What is the difference between AkashML and Amazon AWS?

AkashML and Amazon AWS 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: AkashML or Amazon AWS?

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 AkashML and Amazon AWS?

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 AkashML and Amazon AWS, with 0 models available from both providers.

AkashML vs Amazon AWS

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

AkashML

Provider 1

GPUs Available

Visit Website

Amazon AWS

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

AkashML GPUs

Amazon AWS GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 10Both available: 0AkashML: 0Amazon AWS: 10

Showing 10 of 10 GPUs

Last updated: 11/13/2026, 1:26:48 AM

GPU Model ↑	AkashML Price	Amazon AWS Price	Price Diff ↕	Sources
A10 24GB VRAM • Amazon AWS	Not Available	$1.01/hr★ Best	—	AWS EC2 Pricing API
A10 24GB VRAM • Not Available Amazon AWS $1.01/hour Updated: 11/12/2026 ★Best Price AWS EC2 Pricing API
A100 SXM 40GB 40GB VRAM • Amazon AWS	Not Available	$2.74/hr★ Best 8x GPU	—	AWS EC2 Pricing API
A100 SXM 40GB 40GB VRAM • Not Available Amazon AWS $2.74/hour 8x GPU configuration Updated: 11/12/2026 ★Best Price AWS EC2 Pricing API
A100 SXM 80GB 80GB VRAM • Amazon AWS	Not Available	$3.43/hr★ Best 8x GPU	—	AWS EC2 Pricing API
A100 SXM 80GB 80GB VRAM • Not Available Amazon AWS $3.43/hour 8x GPU configuration Updated: 11/12/2026 ★Best Price AWS EC2 Pricing API
B200 180GB VRAM • Amazon AWS	Not Available	$14.24/hr★ Best 8x GPU	—	AWS EC2 Pricing API
B200 180GB VRAM • Not Available Amazon AWS $14.24/hour 8x GPU configuration Updated: 11/12/2026 ★Best Price AWS EC2 Pricing API
H100 SXM 80GB VRAM • Amazon AWS	Not Available	$6.88/hr★ Best	—	AWS EC2 Pricing API
H100 SXM 80GB VRAM • Not Available Amazon AWS $6.88/hour Updated: 11/12/2026 ★Best Price AWS EC2 Pricing API
H200 SXM 141GB VRAM • Amazon AWS	Not Available	$7.91/hr★ Best 8x GPU	—	AWS EC2 Pricing API
H200 SXM 141GB VRAM • Not Available Amazon AWS $7.91/hour 8x GPU configuration Updated: 11/12/2026 ★Best Price AWS EC2 Pricing API
HGX B300 288GB VRAM • Amazon AWS	Not Available	$17.80/hr★ Best 8x GPU	—	AWS EC2 Pricing API
HGX B300 288GB VRAM • Not Available Amazon AWS $17.80/hour 8x GPU configuration Updated: 11/12/2026 ★Best Price AWS EC2 Pricing API
L4 24GB VRAM • Amazon AWS	Not Available	$0.80/hr★ Best	—	AWS EC2 Pricing API
L4 24GB VRAM • Not Available Amazon AWS $0.80/hour Updated: 11/12/2026 ★Best Price AWS EC2 Pricing API
L40S 48GB VRAM • Amazon AWS	Not Available	$1.86/hr★ Best	—	AWS EC2 Pricing API
L40S 48GB VRAM • Not Available Amazon AWS $1.86/hour Updated: 11/12/2026 ★Best Price AWS EC2 Pricing API
Tesla T4 16GB VRAM • Amazon AWS	Not Available	$0.53/hr★ Best	—	AWS EC2 Pricing API
Tesla T4 16GB VRAM • Not Available Amazon AWS $0.53/hour Updated: 11/12/2026 ★Best Price AWS EC2 Pricing API

