What is the difference between Amazon AWS and Together AI?

Amazon AWS and Together AI 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 Together AI?

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 Together AI?

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 9 different GPU models across both Amazon AWS and Together AI, with 0 models available from both providers.

Amazon AWS vs Together AI GPU Cloud Pricing 2026

GPU Pricing Comparison

Total GPUs: 9Both available: 4Amazon AWS: 7Together AI: 6

Showing 9 of 9 GPUs

Last updated: 4/18/2026, 11:17:53 AM

GPU Model ↑	Amazon AWS Price	Together AI 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: 4/18/2026 ★Best Price Not Available AWS EC2 Pricing API
A100 SXM 80GB VRAM • Amazon AWSTogether AI	$2.74/hr 8x GPU	$1.30/hr★ Best 2x GPU	↑+$1.45(+111.8%)	AWS EC2 Pricing API Together AI Hardware API
A100 SXM 80GB VRAM • Amazon AWS $2.74/hour 8x GPU configuration Updated: 4/18/2026 Together AI $1.30/hour 2x GPU configuration Updated: 4/18/2026 ★Best Price Price Difference:↑+$1.45(+111.8%) AWS EC2 Pricing API Together AI Hardware API
B200 192GB VRAM • Together AI	Not Available	$4.49/hr★ Best	—	Together AI
B200 192GB VRAM • Not Available Together AI $4.49/hour Updated: 3/30/2026 ★Best Price Together AI
H100 SXM 80GB VRAM • Amazon AWSTogether AI	$6.88/hr 8x GPU	$2.00/hr★ Best 2x GPU	↑+$4.88(+244.9%)	AWS EC2 Pricing API Together AI Hardware API
H100 SXM 80GB VRAM • Amazon AWS $6.88/hour 8x GPU configuration Updated: 4/18/2026 Together AI $2.00/hour 2x GPU configuration Updated: 4/18/2026 ★Best Price Price Difference:↑+$4.88(+244.9%) AWS EC2 Pricing API Together AI Hardware API
H200 141GB VRAM • Amazon AWSTogether AI	$7.91/hr 8x GPU	$2.59/hr★ Best	↑+$5.32(+205.5%)	AWS EC2 Pricing API Together AI
H200 141GB VRAM • Amazon AWS $7.91/hour 8x GPU configuration Updated: 4/18/2026 Together AI $2.59/hour Updated: 3/30/2026 ★Best Price Price Difference:↑+$5.32(+205.5%) AWS EC2 Pricing API Together AI
L4 24GB VRAM • Amazon AWS	$0.80/hr★ Best	Not Available	—	AWS EC2 Pricing API
L4 24GB VRAM • Amazon AWS $0.80/hour Updated: 4/18/2026 ★Best Price Not Available AWS EC2 Pricing API
L40 40GB VRAM • Together AI	Not Available	$1.49/hr★ Best	—	Together AI Hardware API
L40 40GB VRAM • Not Available Together AI $1.49/hour Updated: 4/18/2026 ★Best Price Together AI Hardware API
L40S 48GB VRAM • Amazon AWSTogether AI	$1.86/hr★ Best	$2.10/hr	↓$0.24(11.4%)	AWS EC2 Pricing API Together AI Hardware API
L40S 48GB VRAM • Amazon AWS $1.86/hour Updated: 4/18/2026 ★Best Price Together AI $2.10/hour Updated: 4/18/2026 Price Difference:↓$0.24(11.4%) AWS EC2 Pricing API Together AI Hardware 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: 4/18/2026 ★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: 4/18/2026 ★Best Price Not Available AWS EC2 Pricing API
A100 SXM 80GB VRAM • Amazon AWSTogether AI	$2.74/hr 8x GPU	$1.30/hr★ Best 2x GPU	↑+$1.45(+111.8%)	AWS EC2 Pricing API Together AI Hardware API
A100 SXM 80GB VRAM • Amazon AWS $2.74/hour 8x GPU configuration Updated: 4/18/2026 Together AI $1.30/hour 2x GPU configuration Updated: 4/18/2026 ★Best Price Price Difference:↑+$1.45(+111.8%) AWS EC2 Pricing API Together AI Hardware API
B200 192GB VRAM • Together AI	Not Available	$4.49/hr★ Best	—	Together AI
B200 192GB VRAM • Not Available Together AI $4.49/hour Updated: 3/30/2026 ★Best Price Together AI
H100 SXM 80GB VRAM • Amazon AWSTogether AI	$6.88/hr 8x GPU	$2.00/hr★ Best 2x GPU	↑+$4.88(+244.9%)	AWS EC2 Pricing API Together AI Hardware API
H100 SXM 80GB VRAM • Amazon AWS $6.88/hour 8x GPU configuration Updated: 4/18/2026 Together AI $2.00/hour 2x GPU configuration Updated: 4/18/2026 ★Best Price Price Difference:↑+$4.88(+244.9%) AWS EC2 Pricing API Together AI Hardware API
H200 141GB VRAM • Amazon AWSTogether AI	$7.91/hr 8x GPU	$2.59/hr★ Best	↑+$5.32(+205.5%)	AWS EC2 Pricing API Together AI
H200 141GB VRAM • Amazon AWS $7.91/hour 8x GPU configuration Updated: 4/18/2026 Together AI $2.59/hour Updated: 3/30/2026 ★Best Price Price Difference:↑+$5.32(+205.5%) AWS EC2 Pricing API Together AI
L4 24GB VRAM • Amazon AWS	$0.80/hr★ Best	Not Available	—	AWS EC2 Pricing API
L4 24GB VRAM • Amazon AWS $0.80/hour Updated: 4/18/2026 ★Best Price Not Available AWS EC2 Pricing API
L40 40GB VRAM • Together AI	Not Available	$1.49/hr★ Best	—	Together AI Hardware API
L40 40GB VRAM • Not Available Together AI $1.49/hour Updated: 4/18/2026 ★Best Price Together AI Hardware API
L40S 48GB VRAM • Amazon AWSTogether AI	$1.86/hr★ Best	$2.10/hr	↓$0.24(11.4%)	AWS EC2 Pricing API Together AI Hardware API
L40S 48GB VRAM • Amazon AWS $1.86/hour Updated: 4/18/2026 ★Best Price Together AI $2.10/hour Updated: 4/18/2026 Price Difference:↓$0.24(11.4%) AWS EC2 Pricing API Together AI Hardware 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: 4/18/2026 ★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

