑+$5.09(+284.4%) AWS EC2 Pricing API Cudo Compute 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: 9/6/2026 ★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: 9/6/2026 ★Best Price Not Available AWS EC2 Pricing API
L40S 48GB VRAM • Amazon AWSCudo Compute	$1.86/hr	$0.87/hr★ Best	↑+$0.99(+113.9%)	AWS EC2 Pricing API Cudo Compute API
L40S 48GB VRAM • Amazon AWS $1.86/hour Updated: 9/6/2026 Cudo Compute $0.87/hour Updated: 9/6/2026 ★Best Price Price Difference:↑+$0.99(+113.9%) AWS EC2 Pricing API Cudo Compute API
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: 9/6/2026 ★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: 9/6/2026 ★Best Price Not Available AWS EC2 Pricing API
A100 PCIE 40GB VRAM • Cudo Compute	Not Available	$1.50/hr★ Best	—	Cudo Compute API
A100 PCIE 40GB VRAM • Not Available Cudo Compute $1.50/hour Updated: 9/6/2026 ★Best Price Cudo Compute 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: 9/6/2026 ★Best Price Not Available AWS EC2 Pricing API
H100 SXM 80GB VRAM • Amazon AWSCudo Compute	$6.88/hr 8x GPU	$1.79/hr★ Best	↑+$5.09(+284.4%)	AWS EC2 Pricing API Cudo Compute API
H100 SXM 80GB VRAM • Amazon AWS $6.88/hour 8x GPU configuration Updated: 9/6/2026 Cudo Compute $1.79/hour Updated: 9/6/2026 ★Best Price Price Difference:↑+$5.09(+284.4%) AWS EC2 Pricing API Cudo Compute 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: 9/6/2026 ★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: 9/6/2026 ★Best Price Not Available AWS EC2 Pricing API
L40S 48GB VRAM • Amazon AWSCudo Compute	$1.86/hr	$0.87/hr★ Best	↑+$0.99(+113.9%)	AWS EC2 Pricing API Cudo Compute API
L40S 48GB VRAM • Amazon AWS $1.86/hour Updated: 9/6/2026 Cudo Compute $0.87/hour Updated: 9/6/2026 ★Best Price Price Difference:↑+$0.99(+113.9%) AWS EC2 Pricing API Cudo Compute API
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: 9/6/2026 ★Best Price Not Available AWS EC2 Pricing API

LLM API Pricing Comparison

Total models: 55Both available: 0Amazon AWS: 55Cudo Compute: 0

Showing 15 of 55 models

Prices per 1M tokens · Last updated: 9/6/2026, 2:49:16 PM

Model ↑	Amazon AWS	Cudo Compute	Input Diff ↕
Claude 3 Haiku Anthropic	$0.250 in $1.25 out	Not available	—
Claude 3.5 Haiku Anthropic	$0.800 in $4.00 out	Not available	—
Claude 3.5 Sonnet Anthropic	$3.00 in $15.00 out	Not available	—
Claude 3.7 Sonnet Anthropic	$3.00 in $15.00 out	Not available	—
Claude Haiku 4.5 Anthropic	$1.10 in $5.50 out	Not available	—
Claude Opus 4.1 Anthropic	$15.00 in $75.00 out	Not available	—
Claude Opus 4.5 Anthropic	$5.50 in $27.50 out	Not available	—
Claude Opus 4.6 Anthropic	$5.50 in $27.50 out	Not available	—
Claude Sonnet 4.5 Anthropic	$3.30 in $16.50 out	Not available	—
DeepSeek V3.2 DeepSeek	$0.620 in $1.85 out	Not available	—
Gemma 3 12B Google	$0.090 in $0.290 out	Not available	—
Gemma 3 27B Google	$0.230 in $0.380 out	Not available	—
Gemma 3 4B Google	$0.040 in $0.080 out	Not available	—
GLM 4.7 Flash Zhipu	$0.070 in $0.400 out	Not available	—
GLM-4.7 Zhipu	$0.600 in $2.20 out	Not available	—

