Amazon AWS vs Together AI
Compare GPU pricing, features, and specifications between Amazon AWS and Together AI cloud providers. Find the best deals for AI training, inference, and ML workloads.
Amazon AWS
Provider 1
Together AI
Provider 2
Comparison Overview
Average Price Difference: $14.40/hour between comparable GPUs
GPU Pricing Comparison
| GPU Model ↑ | Amazon AWS Price | Together AI Price | Price Diff ↕ | Sources |
|---|---|---|---|---|
A10 24GB VRAM • Amazon AWS |  $1.63/hr★ Best | Not Available | — | |
A10 24GB VRAM • | ||||
A100 PCIE 40GB VRAM • Amazon AWSTogether AI | $1.48/hr★ Best 8x GPU |  $2.40/hr | ↓$0.92(38.5%) | |
A100 PCIE 40GB VRAM • Amazon AWS$1.48/hour 8x GPU configuration Updated: 3/31/2025 ★Best Price Together AI$2.40/hour Updated: 2/3/2026 Price Difference:↓$0.92(38.5%) | ||||
A100 SXM 80GB VRAM • Amazon AWSTogether AI | $1.48/hr★ Best 8x GPU | $2.40/hr | ↓$0.92(38.5%) | |
A100 SXM 80GB VRAM • Amazon AWS$1.48/hour 8x GPU configuration Updated: 2/1/2026 ★Best Price Together AI$2.40/hour Updated: 2/3/2026 Price Difference:↓$0.92(38.5%) | ||||
B200 192GB VRAM • Amazon AWSTogether AI | $74.88/hr 8x GPU | $5.50/hr★ Best | ↑+$69.38(+1261.5%) | |
B200 192GB VRAM • Amazon AWS$74.88/hour 8x GPU configuration Updated: 2/3/2026 Together AI$5.50/hour Updated: 1/31/2026 ★Best Price Price Difference:↑+$69.38(+1261.5%) | ||||
H100 80GB VRAM • Amazon AWSTogether AI | $3.93/hr 8x GPU | $3.36/hr★ Best | ↑+$0.57(+17.1%) | |
H100 80GB VRAM • Amazon AWS$3.93/hour 8x GPU configuration Updated: 2/1/2026 Together AI$3.36/hour Updated: 2/3/2026 ★Best Price Price Difference:↑+$0.57(+17.1%) | ||||
H200 141GB VRAM • Amazon AWSTogether AI | $5.20/hr 8x GPU | $4.99/hr★ Best | ↑+$0.21(+4.2%) | |
H200 141GB VRAM • Amazon AWS$5.20/hour 8x GPU configuration Updated: 2/1/2026 Together AI$4.99/hour Updated: 2/3/2026 ★Best Price Price Difference:↑+$0.21(+4.2%) | ||||
L40S 48GB VRAM • Together AI | Not Available | $2.10/hr★ Best | — | |
L40S 48GB VRAM • | ||||
A10 24GB VRAM • Amazon AWS | $1.63/hr★ Best | Not Available | — | |
A10 24GB VRAM • | ||||
A100 PCIE 40GB VRAM • Amazon AWSTogether AI | $1.48/hr★ Best 8x GPU | $2.40/hr | ↓$0.92(38.5%) | |
A100 PCIE 40GB VRAM • Amazon AWS$1.48/hour 8x GPU configuration Updated: 3/31/2025 ★Best Price Together AI$2.40/hour Updated: 2/3/2026 Price Difference:↓$0.92(38.5%) | ||||
A100 SXM 80GB VRAM • Amazon AWSTogether AI | $1.48/hr★ Best 8x GPU | $2.40/hr | ↓$0.92(38.5%) | |
A100 SXM 80GB VRAM • Amazon AWS$1.48/hour 8x GPU configuration Updated: 2/1/2026 ★Best Price Together AI$2.40/hour Updated: 2/3/2026 Price Difference:↓$0.92(38.5%) | ||||
B200 192GB VRAM • Amazon AWSTogether AI | $74.88/hr 8x GPU | $5.50/hr★ Best | ↑+$69.38(+1261.5%) | |
B200 192GB VRAM • Amazon AWS$74.88/hour 8x GPU configuration Updated: 2/3/2026 Together AI$5.50/hour Updated: 1/31/2026 ★Best Price Price Difference:↑+$69.38(+1261.5%) | ||||
H100 80GB VRAM • Amazon AWSTogether AI | $3.93/hr 8x GPU | $3.36/hr★ Best | ↑+$0.57(+17.1%) | |
H100 80GB VRAM • Amazon AWS$3.93/hour 8x GPU configuration Updated: 2/1/2026 Together AI$3.36/hour Updated: 2/3/2026 ★Best Price Price Difference:↑+$0.57(+17.1%) | ||||
H200 141GB VRAM • Amazon AWSTogether AI | $5.20/hr 8x GPU | $4.99/hr★ Best | ↑+$0.21(+4.2%) | |
H200 141GB VRAM • Amazon AWS$5.20/hour 8x GPU configuration Updated: 2/1/2026 Together AI$4.99/hour Updated: 2/3/2026 ★Best Price Price Difference:↑+$0.21(+4.2%) | ||||
L40S 48GB VRAM • Together AI | Not Available | $2.10/hr★ Best | — | |
L40S 48GB VRAM • | ||||
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 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
Starting at $0.06/1M tokens for small models up to $3.50/1M for 405B models
Batch API
50% discount for non-urgent inference workloads
Fine-tuning
$0.48-$3.20 per 1M tokens depending on model size
GPU Clusters
$2.20-$5.50/hour per GPU for instant clusters, custom pricing for reserved
Getting Started
Amazon AWS
- 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
- 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 GB200, B200, H200, H100
Support
Documentation, community Discord, email support, and expert support for reserved cluster customers
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