Together AI

100+ Open-Source Models
Access to Llama, DeepSeek, Qwen, and other leading open-source models
Serverless Inference
Pay-per-token API with OpenAI-compatible endpoints
Fine-Tuning Platform
LoRA and full fine-tuning with proprietary optimizations
GPU Clusters
Instant self-service or reserved dedicated clusters with H100, H200, B200, GB200, GB300 access
Batch API
50% cost reduction for non-urgent inference workloads
Code Interpreter
Execute LLM-generated code in sandboxed environments

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

Together AI

Advantages

3.5x faster inference and 2.3x faster training than alternatives
Competitive pricing with 50% batch API discount
Wide selection of 100+ open-source models
OpenAI-compatible APIs for easy migration

Considerations

Primarily focused on open-source models
GPU cluster pricing requires custom quotes for reserved capacity
Smaller ecosystem compared to major cloud providers

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

Together AI

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.

Together AI

Serverless pay-per-token

Per-token pricing scales based on model size, from small open-source models to 405B parameter frontier models

Batch API

50% discount for non-urgent inference workloads

Fine-tuning

Per-token pricing for LoRA and full fine-tuning based on model size and dataset

GPU Clusters - On-demand

Hourly GPU pricing for instant self-service clusters

GPU Clusters - Reserved

Custom pricing for reserved capacity with significant discounts for longer commitments

Dedicated Inference

Single-tenant GPU instances with guaranteed performance

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.

Together AI

Get Started

1
Create an account
Sign up at together.ai
2
Get API key
Generate an API key from your dashboard
3
Choose a model
Browse 100+ models for chat, code, images, video, and audio
4
Make API calls
Use OpenAI-compatible endpoints or Together SDK

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.

Together AI

Global Regions

Global data center network across 25+ cities with frontier hardware including GB300, GB200, B200, H200, H100

Support

Documentation, community Discord, email support, and expert support for reserved cluster customers