What is the difference between Amazon AWS and Salad Cloud?

Amazon AWS and Salad Cloud 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 Salad Cloud?

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 Salad Cloud?

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 45 different GPU models across both Amazon AWS and Salad Cloud, with 0 models available from both providers.

Amazon AWS vs Salad Cloud

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

Amazon AWS

Provider 1

GPUs Available

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Salad Cloud

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

Amazon AWS GPUs

Salad Cloud GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 45Both available: 0Amazon AWS: 8Salad Cloud: 37

Showing 15 of 45 GPUs

Last updated: 10/28/2026, 2:05:49 AM

GPU Model ↑	Amazon AWS Price	Salad Cloud 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: 10/27/2026 ★Best Price Not Available AWS EC2 Pricing API
A100 SXM 80GB VRAM • Amazon AWS	$3.43/hr★ Best 8x GPU	Not Available	—	AWS EC2 Pricing API
A100 SXM 80GB VRAM • Amazon AWS $3.43/hour 8x GPU configuration Updated: 10/27/2026 ★Best Price Not Available AWS EC2 Pricing API
A100 SXM 40GB 40GB VRAM • Amazon AWS	$2.74/hr★ Best 8x GPU	Not Available	—	AWS EC2 Pricing API
A100 SXM 40GB 40GB VRAM • Amazon AWS $2.74/hour 8x GPU configuration Updated: 10/27/2026 ★Best Price Not Available AWS EC2 Pricing API
GTX 1050 Ti 4GB VRAM • Salad Cloud	Not Available	$0.01/hr★ Best	—	Salad API
GTX 1050 Ti 4GB VRAM • Not Available Salad Cloud $0.01/hour Updated: 10/27/2026 ★Best Price Salad API
GTX 1060 6GB VRAM • Salad Cloud	Not Available	$0.02/hr★ Best	—	Salad API
GTX 1060 6GB VRAM • Not Available Salad Cloud $0.02/hour Updated: 10/27/2026 ★Best Price Salad API
GTX 1650 4GB VRAM • Salad Cloud	Not Available	$0.01/hr★ Best	—	Salad API
GTX 1650 4GB VRAM • Not Available Salad Cloud $0.01/hour Updated: 10/27/2026 ★Best Price Salad API
GTX 1660 6GB VRAM • Salad Cloud	Not Available	$0.02/hr★ Best	—	Salad API
GTX 1660 6GB VRAM • Not Available Salad Cloud $0.02/hour Updated: 10/27/2026 ★Best Price Salad API
GTX 1660 SUPER 6GB VRAM • Salad Cloud	Not Available	$0.02/hr★ Best	—	Salad API
GTX 1660 SUPER 6GB VRAM • Not Available Salad Cloud $0.02/hour Updated: 10/27/2026 ★Best Price Salad 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: 10/27/2026 ★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: 10/27/2026 ★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: 10/27/2026 ★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: 10/27/2026 ★Best Price Not Available AWS EC2 Pricing API
RTX 2060 6GB VRAM • Salad Cloud	Not Available	$0.02/hr★ Best	—	Salad API
RTX 2060 6GB VRAM • Not Available Salad Cloud $0.02/hour Updated: 10/27/2026 ★Best Price Salad API
RTX 2070 8GB VRAM • Salad Cloud	Not Available	$0.02/hr★ Best	—	Salad API
RTX 2070 8GB VRAM • Not Available Salad Cloud $0.02/hour Updated: 10/27/2026 ★Best Price Salad API
RTX 2080 8GB VRAM • Salad Cloud	Not Available	$0.05/hr★ Best	—	Salad API
RTX 2080 8GB VRAM • Not Available Salad Cloud $0.05/hour Updated: 10/27/2026 ★Best Price Salad 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: 10/27/2026 ★Best Price Not Available AWS EC2 Pricing API
A100 SXM 80GB VRAM • Amazon AWS	$3.43/hr★ Best 8x GPU	Not Available	—	AWS EC2 Pricing API
A100 SXM 80GB VRAM • Amazon AWS $3.43/hour 8x GPU configuration Updated: 10/27/2026 ★Best Price Not Available AWS EC2 Pricing API
A100 SXM 40GB 40GB VRAM • Amazon AWS	$2.74/hr★ Best 8x GPU	Not Available	—	AWS EC2 Pricing API
A100 SXM 40GB 40GB VRAM • Amazon AWS $2.74/hour 8x GPU configuration Updated: 10/27/2026 ★Best Price Not Available AWS EC2 Pricing API
GTX 1050 Ti 4GB VRAM • Salad Cloud	Not Available	$0.01/hr★ Best	—	Salad API
GTX 1050 Ti 4GB VRAM • Not Available Salad Cloud $0.01/hour Updated: 10/27/2026 ★Best Price Salad API
GTX 1060 6GB VRAM • Salad Cloud	Not Available	$0.02/hr★ Best	—	Salad API
GTX 1060 6GB VRAM • Not Available Salad Cloud $0.02/hour Updated: 10/27/2026 ★Best Price Salad API
GTX 1650 4GB VRAM • Salad Cloud	Not Available	$0.01/hr★ Best	—	Salad API
GTX 1650 4GB VRAM • Not Available Salad Cloud $0.01/hour Updated: 10/27/2026 ★Best Price Salad API
GTX 1660 6GB VRAM • Salad Cloud	Not Available	$0.02/hr★ Best	—	Salad API
GTX 1660 6GB VRAM • Not Available Salad Cloud $0.02/hour Updated: 10/27/2026 ★Best Price Salad API
GTX 1660 SUPER 6GB VRAM • Salad Cloud	Not Available	$0.02/hr★ Best	—	Salad API
GTX 1660 SUPER 6GB VRAM • Not Available Salad Cloud $0.02/hour Updated: 10/27/2026 ★Best Price Salad 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: 10/27/2026 ★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: 10/27/2026 ★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: 10/27/2026 ★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: 10/27/2026 ★Best Price Not Available AWS EC2 Pricing API
RTX 2060 6GB VRAM • Salad Cloud	Not Available	$0.02/hr★ Best	—	Salad API
RTX 2060 6GB VRAM • Not Available Salad Cloud $0.02/hour Updated: 10/27/2026 ★Best Price Salad API
RTX 2070 8GB VRAM • Salad Cloud	Not Available	$0.02/hr★ Best	—	Salad API
RTX 2070 8GB VRAM • Not Available Salad Cloud $0.02/hour Updated: 10/27/2026 ★Best Price Salad API
RTX 2080 8GB VRAM • Salad Cloud	Not Available	$0.05/hr★ Best	—	Salad API
RTX 2080 8GB VRAM • Not Available Salad Cloud $0.05/hour Updated: 10/27/2026 ★Best Price Salad API