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

Cudo Compute

Enterprise GPU infrastructure
Dedicated access to NVIDIA GPUs including GB300, B300, VR200, GB200 NVL72, HGX B200, H200, and H100 in SXM and PCIe form factors
AI clusters
Multi-node GPU clusters for training and inference, commissioned to acceptance criteria before entering production
Regional deployment
Infrastructure across the UK, EU, North America, APAC, and the Middle East with in-region options for latency, residency, and regulatory needs
Managed operations
Foundational SRE included as standard with 24/7 monitoring, incident response, firmware management, and NVIDIA escalation paths
API and automation
REST API and documented workflows for provisioning, scaling, and lifecycle automation
Security and sovereignty
Controlled environments for enterprise and regulated workloads with jurisdictional control and sovereign data residency enforcement

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

Cudo Compute

Advantages

Current NVIDIA lineup spanning GB300, B300, VR200, GB200 NVL72, HGX B200, H200, and H100 systems
Data center coverage across UK, EU, North America, APAC, and Middle East for latency and residency requirements
Full lifecycle delivery covering architecture, deployment, and 24/7 operations by NVIDIA-certified engineers
ISO 27001 and SOC 2 aligned environments with GDPR-aligned operations and sovereign data residency enforcement

Considerations

Catalog GPU systems are quote-on-request, so published rates are not available for comparison
Positioned for enterprise cluster deployments rather than small-scale or experimental use
Smaller managed service ecosystem than hyperscalers

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

Cudo Compute

GPU Cloud

On-demand and reserved GPU VMs with configurable vCPU, memory, and storage.

Hourly per-GPU billing for NVIDIA H100 and H200 instances
Elastic storage and IPv4 reservation per instance

AI Clusters

Dedicated multi-node GPU clusters for high-performance training and inference.

Supports H200, H100, HGX B200, GB200 NVL72, B300, and GB300 cluster builds
Automated deployment using golden images, health checks, and benchmarking frameworks

Network and Storage

InfiniBand and Ethernet fabrics with high-performance storage for cluster workloads.

InfiniBand fabric design for multi-node training
High-performance storage built on VAST, Weka, or DDN

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.

EC2 Capacity Blocks for ML

Reserve accelerated compute capacity for a future start date and a defined duration; billed as an upfront reservation fee plus an operating system fee.

Cudo Compute

On-demand GPU VMs

Hourly per-GPU billing for virtual machine instances with no commitment

Quote-based cluster pricing

GPU systems in the published catalog are priced on request, with enquiries handled by the sales team

OPEX consumption models

Consumption-based commercial structures for predictable spend on long-term deployments

Long-term commercial agreements

Multi-year structures with defined upgrade paths across GPU generations and into multi-site environments

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.

Cudo Compute

Get Started

1
Contact the team
Submit an enquiry from the pricing or contact page describing your workload, capacity, and region requirements.
2
Choose a region
Select a jurisdiction in the UK, EU, North America, APAC, or the Middle East to meet latency, residency, and compliance needs.
3
Design
Cudo produces an NVIDIA reference-aligned architecture covering InfiniBand fabric, storage, power, cooling, and rack layout.
4
Deploy
Systems are sourced through OEM channels including Dell, Lenovo, Supermicro, and HPE, then installed at power-ready sites against confirmed timelines.
5
Run
Clusters are commissioned to acceptance criteria and operated with 24/7 monitoring, incident response, and firmware management.

Support & Global Availability

Amazon AWS

Global Regions

39 geographic regions and 123 availability zones worldwide.

Support

Basic (free), Developer, Business, Enterprise support plans with varying response times and features. Extensive documentation, forums, and training resources.

Cudo Compute

Global Regions

Global infrastructure across UK, EU, North America, APAC, and Middle East with ISO 27001-certified facilities and sovereign data residency options

Support

Enterprise SLAs with 24/7 infrastructure monitoring, L3 incident response, and lifecycle operations delivered by NVIDIA-certified engineers; sales and technical enquiries via the contact page.