A10 24GB VRAM • Amazon AWS	Not Available	$1.01/hr★ Best	—	AWS EC2 Pricing API
A10 24GB VRAM • Not Available Amazon AWS $1.01/hour Updated: 11/12/2026 ★Best Price AWS EC2 Pricing API
A100 SXM 40GB 40GB VRAM • Amazon AWS	Not Available	$2.74/hr★ Best 8x GPU	—	AWS EC2 Pricing API
A100 SXM 40GB 40GB VRAM • Not Available Amazon AWS $2.74/hour 8x GPU configuration Updated: 11/12/2026 ★Best Price AWS EC2 Pricing API
A100 SXM 80GB 80GB VRAM • Amazon AWS	Not Available	$3.43/hr★ Best 8x GPU	—	AWS EC2 Pricing API
A100 SXM 80GB 80GB VRAM • Not Available Amazon AWS $3.43/hour 8x GPU configuration Updated: 11/12/2026 ★Best Price AWS EC2 Pricing API
B200 180GB VRAM • Amazon AWS	Not Available	$14.24/hr★ Best 8x GPU	—	AWS EC2 Pricing API
B200 180GB VRAM • Not Available Amazon AWS $14.24/hour 8x GPU configuration Updated: 11/12/2026 ★Best Price AWS EC2 Pricing API
H100 SXM 80GB VRAM • Amazon AWS	Not Available	$6.88/hr★ Best	—	AWS EC2 Pricing API
H100 SXM 80GB VRAM • Not Available Amazon AWS $6.88/hour Updated: 11/12/2026 ★Best Price AWS EC2 Pricing API
H200 SXM 141GB VRAM • Amazon AWS	Not Available	$7.91/hr★ Best 8x GPU	—	AWS EC2 Pricing API
H200 SXM 141GB VRAM • Not Available Amazon AWS $7.91/hour 8x GPU configuration Updated: 11/12/2026 ★Best Price AWS EC2 Pricing API
HGX B300 288GB VRAM • Amazon AWS	Not Available	$17.80/hr★ Best 8x GPU	—	AWS EC2 Pricing API
HGX B300 288GB VRAM • Not Available Amazon AWS $17.80/hour 8x GPU configuration Updated: 11/12/2026 ★Best Price AWS EC2 Pricing API
L4 24GB VRAM • Amazon AWS	Not Available	$0.80/hr★ Best	—	AWS EC2 Pricing API
L4 24GB VRAM • Not Available Amazon AWS $0.80/hour Updated: 11/12/2026 ★Best Price AWS EC2 Pricing API
L40S 48GB VRAM • Amazon AWS	Not Available	$1.86/hr★ Best	—	AWS EC2 Pricing API
L40S 48GB VRAM • Not Available Amazon AWS $1.86/hour Updated: 11/12/2026 ★Best Price AWS EC2 Pricing API
Tesla T4 16GB VRAM • Amazon AWS	Not Available	$0.53/hr★ Best	—	AWS EC2 Pricing API
Tesla T4 16GB VRAM • Not Available Amazon AWS $0.53/hour Updated: 11/12/2026 ★Best Price AWS EC2 Pricing API

LLM API Pricing Comparison

Total models: 56Both available: 3AkashML: 7Amazon AWS: 52

Showing 15 of 56 models

Prices per 1M tokens · Last updated: 11/13/2026, 1:26:48 AM

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

Features Comparison

AkashML

Decentralized Infrastructure
Utilizes Akash's global resources for AI inference.
Low Latency
Optimized for fastest request times with global reach.
Open Model Lifecycle
Users have control over updates and upgrades.
Seamless Migration
Drop-in API compatibility for easy transitions.
Direct Support
Real-time assistance from engineers without intermediaries.

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

Pros & Cons

AkashML

Advantages

Global infrastructure for reduced latency
Decentralized network may offer cost efficiency
Flexible deployment options at scale
User control over model lifecycle and upgrades

Considerations

Limited availability of specific models
Dependency on the Akash Network for performance
Initial setup may require some technical knowledge

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

Compute Services

AkashML

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

Pricing Options

AkashML

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.

Getting Started

AkashML

Get Started

1
Sign up
Create a free account on the AkashML platform.
2
Set up your workflow
Select models and deploy with a single click or API call.
3
Run inference
Send requests via API or Playground, adjusting scale as needed.

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.

Support & Global Availability

AkashML

Global Regions

Global, with over 80 datacenters available

Support

Real-time chat with platform engineers available via Slack.

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.