LLM API Pricing Comparison

Total models: 52Both available: 0Amazon AWS: 52Salad Cloud: 0

Showing 15 of 52 models

Prices per 1M tokens · Last updated: 10/28/2026, 2:05:48 AM

Model ↑	Amazon AWS	Salad Cloud	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 Z.ai	$0.070 in $0.400 out	Not available	—
GLM-4.7 Z.ai	$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

Salad Cloud

Community Cloud
On-demand pool of idle consumer GPUs with nodes in 190+ countries, deployed onto through Salad Container Engine.
Salad Container Engine
Managed orchestration that schedules Docker containers onto nodes it does not control, isolates them behind a hypervisor, streams logs, and reallocates work when a node disappears.
Priority Tiers
High, Medium, Low, and Lowest tiers price the same GPU class differently so a workload can trade preemption risk for cost; High is never preempted by other workloads.
Salad Dedicated
Reserved bare metal and virtual machines on contract, starting with RTX PRO 6000 Blackwell, quoted per allocation and term.
Private Cloud
Salad's orchestration stack licensed per deployment on hardware you already own, pooling idle workstation and server GPUs into a private OpenAI-compatible token service.
Managed APIs and Tooling
AI Gateway (an OpenAI-compatible endpoint for open-weight models, in closed beta), Transcription API, Recipes deployment templates, S4 temporary storage, Gateway Service residential IPs, and a Virtual Kubelet for Kubernetes.

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

Salad Cloud

Advantages

Aggregating idle consumer hardware gives some of the lowest published per-GPU-hour rates available
Per-second billing with no contracts or minimums; allocation, image download, and cold start are not billed
vCPU and RAM are included with every GPU class at no additional charge
Four priority tiers make interruptibility an explicit, priced choice per container group

Considerations

On-demand catalog is consumer RTX GPUs only — data center accelerators are not offered outside the contracted Dedicated product
Published GPU classes top out at 32 GB of VRAM, limiting the size of a model that fits on a single GPU
Nodes are individually owned machines that can disconnect at any time, so workloads must be stateless or retryable

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

Salad Cloud

Salad Container Engine on Community Cloud

On-demand container orchestration across the distributed pool of idle consumer GPUs, with more than 40 GPU classes selectable by priority tier.

Salad Dedicated

Reserved bare metal and virtual machines on contract, separate from the on-demand community pool.

CPU-only container groups

Container groups with no GPU attached, billed per vCPU-hour and per GB of RAM per hour, running at the Lowest priority tier.

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.

Salad Cloud

Per-second on-demand billing

Published per-GPU-hour rates billed by the second for the time each replica spends running; allocation, image download, and cold start are not charged, and vCPU and RAM are included.

Priority tiers

High, Medium, Low, and Lowest tiers price each GPU class differently - lower tiers cost less and are more interruptible, with Lowest intended for retryable batch work.

CPU-only container groups

Billed per vCPU-hour plus per GB of RAM per hour for container groups that need no GPU.

Volume discounts

Large deployments, long-running jobs, and committed spend are priced below list by sales.

Salad Dedicated contracts

Reserved bare metal and virtual machines quoted separately per allocation and term.

Private Cloud licensing

Licensed per deployment to run the orchestration stack on hardware you already own.

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.

Salad Cloud

Get Started

1
Create a SaladCloud account
Sign up at portal.salad.com to reach the dashboard, API keys, and deployment tools.
2
Pick a GPU class and priority tier
Compare published per-GPU-hour rates and live availability on the pricing page, then choose the tier that matches how interruptible the workload is.
3
Deploy a container group
Supply a Docker image, CPU/memory/GPU resources, and a replica count through the portal or the public API; Recipes provide ready-made templates for popular open models.
4
Monitor and scale
Track replicas in the portal and adjust GPU class, priority, or replica count; the container engine reallocates work as nodes join and leave the network.
5
Talk to sales for reserved or volume capacity
Large deployments, committed spend, and Salad Dedicated allocations are quoted directly rather than bought self-service.

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.

Salad Cloud

Global Regions

Nodes in 190+ countries across the distributed network; capacity is chosen by GPU class and priority tier rather than by selectable region, and availability varies by class.

Support

Documentation at docs.salad.com, a developer hub and Recipes library, status page at cloud-status.salad.com, Trust Center, Discord and GitHub communities, and direct engineering and sales contact for volume and enterprise deployments.