CoreWeave vs Deep Infra
Compare GPU pricing, features, and specifications between CoreWeave and Deep Infra cloud providers. Find the best deals for AI training, inference, and ML workloads.
CoreWeave
Provider 1
Deep Infra
Provider 2
Comparison Overview
Average Price Difference: $45.76/hour between comparable GPUs
GPU Pricing Comparison
| GPU Model ↑ | CoreWeave Price | Deep Infra Price | Price Diff ↕ | Sources |
|---|---|---|---|---|
A100 SXM 80GB VRAM • CoreWeaveDeep Infra |  $21.60/hr8x GPU |  $0.89/hr★ Best | ↑+$20.71(+2327.0%) | |
A100 SXM 80GB VRAM • CoreWeave$21.60/hour 8x GPU configuration Updated: 1/24/2026 Deep Infra$0.89/hour Updated: 1/24/2026 ★Best Price Price Difference:↑+$20.71(+2327.0%) | ||||
B200 192GB VRAM • CoreWeaveDeep Infra | $68.80/hr 8x GPU | $2.49/hr★ Best | ↑+$66.31(+2663.1%) | |
B200 192GB VRAM • CoreWeave$68.80/hour 8x GPU configuration Updated: 1/24/2026 Deep Infra$2.49/hour Updated: 1/24/2026 ★Best Price Price Difference:↑+$66.31(+2663.1%) | ||||
GB200 384GB VRAM • CoreWeave | $42.00/hr★ Best 4x GPU | Not Available | — | |
GB200 384GB VRAM • | ||||
GH200 96GB VRAM • CoreWeave | $6.50/hr★ Best | Not Available | — | |
GH200 96GB VRAM • | ||||
H100 80GB VRAM • CoreWeaveDeep Infra | $49.24/hr 8x GPU | $1.69/hr★ Best | ↑+$47.55(+2813.6%) | |
H100 80GB VRAM • CoreWeave$49.24/hour 8x GPU configuration Updated: 1/24/2026 Deep Infra$1.69/hour Updated: 1/24/2026 ★Best Price Price Difference:↑+$47.55(+2813.6%) | ||||
H200 141GB VRAM • CoreWeaveDeep Infra | $50.44/hr 8x GPU | $1.99/hr★ Best | ↑+$48.45(+2434.7%) | |
H200 141GB VRAM • CoreWeave$50.44/hour 8x GPU configuration Updated: 1/24/2026 Deep Infra$1.99/hour Updated: 1/24/2026 ★Best Price Price Difference:↑+$48.45(+2434.7%) | ||||
L40 40GB VRAM • CoreWeave | $10.00/hr★ Best 8x GPU | Not Available | — | |
L40 40GB VRAM • | ||||
L40S 48GB VRAM • CoreWeave | $18.00/hr★ Best 8x GPU | Not Available | — | |
L40S 48GB VRAM • | ||||
A100 SXM 80GB VRAM • CoreWeaveDeep Infra | $21.60/hr 8x GPU | $0.89/hr★ Best | ↑+$20.71(+2327.0%) | |
A100 SXM 80GB VRAM • CoreWeave$21.60/hour 8x GPU configuration Updated: 1/24/2026 Deep Infra$0.89/hour Updated: 1/24/2026 ★Best Price Price Difference:↑+$20.71(+2327.0%) | ||||
B200 192GB VRAM • CoreWeaveDeep Infra | $68.80/hr 8x GPU | $2.49/hr★ Best | ↑+$66.31(+2663.1%) | |
B200 192GB VRAM • CoreWeave$68.80/hour 8x GPU configuration Updated: 1/24/2026 Deep Infra$2.49/hour Updated: 1/24/2026 ★Best Price Price Difference:↑+$66.31(+2663.1%) | ||||
GB200 384GB VRAM • CoreWeave | $42.00/hr★ Best 4x GPU | Not Available | — | |
GB200 384GB VRAM • | ||||
GH200 96GB VRAM • CoreWeave | $6.50/hr★ Best | Not Available | — | |
GH200 96GB VRAM • | ||||
H100 80GB VRAM • CoreWeaveDeep Infra | $49.24/hr 8x GPU | $1.69/hr★ Best | ↑+$47.55(+2813.6%) | |
H100 80GB VRAM • CoreWeave$49.24/hour 8x GPU configuration Updated: 1/24/2026 Deep Infra$1.69/hour Updated: 1/24/2026 ★Best Price Price Difference:↑+$47.55(+2813.6%) | ||||
H200 141GB VRAM • CoreWeaveDeep Infra | $50.44/hr 8x GPU | $1.99/hr★ Best | ↑+$48.45(+2434.7%) | |
H200 141GB VRAM • CoreWeave$50.44/hour 8x GPU configuration Updated: 1/24/2026 Deep Infra$1.99/hour Updated: 1/24/2026 ★Best Price Price Difference:↑+$48.45(+2434.7%) | ||||
L40 40GB VRAM • CoreWeave | $10.00/hr★ Best 8x GPU | Not Available | — | |
L40 40GB VRAM • | ||||
L40S 48GB VRAM • CoreWeave | $18.00/hr★ Best 8x GPU | Not Available | — | |
L40S 48GB VRAM • | ||||
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
Deep Infra
- Serverless Model APIs
OpenAI-compatible endpoints for 100+ models with autoscaling and pay-per-token billing
- Dedicated GPU Rentals
B200 instances with SSH access spin up in about 10 seconds and bill hourly
- Custom LLM Deployments
Deploy your own Hugging Face models onto dedicated A100, H100, H200, or B200 GPUs
- Transparent GPU Pricing
Published per-GPU hourly rates for A100, H100, H200, and B200 with competitive pricing
- Inference-Optimized Hardware
All hosted models run on H100 or A100 hardware tuned for low latency
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
Deep Infra
Advantages
- Simple OpenAI-compatible API alongside controllable GPU rentals
- Competitive hourly rates for flagship NVIDIA GPUs including latest B200
- Fast provisioning with SSH access for dedicated instances (ready in ~10 seconds)
- Supports custom deployments in addition to hosted public models
Considerations
- Region list is not clearly published in the public marketing pages
- Primarily focused on inference and GPU rentals rather than broader cloud services
- Newer player compared to established 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
Deep Infra
Serverless Inference
Hosted model APIs with autoscaling on H100/A100 hardware.
- OpenAI-compatible REST API surface
- Runs 100+ public models with pay-per-token pricing
Dedicated GPU Instances
On-demand GPU nodes with SSH access for custom workloads.
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
Deep Infra
Serverless pay-per-token
OpenAI-compatible inference APIs with pay-per-request billing on H100/A100 hardware
Dedicated GPU hourly rates
Published transparent hourly pricing for A100, H100, H200, and B200 GPUs with pay-as-you-go billing
No long-term commitments
Flexible hourly billing for dedicated instances with no prepayments or contracts required
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
Deep Infra
- 1
Create an account
Sign up (GitHub-supported) and open the Deep Infra dashboard
- 2
Enable billing
Add a payment method to unlock GPU rentals and API usage
- 3
Pick a GPU option
Choose serverless APIs or dedicated A100, H100, H200, or B200 instances
- 4
Launch and connect
Start instances with SSH access or call the OpenAI-compatible API endpoints
- 5
Monitor usage
Track spend and instance status from the dashboard and shut down when idle
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
Deep Infra
Global Regions
Region list not published on the GPU Instances page; promo mentions Nebraska availability alongside multi-region autoscaling messaging.
Support
Documentation site, dashboard guidance, Discord community link, and contact-sales options.
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