CoreWeave vs Together AI
Compare GPU pricing, features, and specifications between CoreWeave and Together AI cloud providers. Find the best deals for AI training, inference, and ML workloads.
CoreWeave
Provider 1
Together AI
Provider 2
Comparison Overview
Average Price Difference: $39.07/hour between comparable GPUs
GPU Pricing Comparison
| GPU Model ↑ | CoreWeave Price | Together AI Price | Price Diff ↕ | Sources |
|---|---|---|---|---|
A100 PCIE 40GB VRAM • Together AI | Not Available | — | ||
A100 PCIE 40GB VRAM • | ||||
A100 SXM 80GB VRAM • CoreWeaveTogether AI | 8x GPU | ↑+$20.30(+1561.5%) | ||
A100 SXM 80GB VRAM • $21.60/hour 8x GPU configuration Updated: 2/6/2026 $1.30/hour Updated: 2/5/2026 ★Best Price Price Difference:↑+$20.30(+1561.5%) | ||||
B200 192GB VRAM • CoreWeaveTogether AI | 8x GPU | ↑+$63.30(+1150.9%) | ||
B200 192GB VRAM • $68.80/hour 8x GPU configuration Updated: 2/6/2026 $5.50/hour Updated: 2/5/2026 ★Best Price Price Difference:↑+$63.30(+1150.9%) | ||||
GB200 384GB VRAM • CoreWeave | 41x GPU | Not Available | — | |
GB200 384GB VRAM • | ||||
GH200 96GB VRAM • CoreWeave | Not Available | — | ||
GH200 96GB VRAM • | ||||
H100 80GB VRAM • CoreWeaveTogether AI | 8x GPU | ↑+$47.49(+2713.7%) | ||
H100 80GB VRAM • $49.24/hour 8x GPU configuration Updated: 2/6/2026 $1.75/hour Updated: 2/5/2026 ★Best Price Price Difference:↑+$47.49(+2713.7%) | ||||
H200 141GB VRAM • CoreWeaveTogether AI | 8x GPU | ↑+$48.35(+2313.4%) | ||
H200 141GB VRAM • $50.44/hour 8x GPU configuration Updated: 2/6/2026 $2.09/hour Updated: 2/5/2026 ★Best Price Price Difference:↑+$48.35(+2313.4%) | ||||
L40 40GB VRAM • CoreWeave | 8x GPU | Not Available | — | |
L40 40GB VRAM • | ||||
L40S 48GB VRAM • CoreWeaveTogether AI | 8x GPU | ↑+$15.90(+757.1%) | ||
L40S 48GB VRAM • $18.00/hour 8x GPU configuration Updated: 2/6/2026 $2.10/hour Updated: 2/5/2026 ★Best Price Price Difference:↑+$15.90(+757.1%) | ||||
A100 PCIE 40GB VRAM • Together AI | Not Available | — | ||
A100 PCIE 40GB VRAM • | ||||
A100 SXM 80GB VRAM • CoreWeaveTogether AI | 8x GPU | ↑+$20.30(+1561.5%) | ||
A100 SXM 80GB VRAM • $21.60/hour 8x GPU configuration Updated: 2/6/2026 $1.30/hour Updated: 2/5/2026 ★Best Price Price Difference:↑+$20.30(+1561.5%) | ||||
B200 192GB VRAM • CoreWeaveTogether AI | 8x GPU | ↑+$63.30(+1150.9%) | ||
B200 192GB VRAM • $68.80/hour 8x GPU configuration Updated: 2/6/2026 $5.50/hour Updated: 2/5/2026 ★Best Price Price Difference:↑+$63.30(+1150.9%) | ||||
GB200 384GB VRAM • CoreWeave | 41x GPU | Not Available | — | |
GB200 384GB VRAM • | ||||
GH200 96GB VRAM • CoreWeave | Not Available | — | ||
GH200 96GB VRAM • | ||||
H100 80GB VRAM • CoreWeaveTogether AI | 8x GPU | ↑+$47.49(+2713.7%) | ||
H100 80GB VRAM • $49.24/hour 8x GPU configuration Updated: 2/6/2026 $1.75/hour Updated: 2/5/2026 ★Best Price Price Difference:↑+$47.49(+2713.7%) | ||||
H200 141GB VRAM • CoreWeaveTogether AI | 8x GPU | ↑+$48.35(+2313.4%) | ||
H200 141GB VRAM • $50.44/hour 8x GPU configuration Updated: 2/6/2026 $2.09/hour Updated: 2/5/2026 ★Best Price Price Difference:↑+$48.35(+2313.4%) | ||||
L40 40GB VRAM • CoreWeave | 8x GPU | Not Available | — | |
L40 40GB VRAM • | ||||
L40S 48GB VRAM • CoreWeaveTogether AI | 8x GPU | ↑+$15.90(+757.1%) | ||
L40S 48GB VRAM • $18.00/hour 8x GPU configuration Updated: 2/6/2026 $2.10/hour Updated: 2/5/2026 ★Best Price Price Difference:↑+$15.90(+757.1%) | ||||
Features Comparison
CoreWeave
- Kubernetes-Native Platform
Purpose-built AI-native platform with Kubernetes-native developer experience
- Latest NVIDIA GPUs
First-to-market access to the latest NVIDIA GPUs including H100, H200, and Blackwell architecture
- Mission Control
Unified security, talent services, and observability platform for large-scale AI operations
- High Performance Networking
High-performance clusters with InfiniBand networking for optimal scale-out connectivity
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
CoreWeave
Advantages
- Extensive selection of NVIDIA GPUs, including latest Blackwell architecture
- Kubernetes-native infrastructure for easy scaling and deployment
- Fast deployment with 10x faster inference spin-up times
- High cluster reliability with 96% goodput and 50% fewer interruptions
Considerations
- Primary focus on North American data centers
- Specialized nature may not suit all general computing needs
- Learning curve for users unfamiliar with Kubernetes
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
CoreWeave
GPU Instances
On-demand and reserved GPU instances with latest NVIDIA hardware
CPU Instances
High-performance CPU instances to complement GPU workloads
Together AI
Pricing Options
CoreWeave
On-Demand Instances
Pay-per-hour GPU and CPU instances with flexible scaling
Reserved Capacity
Committed usage discounts up to 60% over on-demand pricing
Transparent Storage
No ingress, egress, or transfer fees for data movement
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
CoreWeave
- 1
Create Account
Sign up for CoreWeave Cloud platform access
- 2
Choose GPU Instance
Select from latest NVIDIA GPUs including H100, H200, and Blackwell architecture
- 3
Deploy via Kubernetes
Use Kubernetes-native tools for workload deployment and scaling
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
CoreWeave
Global Regions
Deployments across North America with expanding global presence
Support
24/7 support from dedicated engineering teams, comprehensive documentation, and Kubernetes expertise
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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